ProgrammableMarketing/bild.ai (opens in a new tab)
PDF

Views

  • Plan
  • Roadmap
  • Research

On this page

  • The brief
  • Start here
  • Idea portfolio
  • Effort vs impact
  • This week · 5
  • This quarter · 12
  • Big bets · 3
  • Wildcards · 2
  • How we can help
Generated Nov 10, 2026 2 views
  1. Programmable
  2. Playbooks
  3. Bild AI
Bild AI logo

growth playbook · Nov 10, 2026

bild.ai (opens in a new tab)

Bild AI growth playbook

Diagnosis

Bild AI (YC W25, seed led by Khosla Ventures, a team of about nine) has narrowed from "understand blueprints" to one sharp promise: fast, accurate Division 8 takeoffs. It shows 18 distributor logos and a strong claim of 1.5x bids per estimator, and it is hiring a Customer Success Manager to run weekly calls and site visits with distributors.

The funnel around that promise is thin. The only call to action is "Upload your plans", and the confirmation page then warns that a reply may take a while. The Demo link leads nowhere, the ROI proof is anonymous, the integrations are misspelled, and nothing explains how uploaded bid documents are kept confidential.

Meanwhile Fresco, a direct rival, offers a free takeoff, named testimonials, SOC 2 and integration pages. This playbook fixes the upload-to-meeting path, names the proof and builds trust first. Next it turns the CSM's weekly calls and trips into expansion, content and referrals. Its bigger bets are detailing, a second trade and a public addendum benchmark.

Growth Score

6/10

Biggest Opportunity

Turn every plan upload into a fast, booked walkthrough of the estimator's own takeoff, and back it with named distributor proof. The product already beats rivals on hardware sets and addenda; the funnel just has to show it.

Biggest Risk

Fresco targets the same Division 8 distributors with a free takeoff, testimonials and SOC 2, while Togal and On Center sell broader takeoff tools. A slow or silent first response after an upload hands the deal to whoever replies first.

01

Start here

The three moves to make first. Each one is written up in full below.

  1. 1

    Promise a turnaround on every plan upload, and book a walkthrough of the estimator's own takeoff on the confirmation page

    Rewrite the /complete page today: drop the "may take a while" line and add a booking link.

    High impact First result in 2 weeks
  2. 2

    Give the "Demo" link a real destination: a booking page for distributors

    Change the nav "Demo" link to a calendar link today.

    High impact First result in 2 weeks
  3. 3

    Name the distributor behind "1.5x bid volume" and publish the story the "Customer success story" heading promises

    Ask the distributor behind the chart for permission on this week's call.

    High impact First result in 1 month

02

Your idea portfolio

22 ideas, grouped by when to run them. Open any idea for how to run it: the steps, who to approach, copy you can use, and how to measure it.

  • 7 ideas are marked Unexpected: plays you are unlikely to have tried.

Every idea placed by the effort it takes against the impact it could have. Quick wins sit top left; select a number to open that idea. The filters below narrow the list by status, timing, category and what Programmable can build.

Effort vs impactEach number is an idea. Select one to open it.
Impact →
Quick wins · 2Big bets · 8Fill-ins · 7Reconsider · 5
Effort →

Showing 22 of 22 ideas

This week 5

Quick wins with a clear first action.

  • 01

    Uploading plans is the only call to action on bild.ai: the homepage offers "Upload your plans" three times, with no demo booking, pricing or sample output. The upload page promises "We'll respond frighteningly fast." but gives no turnaround or next step. After the estimator hands over a full bid set, the confirmation page says Bild "will try to reach out to you shortly!" and warns that a high volume of requests means a reply may take a while. The most committed visitor is told to wait at the moment of highest intent, while Fresco's main button is "Get Your Free Takeoff".

    High impactLow effort First result in 2 weeks Customer Success Manager

    First action

    Rewrite the /complete page today: drop the "may take a while" line and add a booking link.

    How to measure it

    Upload-to-meeting rate

    Now
    –
    Target
    60% of uploads book a walkthrough
    By
    45 days

    Steps

    1. 1

      Measure today

      Count last quarter's uploads, time to first reply and how many became meetings and customers.

      Co-founder (go-to-market) 1 day

    2. 2

      Set the promise

      Choose a turnaround the team can keep for a first door schedule and hardware sets.

      Co-founder (technical) 1 day

    3. 3

      Rewrite /upload

      What you get, by when, accepted files and how plans are kept confidential.

      Founding Product Engineer 1 day

    4. 4

      Rebuild /complete

      Booking calendar, project-named confirmation email, no "may take a while".

      Founding Product Engineer 2 days

    5. 5

      Alert a person

      Every upload pings the CSM and founders; reply within the hour in working time.

      Customer Success Manager 1 day

    6. 6

      Run the walkthrough

      Show their openings, hardware sets and one inconsistency found; agree a trial.

      Customer Success Manager ongoing

    7. 7

      Review weekly

      Upload-to-meeting, meeting-to-trial and reply times.

      Co-founder (go-to-market) weekly

    First result
    2 weeks
    Cost
    Staff time and a scheduling tool
    Owner
    Customer Success Manager

    Smallest test

    For two weeks, reply to every upload within an hour with a booking link and compare meetings booked with the previous two weeks.

    Why it works

    Make the upload a promise with a date. On /upload, state what the estimator gets and when: for example, "Your door schedule and hardware sets back within one business day", plus accepted files and a note on confidentiality. On /complete, replace the "may take a while" message with a calendar to book a 20-minute walkthrough of their own takeoff, a confirmation email naming the project and time, and an internal alert so a person replies within the hour. Track upload-to-meeting and meeting-to-trial rates weekly.

    A distributor who uploads a live bid has already shown intent and given you their best test case. A clear turnaround and a booked time keep that intent. A walkthrough of their own openings is the most persuasive demo you can give, and rivals with a free takeoff offer set the expectation.

    Ready to use

    ChecklistUpload-to-walkthrough launch list

    [ ] /upload states what you get and by when (e.g. door schedule and hardware sets within one business day)
    [ ] /upload lists accepted files and links to a confidentiality note
    [ ] /complete drops the "may take a while" message
    [ ] /complete embeds a calendar for a 20-minute walkthrough of their own takeoff
    [ ] Confirmation email names the project and the promised time
    [ ] Every upload alerts the CSM and founders; first reply within the hour
    [ ] Weekly report: uploads, reply time, meetings booked, trials started

    Risks and how to handle them

    • The team cannot keep the promised turnaround in busy bid weeks

      Promise the door schedule first and the full takeoff later, and show the expected time when volume is high.

    • Visitors upload plans that are not Division 8

      Add one question on scope and route others to a polite reply.

    Evidence

    • Your websiteUpload flow (checked November 9, 2026): /upload says only "Upload" and "We'll respond frighteningly fast.", with no stated turnaround, file guidance or next step; after a submission, /complete shows "Plans Securely Uploaded" and "We've received your blueprint and will try to reach out to you shortly!", and warns that a high volume of requests means a reply may take a while.Source
    • Your websiteHomepage (checked November 9, 2026; www.bild.ai redirects to d8.bild.ai): H1 "Fast and accurate Division 8 takeoffs", for "Division 8 distributors and estimators"; the only calls to action are "Upload your plans" (three times) and "Log in"; no demo booking, calendar, pricing or sample output.Source
    • Competitor researchFresco (YC, Division 8 rival) homepage: "Door (DFH) Takeoffs in Minutes"; main call to action "Get Your Free Takeoff"; two customer stories and 13 testimonials from estimators and owners; SOC 2 Type 2 with a trust site; workflow pages for Comsense, eMullion and SFH; a "Division 8 estimators guide" and posts such as "How to evaluate AI takeoff software on a job you already know the answer to" (October 20, 2026).Source
    • HiringCustomer Success Manager (San Francisco, posted September 14, 2026, $70K-$140K plus commission): "Today we are the AI takeoff platform for Division 8: doors, frames, and hardware." "Distributors across the US run their takeoffs on Bild AI and push them into Comsense, AVAware, eMullion, ProTech, and TOAD." The CSM will "Own a book of Division 8 distributors and run their weekly calls", travel 2-4 times a month to "sit next to estimators, run trainings", and "catch low usage early, and pull accounts back before they churn"; "Our customers want to talk to us every week."Source
  • 02

    The blog, upload and legal pages on www.bild.ai have a "Demo" link in the nav that points to /#demo. But the homepage now redirects to the D8 page, which has no demo section, booking form or calendar. A buyer who wants to see the product before sending plans has no path at all.

    High impactLow effort First result in 2 weeks Founding Product Engineer

    First action

    Change the nav "Demo" link to a calendar link today.

    How to measure it

    Site demo bookings

    Now
    –
    Target
    15 a month
    By
    60 days

    Steps

    1. 1

      Quick fix

      Point every "Demo" link to a working calendar.

      Founding Product Engineer 1 hour

    2. 2

      Write the form

      Four qualifying questions, including estimating system.

      Co-founder (go-to-market) 1 day

    3. 3

      Record the video

      One real takeoff, schedule to export, 90 seconds.

      Customer Success Manager 2 days

    4. 4

      Build /demo

      Form, calendar and video on one page.

      Founding Product Engineer 2 days

    5. 5

      Add the second button

      "Book a demo" beside "Upload your plans" on the D8 page.

      Founding Product Engineer 1 hour

    6. 6

      Track

      Bookings by source and close rates against uploads.

      Co-founder (go-to-market) monthly

    First result
    2 weeks
    Cost
    Staff time only
    Owner
    Founding Product Engineer

    Smallest test

    Fix the nav link and count bookings for two weeks.

    Why it works

    Build /demo: a short form (company, branches, estimators, estimating system), a calendar, and a 90-second video of a real takeoff going from a door schedule to hardware sets to an export. Point every "Demo" link to it and add a "Book a demo" button next to "Upload your plans" on the D8 page.

    Some buyers, especially owners and branch managers, will not upload a live bid before seeing the product. A second path catches them without slowing the upload path.

    Risks and how to handle them

    • Demos pull buyers away from uploading

      Ask every demo booker to bring one recent bid set.

    Evidence

    • Your websiteSitemap (8 URLs, checked November 9, 2026): home, /upload, /complete, /privacy-policy, /terms, /blog and two posts ("AI for Division 8 (Doors, Windows)" and the seed post "Time to Bild"); the D8 page on d8.bild.ai is not listed. The nav "Demo" link on www pages points to /#demo, but the homepage redirects to the D8 page, which has no demo section. The footer still says "Understand blueprints quickly."Source
    • Your websiteHomepage (checked November 9, 2026; www.bild.ai redirects to d8.bild.ai): H1 "Fast and accurate Division 8 takeoffs", for "Division 8 distributors and estimators"; the only calls to action are "Upload your plans" (three times) and "Log in"; no demo booking, calendar, pricing or sample output.Source
  • 03

    Bild's strongest claim, "1.5x bid volume. Per estimator." and 40-60% more bids, is credited only to an unnamed "Division 8 distributor, $100M+ annual revenue". The homepage has a "Customer success story" heading that links nowhere and no named testimonials. Fresco shows two customer stories and 13 testimonials from estimators.

    High impactMedium effort First result in 1 month Customer Success Manager

    First action

    Ask the distributor behind the chart for permission on this week's call.

    How to measure it

    Homepage visit-to-upload rate

    Now
    –
    Target
    +25%
    By
    90 days

    Steps

    1. 1

      Ask

      Permission to name the distributor and quote the chief estimator.

      Co-founder (go-to-market) 1 week

    2. 2

      Gather numbers

      Bids per estimator per month, takeoff hours per job, before and after.

      Customer Success Manager 1 week

    3. 3

      Write

      One page: problem, rollout, numbers, quote.

      Co-founder (go-to-market) 3 days

    4. 4

      Approve

      Customer signs off on the text and figures.

      Customer Success Manager 1 week

    5. 5

      Publish and link

      Link from the "Customer success story" heading and the ROI chart.

      Founding Product Engineer 1 day

    6. 6

      Collect quotes

      Three named estimator quotes from weekly calls.

      Customer Success Manager 1 month

    First result
    1 month
    Cost
    Staff time only
    Owner
    Customer Success Manager

    Smallest test

    Add one named estimator quote under the ROI chart.

    Why it works

    Ask the distributor behind the chart to go on record. Publish a one-page case study with the estimator count, bids per month before and after, takeoff time per job and a quote from the chief estimator. Link it from the heading, and collect three short named quotes from other logo customers during weekly calls.

    Distributors buy from peers. A named distributor with real bid numbers is far more credible than an anonymous chart, and the CSM is already talking to customers every week.

    Risks and how to handle them

    • The distributor will not be named

      Publish by region and size with a named estimator quote, or pick another logo customer.

    Evidence

    • Your websiteHomepage proof: 18 distributor logos; "1.5x bid volume. Per estimator." and "40-60% more bids per estimator", credited only to "Division 8 distributor, $100M+ annual revenue"; a "Customer success story" heading ("Takeoff in hours instead of days") that links nowhere; "98+ sites in one year" across North America; no named testimonials or case studies.Source
    • Competitor researchFresco (YC, Division 8 rival) homepage: "Door (DFH) Takeoffs in Minutes"; main call to action "Get Your Free Takeoff"; two customer stories and 13 testimonials from estimators and owners; SOC 2 Type 2 with a trust site; workflow pages for Comsense, eMullion and SFH; a "Division 8 estimators guide" and posts such as "How to evaluate AI takeoff software on a job you already know the answer to" (October 20, 2026).Source
    • HiringCustomer Success Manager (San Francisco, posted September 14, 2026, $70K-$140K plus commission): "Today we are the AI takeoff platform for Division 8: doors, frames, and hardware." "Distributors across the US run their takeoffs on Bild AI and push them into Comsense, AVAware, eMullion, ProTech, and TOAD." The CSM will "Own a book of Division 8 distributors and run their weekly calls", travel 2-4 times a month to "sit next to estimators, run trainings", and "catch low usage early, and pull accounts back before they churn"; "Our customers want to talk to us every week."Source
  • 04

    Bild repositioned from "Understand Blueprints with AI" to "Fast and accurate Division 8 takeoffs", but the old message is still around. A scan of the D8 homepage found the meta description "Starter site for building a Ploy site." (the text that search results and link previews show) and no social share image. The footer still says "Understand blueprints quickly.", and the terms describe "a construction estimation service" giving cost figures.

    Medium impactLow effort First result in 2 weeks Founding Product Engineer

    First action

    View the D8 page source and replace the meta description.

    How to measure it

    Homepage search click-through

    Now
    –
    Target
    +15%
    By
    60 days

    Steps

    1. 1

      Confirm

      Read the D8 page source for description, Open Graph and share image tags.

      Founding Product Engineer 1 hour

    2. 2

      Rewrite description

      Doors, frames, hardware; hardware sets; export to your estimating system.

      Co-founder (go-to-market) 1 hour

    3. 3

      Add share image

      Door schedule to hardware sets, 1200x630.

      Founding Product Engineer 2 hours

    4. 4

      Update footer

      Replace "Understand blueprints quickly." with the D8 line.

      Founding Product Engineer 1 hour

    5. 5

      Update terms wording

      Service description matches the takeoff product; counsel reviews.

      Co-founder (go-to-market) 1 week

    6. 6

      Check previews

      LinkedIn post inspector and search results.

      Founding Product Engineer 1 hour

    First result
    2 weeks
    Cost
    $0
    Owner
    Founding Product Engineer

    Smallest test

    Replace the homepage description today and share the page on LinkedIn to check the preview.

    Why it works

    Confirm the meta description in the page source and replace it with a Division 8 one (doors, frames and hardware takeoffs, hardware sets, export to your estimating system). Add a share image showing a door schedule turned into hardware sets. Update the footer tagline and the service description in the terms. Then check every page's title and description.

    Search results, LinkedIn shares and AI summaries take their text from these tags. Template text tells a cautious distributor the site is unfinished, so fixing it is an hour's work with an immediate effect.

    Risks and how to handle them

    • The site builder overwrites tags

      Set them in the builder's page settings and recheck after each publish.

    Evidence

    • Your websiteSite scan (November 9, 2026): the D8 homepage's meta description reads "Starter site for building a Ploy site." and it has no social share image; the headline changed from "Understand Blueprints with AI" to "Fast and accurate Division 8 takeoffs" since November 2025; LinkedIn Ads and Google Ads tags are installed.Source
    • Your websiteSitemap (8 URLs, checked November 9, 2026): home, /upload, /complete, /privacy-policy, /terms, /blog and two posts ("AI for Division 8 (Doors, Windows)" and the seed post "Time to Bild"); the D8 page on d8.bild.ai is not listed. The nav "Demo" link on www pages points to /#demo, but the homepage redirects to the D8 page, which has no demo section. The footer still says "Understand blueprints quickly."Source
    • Your websiteTerms of service (last updated February 11, 2025): describe "a construction estimation service" with cost figures for information only; users let Bild AI collect, analyze, use and store project data, which "may be used to improve the Service"; no confidentiality section; no security or trust page in the sitemap.Source
  • 05

    Bild's job post says distributors push takeoffs into "Comsense, AVAware, eMullion, ProTech, and TOAD". The homepage lists "Comsense, PortalPro, AV Aware, TOADe, DeMullion, SFH": two names are misspelled and ProTech is missing. "Does it work with my system?" is the first question a distributor asks, and Fresco already has workflow pages for Comsense, eMullion and SFH.

    Medium impactLow effort First result in 6 weeks Customer Success Manager

    First action

    Correct the integration names on the homepage today.

    How to measure it

    Uploads from integration pages

    Now
    –
    Target
    10 a month
    By
    90 days

    Steps

    1. 1

      Fix spellings

      Homepage list matches each vendor's own name; add ProTech.

      Founding Product Engineer 1 hour

    2. 2

      List exports

      What goes into each system and in what format.

      Founding Product Engineer 2 days

    3. 3

      Record hand-offs

      Two-minute video per system.

      Customer Success Manager 1 week

    4. 4

      Write pages

      One page per system with mapping and FAQs.

      Customer Success Manager 1 week

    5. 5

      Publish

      Link from the homepage list and the sitemap.

      Founding Product Engineer 1 day

    6. 6

      Measure

      Search queries and uploads by page.

      Co-founder (go-to-market) monthly

    First result
    6 weeks
    Cost
    Staff time only
    Owner
    Customer Success Manager

    Smallest test

    Publish the Comsense page first and track its search impressions.

    Why it works

    Fix the spellings on the homepage, then publish /integrations/comsense, /eMullion, /avaware, /toad, /protech and /sfh. Each page covers what is exported (openings, hardware sets, sized items), a two-minute screen recording of the hand-off, and the field mapping. The new CSM, who must know these systems, reviews each page.

    Estimators search for their own system's name with "takeoff" or "import". Correct names make those pages findable and answer the biggest switching question before a call.

    Risks and how to handle them

    • Trademark use of vendor names

      Use names factually, describe compatibility only and avoid logos unless permitted.

    Evidence

    • Your websiteHomepage features: schedule and spec extraction; hardware set automation (kick plates, thresholds and astragals sized by leaf); floor plan visualization; manufacturer cross-reference; the "Bildy" assistant ("Change every 90-min opening on L2 to HW-04"); addendum change tracking across 30%, 50% and 70% CD sets; plan, schedule and spec inconsistency checks for RFIs. Integrations listed as "Comsense, PortalPro, AV Aware, TOADe, DeMullion, SFH".Source
    • HiringCustomer Success Manager (San Francisco, posted September 14, 2026, $70K-$140K plus commission): "Today we are the AI takeoff platform for Division 8: doors, frames, and hardware." "Distributors across the US run their takeoffs on Bild AI and push them into Comsense, AVAware, eMullion, ProTech, and TOAD." The CSM will "Own a book of Division 8 distributors and run their weekly calls", travel 2-4 times a month to "sit next to estimators, run trainings", and "catch low usage early, and pull accounts back before they churn"; "Our customers want to talk to us every week."Source
    • Competitor researchFresco (YC, Division 8 rival) homepage: "Door (DFH) Takeoffs in Minutes"; main call to action "Get Your Free Takeoff"; two customer stories and 13 testimonials from estimators and owners; SOC 2 Type 2 with a trust site; workflow pages for Comsense, eMullion and SFH; a "Division 8 estimators guide" and posts such as "How to evaluate AI takeoff software on a job you already know the answer to" (October 20, 2026).Source

This quarter 12

The core plays for the next three months.

  • 06

    Distributors upload live bid sets, which are commercially sensitive. Bild's terms, last updated February 11, 2025, let it collect, analyze, use and store project data, which "may be used to improve the Service". They have no confidentiality section, and the site has no security page. Fresco and Togal both advertise SOC 2.

    High impactMedium effort First result in 1 month Co founder

    First action

    Write the five security questions buyers ask most and answer them on one page.

    How to measure it

    Visit-to-upload rate on /upload

    Now
    –
    Target
    +20%
    By
    1 quarter

    Steps

    1. 1

      Collect questions

      Security questions from past deals and calls.

      Customer Success Manager 1 week

    2. 2

      Decide policy

      Storage, retention, deletion and training opt-out.

      Co-founder (technical) 1 week

    3. 3

      Update terms

      Add confidentiality; have counsel review.

      Co-founder (go-to-market) 2 weeks

    4. 4

      Publish /security

      Plain answers, link from /upload.

      Founding Product Engineer 2 days

    5. 5

      Start SOC 2

      Pick an automation tool and auditor; set a date.

      Co-founder (technical) 1 quarter

    6. 6

      Measure

      Upload rate and deal time where security came up.

      Co-founder (go-to-market) monthly

    First result
    1 month
    Cost
    Counsel review plus SOC 2 tooling and audit
    Owner
    Co founder (technical)

    Smallest test

    Add a three-line confidentiality note to /upload and watch the upload rate.

    Why it works

    Publish /security covering where plans are stored, who can see them, retention and deletion on request, and whether customer plans train models (with an opt-out). Add a confidentiality clause and a short order form for distributors, and start a SOC 2 readiness project with a target date. Link the page from /upload and the confirmation email.

    Larger distributors run vendor reviews, and estimators hesitate to upload a live bid without assurance. Clear answers remove a silent objection on the exact page where Bild asks for plans.

    Risks and how to handle them

    • Promising more than is in place

      Publish only controls that exist today and show the roadmap separately.

    Evidence

    • Your websiteTerms of service (last updated February 11, 2025): describe "a construction estimation service" with cost figures for information only; users let Bild AI collect, analyze, use and store project data, which "may be used to improve the Service"; no confidentiality section; no security or trust page in the sitemap.Source
    • Competitor researchFresco (YC, Division 8 rival) homepage: "Door (DFH) Takeoffs in Minutes"; main call to action "Get Your Free Takeoff"; two customer stories and 13 testimonials from estimators and owners; SOC 2 Type 2 with a trust site; workflow pages for Comsense, eMullion and SFH; a "Division 8 estimators guide" and posts such as "How to evaluate AI takeoff software on a job you already know the answer to" (October 20, 2026).Source
    • Competitor researchTogal.AI door and hardware page: "4X faster"; $299 per user per month billed yearly; "Take a self-guided tour"; SOC 2 Type II; drawing comparison for revised sets; Togal counts openings but does not assign hardware sets or price openings.Source
  • 07

    www.bild.ai redirects with a 308 to a subdomain, d8.bild.ai, built on a different site builder. The blog, upload and legal pages stay on www. The sitemap lists the www home URL, which redirects, and does not list the D8 page at all. The product's main page therefore sits on a subdomain that search engines treat as a separate site, apart from the blog and press links that point at bild.ai.

    Medium impactMedium effort First result in 6 weeks Founding Product Engineer

    First action

    List every URL on both hosts and map each one to its final www address.

    How to measure it

    Organic sessions to the D8 page

    Now
    –
    Target
    +40%
    By
    1 quarter

    Steps

    1. 1

      Map URLs

      Both hosts, every page, final address.

      Founding Product Engineer 1 day

    2. 2

      Choose one builder

      Move the D8 page or the www pages so one site serves both.

      Founding Product Engineer 1 week

    3. 3

      Unify nav and footer

      One menu with Demo, Upload, Integrations, Security, Blog.

      Founding Product Engineer 2 days

    4. 4

      Redirect

      One-to-one 301s from d8.bild.ai.

      Founding Product Engineer 1 day

    5. 5

      One sitemap

      Every live page; submit in Search Console.

      Founding Product Engineer 1 hour

    6. 6

      Watch

      Indexing and rankings for Division 8 takeoff queries.

      Co-founder (go-to-market) monthly

    First result
    6 weeks
    Cost
    Engineering time
    Owner
    Founding Product Engineer

    Smallest test

    Add the D8 page to the sitemap and submit it this week.

    Why it works

    Serve the D8 page at www.bild.ai/ (or /division-8) on one site, with one nav, footer and sitemap. Redirect d8.bild.ai pages one-to-one, list every live page in a single sitemap, and submit it in Search Console. Keep future product pages (integrations, case studies, security) under www.

    Links from YC, press and the launch go to bild.ai. Consolidating puts that authority behind the page that sells, and gives visitors one consistent site.

    Risks and how to handle them

    • A temporary ranking dip after the move

      Use one-to-one redirects and keep titles the same during the move.

    Evidence

    • Your websiteSitemap (8 URLs, checked November 9, 2026): home, /upload, /complete, /privacy-policy, /terms, /blog and two posts ("AI for Division 8 (Doors, Windows)" and the seed post "Time to Bild"); the D8 page on d8.bild.ai is not listed. The nav "Demo" link on www pages points to /#demo, but the homepage redirects to the D8 page, which has no demo section. The footer still says "Understand blueprints quickly."Source
    • Your websiteHomepage (checked November 9, 2026; www.bild.ai redirects to d8.bild.ai): H1 "Fast and accurate Division 8 takeoffs", for "Division 8 distributors and estimators"; the only calls to action are "Upload your plans" (three times) and "Log in"; no demo booking, calendar, pricing or sample output.Source
    • PressLaunch HN (YC W25, February 2025): manual takeoffs "cost the global industry $30B a year"; the founders said they could serve only a subset of trades accurately and early customers included flooring suppliers; commenters noted that lumberyards often do takeoffs free to win business and suggested permit review as a use.Source
  • 08

    Estimators evaluate AI takeoff by testing it on a job whose answer they already know; Fresco's newest blog post is titled exactly that. Bild's homepage claims hardware set sizing, addendum diffs and inconsistency checks, which a side-by-side comparison would show far better than a chart.

    High impactMedium effort First result in 1 month Customer Success Manager

    First action

    Build a diff template from one existing customer's past job.

    How to measure it

    Bake-offs that convert to paid

    Now
    –
    Target
    50%
    By
    2 quarters

    Steps

    1. 1

      Design the report

      Openings, hardware sets, misses both ways, hours.

      Founding Product Engineer 1 week

    2. 2

      Pilot internally

      Run it on a customer's past job.

      Founding AI Engineer 1 week

    3. 3

      Write the offer

      A page and email: "Send us a job you already bid".

      Co-founder (go-to-market) 2 days

    4. 4

      Run bake-offs

      Walk through each report with the chief estimator.

      Customer Success Manager ongoing

    5. 5

      Feed misses back

      Every miss becomes a test case for the models.

      Founding AI Engineer weekly

    6. 6

      Track

      Bake-off to paid rate and reasons for losses.

      Co-founder (go-to-market) monthly

    First result
    1 month
    Cost
    Staff and compute time
    Owner
    Customer Success Manager

    Smallest test

    Offer the bake-off to the next five uploaders.

    Why it works

    Package the evaluation: the prospect uploads a finished past bid and their own takeoff export, and Bild returns a diff report: openings matched, hardware sets matched, items Bild found that the manual takeoff missed (or the reverse), and hours saved. The CSM walks through it on a call or on site. Use the report as the trial's exit criteria.

    It turns a vague accuracy claim into the buyer's own evidence, chosen by them, and gives the champion a document to show their boss.

    Risks and how to handle them

    • Bild misses items in front of the buyer

      Review each report before sending and show the fix path openly.

    Builds on

    Evidence

    • Competitor researchFresco (YC, Division 8 rival) homepage: "Door (DFH) Takeoffs in Minutes"; main call to action "Get Your Free Takeoff"; two customer stories and 13 testimonials from estimators and owners; SOC 2 Type 2 with a trust site; workflow pages for Comsense, eMullion and SFH; a "Division 8 estimators guide" and posts such as "How to evaluate AI takeoff software on a job you already know the answer to" (October 20, 2026).Source
    • Your websiteHomepage features: schedule and spec extraction; hardware set automation (kick plates, thresholds and astragals sized by leaf); floor plan visualization; manufacturer cross-reference; the "Bildy" assistant ("Change every 90-min opening on L2 to HW-04"); addendum change tracking across 30%, 50% and 70% CD sets; plan, schedule and spec inconsistency checks for RFIs. Integrations listed as "Comsense, PortalPro, AV Aware, TOADe, DeMullion, SFH".Source
    • HiringCustomer Success Manager (San Francisco, posted September 14, 2026, $70K-$140K plus commission): "Today we are the AI takeoff platform for Division 8: doors, frames, and hardware." "Distributors across the US run their takeoffs on Bild AI and push them into Comsense, AVAware, eMullion, ProTech, and TOAD." The CSM will "Own a book of Division 8 distributors and run their weekly calls", travel 2-4 times a month to "sit next to estimators, run trainings", and "catch low usage early, and pull accounts back before they churn"; "Our customers want to talk to us every week."Source
  • 09

    Bild's blog has two posts, a Division 8 overview and the seed announcement. The new CSM will sit next to estimators 2-4 times a month and must read door schedules, hardware sets and specs unaided. Fresco publishes estimator-level posts on fire-rated hardware and addendum changes.

    Medium impactMedium effort First result in 2 months Customer Success Manager

    First action

    List ten problems found on recent customer calls.

    How to measure it

    Blog-sourced uploads

    Now
    –
    Target
    8 a month
    By
    2 quarters

    Steps

    1. 1

      Collect topics

      Ten real problems from calls and visits.

      Customer Success Manager 1 week

    2. 2

      Anonymise

      Strip project and customer details from images.

      AI/SWE Intern ongoing

    3. 3

      Write

      500 words, one marked-up image, one fix.

      Customer Success Manager weekly

    4. 4

      Edit and publish

      Upload link at the end of every post.

      Co-founder (go-to-market) weekly

    5. 5

      Share

      Founder and CSM LinkedIn posts.

      Co-founder (go-to-market) weekly

    6. 6

      Review

      Which topics bring uploads.

      Co-founder (go-to-market) monthly

    First result
    2 months
    Cost
    Staff time only
    Owner
    Customer Success Manager

    Smallest test

    Publish four posts in a month and compare LinkedIn engagement with company posts.

    Why it works

    Each week, turn one real (anonymised) problem from the field into a short post with a marked-up schedule image: an opening that changed between CD sets, a hardware set that didn't match the spec, a fire-rating note buried in the specs. End each with "how Bild flags this" and an upload link. Share on LinkedIn, where the site already runs ads.

    Estimators trust practitioners. Field notes show Bild understands their work, rank for long-tail Division 8 questions, and give sales a reason to follow up.

    Risks and how to handle them

    • Customer project details leak

      Use redrawn examples and get customer sign-off.

    Evidence

    • Your websiteSitemap (8 URLs, checked November 9, 2026): home, /upload, /complete, /privacy-policy, /terms, /blog and two posts ("AI for Division 8 (Doors, Windows)" and the seed post "Time to Bild"); the D8 page on d8.bild.ai is not listed. The nav "Demo" link on www pages points to /#demo, but the homepage redirects to the D8 page, which has no demo section. The footer still says "Understand blueprints quickly."Source
    • HiringCustomer Success Manager (San Francisco, posted September 14, 2026, $70K-$140K plus commission): "Today we are the AI takeoff platform for Division 8: doors, frames, and hardware." "Distributors across the US run their takeoffs on Bild AI and push them into Comsense, AVAware, eMullion, ProTech, and TOAD." The CSM will "Own a book of Division 8 distributors and run their weekly calls", travel 2-4 times a month to "sit next to estimators, run trainings", and "catch low usage early, and pull accounts back before they churn"; "Our customers want to talk to us every week."Source
    • Competitor researchFresco (YC, Division 8 rival) homepage: "Door (DFH) Takeoffs in Minutes"; main call to action "Get Your Free Takeoff"; two customer stories and 13 testimonials from estimators and owners; SOC 2 Type 2 with a trust site; workflow pages for Comsense, eMullion and SFH; a "Division 8 estimators guide" and posts such as "How to evaluate AI takeoff software on a job you already know the answer to" (October 20, 2026).Source
    • Your websiteSite scan (November 9, 2026): the D8 homepage's meta description reads "Starter site for building a Ploy site." and it has no social share image; the headline changed from "Understand Blueprints with AI" to "Fast and accurate Division 8 takeoffs" since November 2025; LinkedIn Ads and Google Ads tags are installed.Source
  • 10

    The CSM post asks the hire to "catch low usage early, and pull accounts back before they churn" across a book of distributors. Bild's own ROI claim is measured in bids per estimator, so the same unit can show whether each account is healthy.

    High impactMedium effort First result in 6 weeks Customer Success Manager

    First action

    Pull takeoffs per estimator per week for every account for the last eight weeks.

    How to measure it

    Logo retention

    Now
    –
    Target
    95%+ over 12 months
    By
    4 quarters

    Steps

    1. 1

      Define signals

      Estimators active, takeoffs, edits, exports, recency.

      Customer Success Manager 2 days

    2. 2

      Build the table

      Weekly job from product data.

      Founding Product Engineer 1 week

    3. 3

      Set thresholds

      30% drop against the four-week average.

      Customer Success Manager 1 day

    4. 4

      Write plays

      Call, visit or retrain for each flag.

      Customer Success Manager 2 days

    5. 5

      Share with customers

      Bids-per-estimator trend on weekly calls.

      Customer Success Manager weekly

    6. 6

      Review

      Flags raised, saves and losses.

      Co-founder (go-to-market) monthly

    First result
    6 weeks
    Cost
    Engineering time
    Owner
    Customer Success Manager

    Smallest test

    Build the table in a spreadsheet for the top ten accounts.

    Why it works

    Build a weekly table per account: active estimators, takeoffs run per estimator, Bildy edits, exports to the estimating system and days since last upload. Flag accounts that drop 30% against their four-week average, and give each flag a play: a call, a site visit or retraining. Show customers their own bids-per-estimator trend on the weekly call.

    Early-stage churn is usually silent: one estimator stops using the tool, then the branch follows. A score built on the value metric spots that weeks earlier, and sharing it reinforces the ROI.

    Risks and how to handle them

    • Seasonal bid swings look like churn

      Compare with the same weeks last year once data allows.

    Evidence

    • HiringCustomer Success Manager (San Francisco, posted September 14, 2026, $70K-$140K plus commission): "Today we are the AI takeoff platform for Division 8: doors, frames, and hardware." "Distributors across the US run their takeoffs on Bild AI and push them into Comsense, AVAware, eMullion, ProTech, and TOAD." The CSM will "Own a book of Division 8 distributors and run their weekly calls", travel 2-4 times a month to "sit next to estimators, run trainings", and "catch low usage early, and pull accounts back before they churn"; "Our customers want to talk to us every week."Source
    • Your websiteHomepage proof: 18 distributor logos; "1.5x bid volume. Per estimator." and "40-60% more bids per estimator", credited only to "Division 8 distributor, $100M+ annual revenue"; a "Customer success story" heading ("Takeoff in hours instead of days") that links nowhere; "98+ sites in one year" across North America; no named testimonials or case studies.Source
  • 11

    Bild reports "98+ sites in one year" across North America from 18 logo customers, so many customers already run several sites. The CSM post is commissioned and owns a book of distributors. The cheapest next customer is the next branch of a happy one.

    High impactMedium effort First result in 2 months Customer Success Manager

    First action

    Map branches and estimators for the five largest accounts.

    How to measure it

    Net revenue retention

    Now
    –
    Target
    130%
    By
    4 quarters

    Steps

    1. 1

      Map accounts

      Branches, estimators, current use.

      Customer Success Manager 2 weeks

    2. 2

      Build the kit

      Internal case, training plan, ramp target.

      Customer Success Manager 1 week

    3. 3

      Set branch pricing

      A simple add-a-branch price.

      Co-founder (go-to-market) 1 week

    4. 4

      Ask the champion

      Intro to the next branch manager.

      Customer Success Manager ongoing

    5. 5

      Train on site

      Combine with planned travel.

      Customer Success Manager ongoing

    6. 6

      Track

      Branches live per account, monthly.

      Co-founder (go-to-market) monthly

    First result
    2 months
    Cost
    CSM time and travel
    Owner
    Customer Success Manager

    Smallest test

    Ask three champions for one branch introduction each.

    Why it works

    For every account, map branches and estimating teams, and mark which use Bild. Build a rollout kit for unused branches: the first branch's bids-per-estimator numbers, a training visit, and a 30-day ramp target. Price additional branches so expansion is an easy yes, and review the expansion pipeline weekly.

    Expansion inside a customer needs no new trust and uses internal proof. It also makes each logo harder for a rival to dislodge.

    Risks and how to handle them

    • Branches buy separately and slowly

      Offer a company-wide agreement once two branches are live.

    Builds on

    Evidence

    • Your websiteHomepage proof: 18 distributor logos; "1.5x bid volume. Per estimator." and "40-60% more bids per estimator", credited only to "Division 8 distributor, $100M+ annual revenue"; a "Customer success story" heading ("Takeoff in hours instead of days") that links nowhere; "98+ sites in one year" across North America; no named testimonials or case studies.Source
    • HiringCustomer Success Manager (San Francisco, posted September 14, 2026, $70K-$140K plus commission): "Today we are the AI takeoff platform for Division 8: doors, frames, and hardware." "Distributors across the US run their takeoffs on Bild AI and push them into Comsense, AVAware, eMullion, ProTech, and TOAD." The CSM will "Own a book of Division 8 distributors and run their weekly calls", travel 2-4 times a month to "sit next to estimators, run trainings", and "catch low usage early, and pull accounts back before they churn"; "Our customers want to talk to us every week."Source
  • 12

    The homepage's most distinctive feature is Bildy, which mass-edits openings in plain English ("Change every 90-min opening on L2 to HW-04"). New users rarely know what to ask a blank prompt box, and Bild's growth depends on each new estimator reaching value quickly.

    Medium impactLow effort First result in 1 month Founding Product Engineer

    First action

    Export last month's Bildy commands and count the top 25.

    How to measure it

    Week-one Bildy adoption

    Now
    –
    Target
    70% of new estimators
    By
    1 quarter

    Steps

    1. 1

      Mine logs

      Top successful commands and failures.

      AI/SWE Intern 3 days

    2. 2

      Group

      By task: ratings, sets, levels, alternates.

      Customer Success Manager 1 day

    3. 3

      Build suggestions

      One-click chips filled with project tags.

      Founding Product Engineer 1 week

    4. 4

      Cheat sheet

      One page for training visits.

      Customer Success Manager 2 days

    5. 5

      Ship

      Release to all accounts.

      Founding Product Engineer 1 day

    6. 6

      Measure

      Week-one usage and edits per takeoff.

      Founding Product Engineer monthly

    First result
    1 month
    Cost
    Engineering time
    Owner
    Founding Product Engineer

    Smallest test

    Hand the cheat sheet to the next three onboarding estimators.

    Why it works

    Mine Bildy logs for the 25 most common successful edits, group them (fire ratings, hardware sets, levels, alternates), and show them as one-click suggestions inside each takeoff, filled in with that project's real tags. Add them to CSM training and to a one-page cheat sheet.

    Suggested prompts show what the assistant can do, cut time to the first successful edit and spread power-user habits to every new estimator.

    Risks and how to handle them

    • Suggestions that do not fit a project

      Only show suggestions whose tags exist in the current takeoff.

    Evidence

    • Your websiteHomepage features: schedule and spec extraction; hardware set automation (kick plates, thresholds and astragals sized by leaf); floor plan visualization; manufacturer cross-reference; the "Bildy" assistant ("Change every 90-min opening on L2 to HW-04"); addendum change tracking across 30%, 50% and 70% CD sets; plan, schedule and spec inconsistency checks for RFIs. Integrations listed as "Comsense, PortalPro, AV Aware, TOADe, DeMullion, SFH".Source
    • HiringFounding Product Engineer (posted April 13, 2026) and Founding AI Engineer (posted May 18, 2026), both on-site in San Francisco at $120K-$180K plus 0.1-0.4% equity, and an AI/SWE Intern (posted July 20, 2026): full-stack React and Python with weekly customer conversations; computer vision and multimodal AI on messy construction documents; the product aims to "Revolutionize how people read blueprints today for people who've been doing this on paper." YC lists a team of 9 in San Francisco.Source
  • 13

    Distributors push Bild takeoffs into Comsense, AVAware, eMullion, ProTech and TOAD. Those vendors' customers are exactly Bild's market, and a faster takeoff makes their own product stickier.

    Medium impactMedium effort First result in 1 quarter Co founder

    First action

    Count exports by destination system over the last quarter.

    How to measure it

    Partner-sourced uploads

    Now
    –
    Target
    10 a quarter
    By
    2 quarters

    Steps

    1. 1

      Rank vendors

      Shared customers and export volume.

      Founding Product Engineer 2 days

    2. 2

      Prepare the pitch

      Data, joint value, proposed terms.

      Co-founder (go-to-market) 1 week

    3. 3

      Ask customers

      Shared customers vouch for the integration.

      Customer Success Manager 2 weeks

    4. 4

      Meet vendors

      Listing, webinar and referral terms.

      Co-founder (go-to-market) 1 month

    5. 5

      Run a webinar

      "From plans to your estimating system in an hour".

      Customer Success Manager 1 month

    6. 6

      Track

      Leads and closes by partner.

      Co-founder (go-to-market) monthly

    First result
    1 quarter
    Cost
    Staff time; possible referral fees
    Owner
    Co founder (go to market)

    Smallest test

    Ask one vendor for a listing on their integrations page.

    Why it works

    Approach each estimating-system vendor with usage data (number of shared customers, exports a month) and propose a listing on their partner or integrations page, a joint webinar for their users, and a referral fee or co-selling arrangement. Start with the vendor that has the most shared customers.

    A vendor's endorsement reaches every distributor on that system and answers the compatibility question in one step.

    Risks and how to handle them

    • A vendor builds its own takeoff

      Lead with hardware set automation and addenda, where Bild is deepest, and keep integrations neutral.

    Builds on

    Evidence

    • HiringCustomer Success Manager (San Francisco, posted September 14, 2026, $70K-$140K plus commission): "Today we are the AI takeoff platform for Division 8: doors, frames, and hardware." "Distributors across the US run their takeoffs on Bild AI and push them into Comsense, AVAware, eMullion, ProTech, and TOAD." The CSM will "Own a book of Division 8 distributors and run their weekly calls", travel 2-4 times a month to "sit next to estimators, run trainings", and "catch low usage early, and pull accounts back before they churn"; "Our customers want to talk to us every week."Source
    • Your websiteHomepage features: schedule and spec extraction; hardware set automation (kick plates, thresholds and astragals sized by leaf); floor plan visualization; manufacturer cross-reference; the "Bildy" assistant ("Change every 90-min opening on L2 to HW-04"); addendum change tracking across 30%, 50% and 70% CD sets; plan, schedule and spec inconsistency checks for RFIs. Integrations listed as "Comsense, PortalPro, AV Aware, TOADe, DeMullion, SFH".Source
  • 14

    The Door and Hardware Institute (DHI) runs the industry's courses, including "Intermediate Detailing Doors, Frames, and Hardware" and specification writing, plus the All Access conference. That is where Bild's buyers train, and Bild has no presence in that channel.

    Medium impactMedium effort First result in 1 quarter Co founder

    First action

    Ask DHI how education sessions and webinars are proposed.

    How to measure it

    DHI-sourced uploads

    Now
    –
    Target
    15
    By
    2 quarters

    Steps

    1. 1

      Contact DHI

      Ask about webinars, chapter talks and conference sessions.

      Co-founder (go-to-market) 1 week

    2. 2

      Build the session

      Ten real (anonymised) schedule and spec conflicts.

      Customer Success Manager 2 weeks

    3. 3

      Make the checklist

      A take-home takeoff checklist.

      Customer Success Manager 3 days

    4. 4

      Deliver

      Webinar or chapter talk.

      Customer Success Manager 1 day

    5. 5

      Follow up

      Checklist and an offer to run a job.

      Co-founder (go-to-market) 1 week

    6. 6

      Plan the conference

      Decide on All Access 2027.

      Co-founder (go-to-market) 1 month

    First result
    1 quarter
    Cost
    Staff time; possible sponsorship fee
    Owner
    Co founder (go to market)

    Smallest test

    Give one talk at a local chapter or a webinar.

    Why it works

    Offer DHI an education session or webinar on reading door schedules and catching spec conflicts. Use anonymised examples and show where AI helps, without a sales pitch. Follow up with attendees using a takeoff checklist, and plan a presence at DHI All Access 2027.

    Teaching in the industry's own channel builds trust with estimators, the users who champion tools to branch managers.

    Risks and how to handle them

    • Seen as a sales pitch

      Keep the session educational and vendor-neutral.

    Evidence

    • Industry researchDoor and Hardware Institute (DHI): certification programmes, in-person and online courses including DHC247 "Intermediate Detailing Doors, Frames, and Hardware" and AHC305 "Introduction to Specification Writing", and the DHI All Access conference (2027 registration opens January 2027).Source
    • HiringCustomer Success Manager (San Francisco, posted September 14, 2026, $70K-$140K plus commission): "Today we are the AI takeoff platform for Division 8: doors, frames, and hardware." "Distributors across the US run their takeoffs on Bild AI and push them into Comsense, AVAware, eMullion, ProTech, and TOAD." The CSM will "Own a book of Division 8 distributors and run their weekly calls", travel 2-4 times a month to "sit next to estimators, run trainings", and "catch low usage early, and pull accounts back before they churn"; "Our customers want to talk to us every week."Source
  • 15

    Bild has no pricing page, and its value claim is 40-60% more bids per estimator. Togal publishes $299 per user per month, so buyers comparing tools see a number from one vendor and nothing from Bild.

    Medium impactLow effort First result in 1 month Co founder

    First action

    Write down how current deals are priced and pick the unit to publish.

    How to measure it

    Pricing-page to upload or demo rate

    Now
    –
    Target
    10%
    By
    1 quarter

    Steps

    1. 1

      Pick the unit

      Seat, branch or takeoff, based on current deals.

      Co-founder (go-to-market) 2 days

    2. 2

      Set the range

      Starting price and what's included.

      Co-founder (go-to-market) 2 days

    3. 3

      Build the calculator

      Estimators, bids, win rate, margin.

      Founding Product Engineer 3 days

    4. 4

      Publish

      /pricing linked in the nav.

      Founding Product Engineer 1 day

    5. 5

      Pass inputs

      Calculator values prefill the demo form.

      Founding Product Engineer 1 day

    6. 6

      Review

      Deal sizes and close rates after launch.

      Co-founder (go-to-market) monthly

    First result
    1 month
    Cost
    Staff time only
    Owner
    Co founder (go to market)

    Smallest test

    Publish the calculator without prices and watch its use.

    Why it works

    Publish a /pricing page that explains the unit (per estimator seat, per branch or per takeoff), a starting price or range, what's included (integrations, training visits, weekly calls), and a calculator: estimators x bids per month x win rate x margin shows the value of 1.5x bids. Keep enterprise terms on request.

    Distributors budget per estimator. A clear unit and an ROI tied to the homepage claim qualify buyers before the call and move the conversation from cost to bids won.

    Risks and how to handle them

    • Anchoring large distributors too low

      Publish a starting price and route multi-branch buyers to a quote.

    Evidence

    • Your websiteHomepage (checked November 9, 2026; www.bild.ai redirects to d8.bild.ai): H1 "Fast and accurate Division 8 takeoffs", for "Division 8 distributors and estimators"; the only calls to action are "Upload your plans" (three times) and "Log in"; no demo booking, calendar, pricing or sample output.Source
    • Your websiteHomepage proof: 18 distributor logos; "1.5x bid volume. Per estimator." and "40-60% more bids per estimator", credited only to "Division 8 distributor, $100M+ annual revenue"; a "Customer success story" heading ("Takeoff in hours instead of days") that links nowhere; "98+ sites in one year" across North America; no named testimonials or case studies.Source
    • Competitor researchTogal.AI door and hardware page: "4X faster"; $299 per user per month billed yearly; "Take a self-guided tour"; SOC 2 Type II; drawing comparison for revised sets; Togal counts openings but does not assign hardware sets or price openings.Source
  • 21

    Real visitors on the D8 page already pass Core Web Vitals (LCP 1.7s at p75), so this is not urgent. But Google's mobile lab test scores 72, with an 8.8s LCP on a slow connection. The page is 3.5 MB, including a roughly 1 MB YouTube player and 750 KB of unused JavaScript, and estimators often open links on phones at job sites.

    Low impactLow effort First result in 1 week Founding Product Engineer

    First action

    Replace the YouTube embed with a click-to-load thumbnail.

    How to measure it

    Mobile lab LCP

    Now
    –
    Target
    under 4s
    By
    30 days

    Steps

    1. 1

      Facade the video

      Thumbnail until clicked.

      Founding Product Engineer 2 hours

    2. 2

      Compress the hero

      Modern format, right size for mobile.

      Founding Product Engineer 1 hour

    3. 3

      Defer scripts

      Analytics and consent after first paint.

      Founding Product Engineer 2 hours

    4. 4

      Check duplicates

      One copy of each tool in the tag manager.

      Founding Product Engineer 1 hour

    5. 5

      Re-test

      PageSpeed mobile and desktop.

      Founding Product Engineer 1 hour

    6. 6

      Watch field data

      Chrome UX Report monthly.

      Founding Product Engineer monthly

    First result
    1 week
    Cost
    $0
    Owner
    Founding Product Engineer

    Smallest test

    Facade the video and re-run PageSpeed.

    Why it works

    Load the YouTube player only when clicked (a thumbnail facade), compress the hero image, defer analytics and consent scripts until after the first paint, and check that no tool is loaded twice through the tag manager. Re-test with PageSpeed.

    Ad clicks from phones on weak site connections are where a heavy page loses visitors, and the fixes are small.

    Risks and how to handle them

    • Deferred analytics miss quick bounces

      Keep a lightweight page-view event early.

    Evidence

    • PageSpeedGoogle PageSpeed for the D8 homepage (November 9, 2026): mobile score 72 (desktop 94); lab LCP 8.8s on a 3.5 MB page with 1.47 MB of JavaScript, of which about 750 KB is unused; a YouTube player adds about 982 KB and analytics 255 KB. Real visitors pass Core Web Vitals (Chrome UX Report p75: LCP 1.7s, INP 66 ms, CLS 0.01).Source
    • Your websiteSite scan (November 9, 2026): the D8 homepage's meta description reads "Starter site for building a Ploy site." and it has no social share image; the headline changed from "Understand Blueprints with AI" to "Fast and accurate Division 8 takeoffs" since November 2025; LinkedIn Ads and Google Ads tags are installed.Source
  • 22

    The CSM will travel 2-4 times a month to sit next to customer estimators, and Bild reports 98+ sites across North America. Each trip already pays for the flight; the marginal cost of visiting two more distributors in the same metro is a few hours.

    Medium impactLow effort First result in 1 month Customer Success Manager

    First action

    For next month's trips, list two nearby prospects per stop.

    How to measure it

    Trip-sourced meetings

    Now
    –
    Target
    4 a month
    By
    1 quarter

    Steps

    1. 1

      Plan the route

      Upcoming customer visits by metro.

      Customer Success Manager monthly

    2. 2

      List prospects

      Distributors within an hour of each stop.

      AI/SWE Intern monthly

    3. 3

      Ask for intros

      Customer champions introduce peers.

      Customer Success Manager ongoing

    4. 4

      Book visits

      Short meetings or lunches.

      Co-founder (go-to-market) ongoing

    5. 5

      Bring proof

      Case study and a run-one-job offer.

      Customer Success Manager ongoing

    6. 6

      Log and map

      Meetings, uploads and wins by metro.

      Co-founder (go-to-market) monthly

    First result
    1 month
    Cost
    A few extra hours per trip
    Owner
    Customer Success Manager

    Smallest test

    Add one prospect visit to the next trip.

    Why it works

    Before each trip, list Division 8 distributors within an hour of the customer site. Book short visits or lunches, ideally with an introduction from the customer's chief estimator, and bring the named case study and an offer to run one of their jobs. Log results and keep a metro-by-metro map of coverage.

    Face-to-face visits with local proof close faster in a relationship-driven trade, and the travel budget is already committed.

    Risks and how to handle them

    • Customer time gets squeezed

      Customer work first; prospect visits only before or after.

    Builds on

    Evidence

    • HiringCustomer Success Manager (San Francisco, posted September 14, 2026, $70K-$140K plus commission): "Today we are the AI takeoff platform for Division 8: doors, frames, and hardware." "Distributors across the US run their takeoffs on Bild AI and push them into Comsense, AVAware, eMullion, ProTech, and TOAD." The CSM will "Own a book of Division 8 distributors and run their weekly calls", travel 2-4 times a month to "sit next to estimators, run trainings", and "catch low usage early, and pull accounts back before they churn"; "Our customers want to talk to us every week."Source
    • Your websiteHomepage proof: 18 distributor logos; "1.5x bid volume. Per estimator." and "40-60% more bids per estimator", credited only to "Division 8 distributor, $100M+ annual revenue"; a "Customer success story" heading ("Takeoff in hours instead of days") that links nowhere; "98+ sites in one year" across North America; no named testimonials or case studies.Source

Big bets 3

Larger plays that can change the trajectory.

  • 17

    Bild already extracts schedules, maps openings to hardware sets, sizes items and cross-references approved manufacturer alternates. After the bid is won, the same distributor's detailers rebuild much of that work for submittals, and DHI runs whole courses on detailing doors, frames and hardware.

    High impactHigh effort First result in 2 quarters Co founder

    First action

    Sit with two customers' detailers and time how much of a submittal is rebuilt from the takeoff.

    How to measure it

    Average revenue per account

    Now
    –
    Target
    +40%
    By
    4 quarters

    Steps

    1. 1

      Shadow detailers

      Time the rework from takeoff to submittal at two customers.

      Customer Success Manager 2 weeks

    2. 2

      Scope

      The smallest useful draft submittal.

      Co-founder (technical) 2 weeks

    3. 3

      Build

      Draft hardware schedule from the approved takeoff.

      Founding Product Engineer 2 months

    4. 4

      Carry addenda

      Changes flow from bid to submittal.

      Founding AI Engineer 1 month

    5. 5

      Pilot

      Two customers, live jobs.

      Customer Success Manager 1 month

    6. 6

      Price

      Add-on per job or per detailer.

      Co-founder (go-to-market) 2 weeks

    7. 7

      Launch

      To all accounts with training.

      Customer Success Manager 1 month

    First result
    2 quarters
    Cost
    Two engineers for two quarters
    Owner
    Co founder (technical)

    Smallest test

    Produce one draft hardware schedule by hand from a won job and ask the detailer how long it saved.

    Why it works

    Build a detailing workflow on top of the takeoff: when a job is won, generate a draft hardware schedule and submittal package from the approved takeoff, carry addendum changes forward, and export to the distributor's estimating system. Pilot it with two existing customers, then price it as an add-on per job or per detailer.

    It doubles the users inside each distributor (estimators and detailers), raises revenue per account and ties Bild to the job after the bid, which makes switching much harder.

    Risks and how to handle them

    • Submittal formats vary by manufacturer and customer

      Start with one format used by the pilot customers.

    Builds on

    Evidence

    • Your websiteHomepage features: schedule and spec extraction; hardware set automation (kick plates, thresholds and astragals sized by leaf); floor plan visualization; manufacturer cross-reference; the "Bildy" assistant ("Change every 90-min opening on L2 to HW-04"); addendum change tracking across 30%, 50% and 70% CD sets; plan, schedule and spec inconsistency checks for RFIs. Integrations listed as "Comsense, PortalPro, AV Aware, TOADe, DeMullion, SFH".Source
    • Industry researchDoor and Hardware Institute (DHI): certification programmes, in-person and online courses including DHC247 "Intermediate Detailing Doors, Frames, and Hardware" and AHC305 "Introduction to Specification Writing", and the DHI All Access conference (2027 registration opens January 2027).Source
    • Competitor researchTogal.AI door and hardware page: "4X faster"; $299 per user per month billed yearly; "Take a self-guided tour"; SOC 2 Type II; drawing comparison for revised sets; Togal counts openings but does not assign hardware sets or price openings.Source
  • 18

    Bild started broad (flooring suppliers were early customers, and it said it could serve only a subset of trades accurately), then won by going deep on Division 8. Every uploaded bid set also contains other divisions, so Bild holds unique evidence of which adjacent scope its customers, or their sister companies, would pay for next.

    High impactHigh effort First result in 2 quarters Co founder

    First action

    Count which other divisions' schedules appear in the last 100 uploaded sets.

    How to measure it

    Second-trade paid pilots

    Now
    –
    Target
    3
    By
    3 quarters

    Steps

    1. 1

      Tag uploads

      Other divisions and schedules in each set.

      Founding AI Engineer 2 weeks

    2. 2

      Ask customers

      What else they quote or refer out.

      Customer Success Manager 1 month

    3. 3

      Score trades

      Structure, buyer overlap, competition.

      Co-founder (go-to-market) 2 weeks

    4. 4

      Prototype

      Extraction for the top trade's schedules.

      Founding AI Engineer 2 months

    5. 5

      Pilot

      Three customers, paid.

      Customer Success Manager 2 months

    6. 6

      Decide

      Build, wait or drop.

      Co-founder (technical) 1 week

    First result
    2 quarters
    Cost
    One engineer for two quarters plus pilot support
    Owner
    Co founder (technical)

    Smallest test

    Run the upload tagging for one month before any building.

    Why it works

    Tag the other divisions present in uploaded sets and ask on weekly calls which scopes distributors also quote or pass to partners. Score candidate trades on schedule-driven structure (like door schedules), buyer overlap and competition. Pilot one with three existing customers before building, and keep Division 8 depth as the priority.

    The D8 playbook (schedules, specs, sets, exports) can repeat in another schedule-heavy trade. Choosing it from real upload data and existing relationships cuts the risk of a second market.

    Risks and how to handle them

    • Losing focus on Division 8 while Fresco competes there

      Ring-fence one engineer and keep the D8 roadmap first.

    Evidence

    • PressLaunch HN (YC W25, February 2025): manual takeoffs "cost the global industry $30B a year"; the founders said they could serve only a subset of trades accurately and early customers included flooring suppliers; commenters noted that lumberyards often do takeoffs free to win business and suggested permit review as a use.Source
    • Your websiteSite scan (November 9, 2026): the D8 homepage's meta description reads "Starter site for building a Ploy site." and it has no social share image; the headline changed from "Understand Blueprints with AI" to "Fast and accurate Division 8 takeoffs" since November 2025; LinkedIn Ads and Google Ads tags are installed.Source
    • Your websiteSeed post "Time to Bild": a round led by Khosla Ventures; the mission is to make housing and infrastructure cheaper and faster to build; blueprints analysed across 6 countries; days of work in hours (a claimed 20x); also flags permitting and compliance issues.Source
  • 19

    Bild diffs openings across 30%, 50% and 70% CD sets and cross-checks plans, schedules and specs for every job it processes. Across many distributors, that adds up to data nobody else has: how many openings change between sets, how often schedules contradict specs, and how often fire ratings are missed.

    High impactMedium effort First result in 2 quarters Co founder

    First action

    Decide on the consent and anonymisation rules, then count changes per addendum across last year's jobs.

    How to measure it

    Report-sourced uploads

    Now
    –
    Target
    40
    By
    2 quarters after launch

    Steps

    1. 1

      Set the rules

      Consent, aggregation thresholds, no project identifiers.

      Co-founder (technical) 2 weeks

    2. 2

      Pull data

      Addendum diffs and conflicts by project type.

      Founding AI Engineer 1 month

    3. 3

      Interpret

      Review findings with three chief estimators.

      Customer Success Manager 2 weeks

    4. 4

      Write and design

      Ten charts, one-page summary.

      Co-founder (go-to-market) 1 month

    5. 5

      Launch

      LinkedIn, trade press, DHI channels.

      Co-founder (go-to-market) 2 weeks

    6. 6

      Follow up

      Offer a bake-off to downloaders.

      Customer Success Manager ongoing

    First result
    2 quarters
    Cost
    Staff time and design
    Owner
    Co founder (go to market)

    Smallest test

    Publish one statistic (openings changed per addendum) in a LinkedIn post.

    Why it works

    With customer consent and strict anonymisation, publish a yearly report: average openings per project type, the share that change per addendum, the most common schedule/spec conflicts and their typical cost. Launch it through DHI channels, LinkedIn and trade press, with a gated full version that leads to a bake-off.

    Original data earns links, press and speaking slots, and positions Bild as the authority on Division 8 risk. Every statistic is also a reason to try the product.

    Risks and how to handle them

    • Customers worry about data use

      Opt-in only, aggregate thresholds and publish the method.

    Builds on

    Evidence

    • Your websiteHomepage features: schedule and spec extraction; hardware set automation (kick plates, thresholds and astragals sized by leaf); floor plan visualization; manufacturer cross-reference; the "Bildy" assistant ("Change every 90-min opening on L2 to HW-04"); addendum change tracking across 30%, 50% and 70% CD sets; plan, schedule and spec inconsistency checks for RFIs. Integrations listed as "Comsense, PortalPro, AV Aware, TOADe, DeMullion, SFH".Source
    • Your websiteTerms of service (last updated February 11, 2025): describe "a construction estimation service" with cost figures for information only; users let Bild AI collect, analyze, use and store project data, which "may be used to improve the Service"; no confidentiality section; no security or trust page in the sitemap.Source
    • Industry researchDoor and Hardware Institute (DHI): certification programmes, in-person and online courses including DHC247 "Intermediate Detailing Doors, Frames, and Hardware" and AHC305 "Introduction to Specification Writing", and the DHI All Access conference (2027 registration opens January 2027).Source

Wildcards 2

Unexpected experiments, each with a cheap way to test it.

  • 16

    Bild trains estimators in person at distributors across North America. Estimators in a specialist trade like Division 8 often move between distributors, and an estimator who already bids 1.5x faster with Bild is its best salesperson at the new firm.

    Medium impactLow effort First result in 2 quarters Customer Success Manager

    First action

    Export the list of active estimator users and their employers.

    How to measure it

    Alumni-sourced accounts

    Now
    –
    Target
    3
    By
    4 quarters

    Steps

    1. 1

      Build the list

      Trained estimators with consent to stay in touch.

      Customer Success Manager 1 week

    2. 2

      Spot moves

      Deactivated users and profile job changes.

      AI/SWE Intern monthly

    3. 3

      Write the note

      Congratulations plus a free bake-off offer.

      Customer Success Manager 1 day

    4. 4

      Set a reward

      Simple thank-you for introductions that convert.

      Co-founder (go-to-market) 1 day

    5. 5

      Issue certificates

      "Bild-trained estimator" after training.

      Customer Success Manager ongoing

    6. 6

      Track

      Moves, conversations and accounts won.

      Co-founder (go-to-market) quarterly

    First result
    2 quarters
    Cost
    Staff time and small rewards
    Owner
    Customer Success Manager

    Smallest test

    Contact every estimator who left an account in the last year.

    Why it works

    Keep a list of every estimator trained (with consent). When one leaves an account, the CSM sends a congratulations note and offers a free bake-off at the new employer. Add a simple referral reward for estimators who introduce their new firm, and a "Bild-trained" certificate they can add to their profile.

    A champion who arrives at a new company with proven results shortens the sale from months to weeks, and the certificate gives estimators a reason to stay connected.

    Risks and how to handle them

    • Former employer sees it as poaching

      Contact only people who have already moved, and never use the old employer's data.

    Builds on

    Evidence

    • HiringCustomer Success Manager (San Francisco, posted September 14, 2026, $70K-$140K plus commission): "Today we are the AI takeoff platform for Division 8: doors, frames, and hardware." "Distributors across the US run their takeoffs on Bild AI and push them into Comsense, AVAware, eMullion, ProTech, and TOAD." The CSM will "Own a book of Division 8 distributors and run their weekly calls", travel 2-4 times a month to "sit next to estimators, run trainings", and "catch low usage early, and pull accounts back before they churn"; "Our customers want to talk to us every week."Source
    • Your websiteHomepage proof: 18 distributor logos; "1.5x bid volume. Per estimator." and "40-60% more bids per estimator", credited only to "Division 8 distributor, $100M+ annual revenue"; a "Customer success story" heading ("Takeoff in hours instead of days") that links nowhere; "98+ sites in one year" across North America; no named testimonials or case studies.Source
  • 20

    Bild already cross-checks plans, schedules and specs for mismatches to help write RFIs; its blog example is a fire-rating note on page 47 that could cost tens of thousands of dollars. A full takeoff is a big ask for a first visit; a conflict check is a small one with an instant payoff.

    Medium impactMedium effort First result in 2 months Founding AI Engineer

    First action

    Wrap the existing inconsistency check in a single-page upload for internal testing.

    How to measure it

    Checker-to-takeoff conversion

    Now
    –
    Target
    20%
    By
    2 quarters

    Steps

    1. 1

      Scope

      Schedule page plus spec section only.

      Founding AI Engineer 1 week

    2. 2

      Build

      Upload, run the existing check, email the result.

      Founding AI Engineer 3 weeks

    3. 3

      Design the result

      Conflicts with page references and a full-takeoff button.

      Founding Product Engineer 1 week

    4. 4

      Protect

      Usage caps and the confidentiality notice.

      Founding Product Engineer 3 days

    5. 5

      Launch

      To LinkedIn, customers' peers and DHI contacts.

      Co-founder (go-to-market) 1 week

    6. 6

      Follow up

      CSM call for every user with a real conflict.

      Customer Success Manager ongoing

    First result
    2 months
    Cost
    Engineering time and compute
    Owner
    Founding AI Engineer

    Smallest test

    Run the check manually for ten prospects and send the results.

    Why it works

    Launch a free tool: upload a door schedule page and the hardware spec section, get a list of conflicts (missing sets, rating mismatches, quantity differences) by email within minutes. The result invites the user to run the full takeoff on the same job. Cap usage and keep files confidential under the new security page.

    Free tools that solve one painful step spread by word of mouth among estimators and give Bild a steady flow of qualified, project-specific leads.

    Risks and how to handle them

    • False alarms damage trust

      Show only high-confidence conflicts with page references.

    Builds on

    Evidence

    • Your websiteHomepage features: schedule and spec extraction; hardware set automation (kick plates, thresholds and astragals sized by leaf); floor plan visualization; manufacturer cross-reference; the "Bildy" assistant ("Change every 90-min opening on L2 to HW-04"); addendum change tracking across 30%, 50% and 70% CD sets; plan, schedule and spec inconsistency checks for RFIs. Integrations listed as "Comsense, PortalPro, AV Aware, TOADe, DeMullion, SFH".Source
    • Your websiteBlog post "AI for Division 8 (Doors, Windows)": estimators search hundreds of pages and retype data into ERP systems, taking days to weeks on bigger projects; a fire-rating note on "page 47" missed could cost "tens of thousands of dollars"; output imports into existing ERP systems.Source
    • Competitor researchFresco (YC, Division 8 rival) homepage: "Door (DFH) Takeoffs in Minutes"; main call to action "Get Your Free Takeoff"; two customer stories and 13 testimonials from estimators and owners; SOC 2 Type 2 with a trust site; workflow pages for Comsense, eMullion and SFH; a "Division 8 estimators guide" and posts such as "How to evaluate AI takeoff software on a job you already know the answer to" (October 20, 2026).Source

03

How Programmable can help

Where an idea in this playbook is something Programmable builds or runs, it's listed here with what we'd do. Everything else is yours to run.

ProgrammableInfo

Turn the research into a list you can act on

These ideas start with finding the right companies. Info finds them and the right person at each, researches every one and drafts the outreach, then asks before it sends.

  • Build this list in Info for idea #22 (opens programmable.info in a new tab)

New accounts: 100,000 free credits with code BETA100K

Find the companies (opens programmable.info in a new tab)
More example playbooks and reviews
ProgrammableDigital

Show Bild AI’s product working

Turn screenshots or the website into an animated product demo in its own brand, for the homepage, launch posts and outreach in this playbook.

Make a demo (opens programmable.digital in a new tab)

More growth playbooks

Other companies we have researched, each read from what they are hiring for.

  • Selfin growth strategyA broker for business event risk: Selfin takes a risk that insurance and futures do not cover (a club's relegation, an airport hub…22 growth ideas
  • Camunda growth strategyAn agentic orchestration platform built on the BPMN and DMN open standards that coordinates AI agents, people and systems across…21 growth ideas
  • Read AI growth strategyAn AI assistant for meetings, email and messages: meeting reports, transcripts and coaching, Ask Read search across tools, the Ada digital…22 growth ideas
  • Forever 21 growth strategyA digital-first fast-fashion brand selling trend-led women's, men's, plus-size and kids' clothing, accessories and beauty at low prices…21 growth ideas
  • Pleywell growth strategyA women-owned brand licensing and omnichannel agency in Los Angeles: licensing strategy and management, consulting and education, and…21 growth ideas
  • Doximity growth strategyThe largest professional network for U.S. clinicians, with free clinical AI and workflow tools (Ask, Scribe, Dialer, Amion) and paid…21 growth ideas
  • Survival Garden Seeds growth strategyAn American family-owned online seed company selling non-GMO, heirloom, open-pollinated vegetable, herb, flower, microgreen and grain…21 growth ideas
  • Nango growth strategyAn open-source, code-first platform for product integrations and AI agent access to 1,000+ APIs: auth, tools and MCP, syncs, triggers…22 growth ideas

See every playbook and website review

Independent research. Programmable wrote this playbook from public sources, as they stood on November 10, 2026, and cites them throughout. Bild AI did not commission, review or endorse it, and Programmable is not affiliated with Bild AI. Company and product names are trademarks of their owners, used only to identify them. The ideas are suggestions and opinion, not professional, legal or financial advice, and not statements about how Bild AI runs its business.

Something wrong, or do you represent Bild AI? Email [email protected] and we will correct it or take it down.

30/60/90 roadmap

What to focus on in each month, and the ideas that carry it.

  1. Days 1 to 306 ideas

    Fix the upload-to-walkthrough path, the dead Demo link, the anonymous proof, the page descriptions and the integration names, and trim the mobile page.

  2. Days 31 to 609 ideas

    Trust page, one domain, the known-job bake-off, field-led content, the health score, Bildy prompts, estimating-platform partners, pricing and prospecting on CSM trips.

  3. Days 61 to 907 ideas

    Branch expansion, DHI education, estimator alumni, and the big bets: detailing, a second trade, the addendum benchmark and a free checker.

The research behind the plan

3 research areas, each summarised in a few lines. Open any of them for the full detail.

Customers

What customers say

Customers value takeoffs in hours instead of days. The most cited problem: hundreds of pages of plans and specs per bid.

  • More bids per estimator without losing accuracy
  • Missed fire ratings and hardware details that cost money later
  • In their words: “takeoff”

Market

Competitive landscape

3 competitors compared: Fresco, Togal.AI and On Center Software (On-Screen Takeoff, Quick Bid).

  • Gap to exploit: Hardware set automation, not just opening counts
  • Fresco: No public pricing
  • Togal.AI: Counts openings but does not assign hardware sets or price openings

Hiring signals

Bild AI is a team of about nine hiring four roles in San Francisco, and the newest says the most.

  • Customer Success Manager: Owns distributor accounts, weekly calls, on-site training and churn prevention. Ideas 1, 3, 10, 11, 22.
  • Founding Product Engineer: Full-stack, customer-facing product ownership. Ideas 2, 7, 12, 21.
  • Founding AI Engineer: Vision and multimodal AI on messy construction documents. Ideas 18, 19, 20.

From the team that wrote this playbook

All products
  • ProgrammableAgencyWorking AI systems in days, not quarters (opens programmable.agency in a new tab)
  • ProgrammableInfoAn agent that finds, researches and asks first (opens programmable.info in a new tab)
  • ProgrammableDigitalScreenshots in, an animated product demo out (opens programmable.digital in a new tab)
  • ProgrammableWatchKnow the day a supplier falls out of compliance (opens programmable.watch in a new tab)
  • ProgrammableTalkGet registrants for your events, and know who’s coming (opens programmable.talk in a new tab)
  • ProgrammablePageText what you need, your customer gets a page that works (opens programmable.page in a new tab)
  • ProgrammableCommunityForums with labelled AI members, never empty (opens programmable.community in a new tab)
ProgrammableMarketing
ExamplesLeaderboardsProductsTermsPrivacyCookiesDPALegalContact

© 2026 AI-Powered Growth Intelligence