Office Hours growth playbook

Render each profile on the server with its headline, current and past roles and expertise tags; give it its own title and description ("Former VP, Payment Integrity at a health plan | Book a call on Office Hours"); add Person and ProfilePage structured data and a self-canonical; add a clear "Book this expert" button for clients next to the expert-side copy. Experts who prefer not to be indexed get a noindex switch in settings. Start with the 5,000 most complete profiles and measure indexed pages and client sign-ups from organic search.

Expert networks win on finding the right person fast. Indexable, specific profiles turn the network itself into the marketing: every profile answers a search that GLG or Guidepoint cannot, because their experts are hidden behind sales calls.

[ ] Headline and roles in the first HTML response
[ ] Unique title and meta description
[ ] Self-canonical
[ ] Person / ProfilePage structured data
[ ] "Book this expert" button for clients
[ ] Expert opt-out (noindex) in settings
[ ] Profiles included in sitemap with lastmod

• Experts dislike being indexed

  Announce it, show the benefit (more bookings) and keep the opt-out one click.

• Compliance sensitivity

  Show only what the expert already publishes on the profile; never show client names or call history.

• Your websiteExpert profile pages: server-sitemap.xml lists 55,023 profile URLs at the site root. Samples fetched twice on October 22, 2026 return a loading animation as the page body; the headline, summary and work history sit only in the page's script data and appear after JavaScript runs. Every sampled profile has the same meta description, "Office Hours is the best place to get paid to share what you know.", no canonical tag and no structured data.Source
• HiringFounding Head of Marketing (posted August 25, 2026), reporting to the CEO, to "build our marketing function from the ground up": own positioning and the "why Office Hours, why now" story "across Sales, CS, Product"; build "our master sales deck, best-fit customer profile-specific one-pagers, pricing collateral, category overviews, and website content"; run a content engine of "case studies and POV pieces to white papers, longer-form reports, and a company newsletter" from "expert conversations, proprietary data and frameworks, events"; own CEO amplification on LinkedIn; and "Lead our dinner series and other owned events end to end".Source
• Your websiteSolution pages: /solutions/investors ("The expert network for venture capital firms": a "proprietary knowledge graph", MNPI attestations, recording and transcripts, and recruiting "more high quality experts in the first 24 hours than any other expert network") and /solutions/startups. The startups page repeats "We've built the best tools and functionality for investors". Both say "Office Hours Pro is trusted by hundreds of companies". There are no pages for consulting firms, pharma and life sciences, digital health or AI labs beyond clinical data.Source
• HiringSoftware Engineer, Benchmarking (posted August 17, 2026): builds "the platform behind our AI model evaluations", turns "results into published output", and will "Develop the scoreboard and leaderboard: Build the published views of our results, including model-level, benchmark-level, task-level, domain-level, and rubric-level performance". A Senior Frontend Engineer was posted October 9, 2026.Source
• Competitor researchRivals' own homepages: Guidepoint, "Global Expert Network & Research Platform" with "verified experts & AI tools"; Mercor, "powering frontier research, AI benchmarks, and AI agent training at scale for the top AI labs and enterprises". GLG, AlphaSights and Tegus also sell expert calls to investors and consultants.See the research Source

Add a two-way switch at the top of the homepage and a "For clients" menu (investors, consulting firms, companies, AI labs and Expert Data). The client view leads with speed (experts in 24 hours), compliance (MNPI attestations, recording) and "Request a demo"; the expert view keeps today's page.

Two-sided marketplaces need two front doors. Buyers who arrive from a referral or an expert's booking link currently have to guess where to go.

• Expert sign-ups drop

  Keep the expert view as the default and watch sign-up rate.

• Your websiteHomepage (checked October 22, 2026): H1 "Earn income sharing knowledge", tagline "The Expert Company", "Sign up" as the main button; stats "$28,000+ Average annual earnings for top experts", "42+" countries, "35,000+ Experts across industry, academia, and research"; sections for consultations, surveys and "Model Training" (data labeling, RLHF and expert evaluation). The only client-facing link is to /expert-data-services; the investor and startup solution pages are not linked, and the footer has Blog, Docs, Careers, Support, FAQ and Contact.Source
• Your websiteSolution pages: /solutions/investors ("The expert network for venture capital firms": a "proprietary knowledge graph", MNPI attestations, recording and transcripts, and recruiting "more high quality experts in the first 24 hours than any other expert network") and /solutions/startups. The startups page repeats "We've built the best tools and functionality for investors". Both say "Office Hours Pro is trusted by hundreds of companies". There are no pages for consulting firms, pharma and life sciences, digital health or AI labs beyond clinical data.Source
• HiringCompany description in every job post: "an on-demand expert network"; experts earn "through advisory work, projects, and AI model training"; "a hyper-growth and profitable company, quickly expanding our expert network, launching new offices, and new products", headquartered in San Francisco with offices in Brooklyn and Bangalore; "Our customers include the fastest-growing digital health companies, technology companies, institutional investment firms, consulting firms and AI Labs."Source
• HiringClient Solutions Manager, New York (posted October 6, 2026): owns "a portfolio of enterprise customers" and their growth through "account acquisition and account expansion strategies"; "Your book of business will consist of the most prominent investment firms in the region"; "Previous expert network experience ... is strongly preferred". Client Solutions Associates are also being hired in San Francisco and New York.Source

Rewrite the startups section for founders and product teams, and place the Drata and Brex stories on the startups page and an investor story on the investor page, each with one number and one quote. Add the two pages and /expert-data-services to the sitemap.

Small copy errors cost trust with exactly the buyers who judge vendors on rigor; named proof does the opposite.

• Customers decline to be named

  Use the firm type and the result.

• Your websiteSolution pages: /solutions/investors ("The expert network for venture capital firms": a "proprietary knowledge graph", MNPI attestations, recording and transcripts, and recruiting "more high quality experts in the first 24 hours than any other expert network") and /solutions/startups. The startups page repeats "We've built the best tools and functionality for investors". Both say "Office Hours Pro is trusted by hundreds of companies". There are no pages for consulting firms, pharma and life sciences, digital health or AI labs beyond clinical data.Source
• Your websiteBlog: 26 posts. The latest is "Tomorrow's Clinical AI: A Taxonomy of Physician Needs" (March 12, 2026); the one before is from February 2024, and most are from 2023. Case studies cover Drata, Brex and Rock Health; there is no newsletter sign-up on the site.Source
• Your websiteExpert Data Services page: "Building safer, more reliable clinical AI"; datasets "verified by US-licensed physicians averaging 12 years of post-fellowship experience"; "1M+ healthcare profiles", "50,000+ in-network"; SFT datasets, clinical ground truth, benchmarking and evaluation, recruitment-as-a-service; a specialty coverage list from primary care to infectious disease; "Book a demo" and a contact form. The page is not in either sitemap and shows no case study, sample data or published benchmark result.Source

Publish a "How pricing works" page: pay per call (rates set by experts, billed after the call), Pro (seats, compliance, transcripts, custom recruiting, invoicing) with "from" pricing or a clear "what you get", and Expert Data projects priced by scope. Add a comparison with the typical annual-contract model of traditional networks.

Pay-per-call with no minimum is a real difference from annual-commitment networks, and buyers only see it if it is written down.

• Price anchoring

  Show what each option includes, not only numbers.

• Your websiteClient FAQ: clients "only pay per completed consultation" by card; "For institutional investors and consulting firms, we do offer a Pro plan ... Contact us to learn more." There is no pricing page. The public bookings page says experts pay "a 5% platform fee and 2.9% payment processing fee" and can share "your public booking link, so anyone can reach out to book you".Source
• HiringFounding Head of Marketing (posted August 25, 2026), reporting to the CEO, to "build our marketing function from the ground up": own positioning and the "why Office Hours, why now" story "across Sales, CS, Product"; build "our master sales deck, best-fit customer profile-specific one-pagers, pricing collateral, category overviews, and website content"; run a content engine of "case studies and POV pieces to white papers, longer-form reports, and a company newsletter" from "expert conversations, proprietary data and frameworks, events"; own CEO amplification on LinkedIn; and "Lead our dinner series and other owned events end to end".Source
• Competitor researchRivals' own homepages: Guidepoint, "Global Expert Network & Research Platform" with "verified experts & AI tools"; Mercor, "powering frontier research, AI benchmarks, and AI agent training at scale for the top AI labs and enterprises". GLG, AlphaSights and Tegus also sell expert calls to investors and consultants.See the research Source
• Your websiteSolution pages: /solutions/investors ("The expert network for venture capital firms": a "proprietary knowledge graph", MNPI attestations, recording and transcripts, and recruiting "more high quality experts in the first 24 hours than any other expert network") and /solutions/startups. The startups page repeats "We've built the best tools and functionality for investors". Both say "Office Hours Pro is trusted by hundreds of companies". There are no pages for consulting firms, pharma and life sciences, digital health or AI labs beyond clinical data.Source

Expand the taxonomy into a downloadable short report, add a sign-up box to the blog and Expert Data page, and send a monthly note: one finding from physician experts, one benchmark result, one case story.

AI lab and health buyers read specialist sources; a regular note keeps Office Hours in view between contracts.

• Content dries up

  Source each issue from one expert interview.

• Your websiteBlog: 26 posts. The latest is "Tomorrow's Clinical AI: A Taxonomy of Physician Needs" (March 12, 2026); the one before is from February 2024, and most are from 2023. Case studies cover Drata, Brex and Rock Health; there is no newsletter sign-up on the site.Source
• HiringFounding Head of Marketing (posted August 25, 2026), reporting to the CEO, to "build our marketing function from the ground up": own positioning and the "why Office Hours, why now" story "across Sales, CS, Product"; build "our master sales deck, best-fit customer profile-specific one-pagers, pricing collateral, category overviews, and website content"; run a content engine of "case studies and POV pieces to white papers, longer-form reports, and a company newsletter" from "expert conversations, proprietary data and frameworks, events"; own CEO amplification on LinkedIn; and "Lead our dinner series and other owned events end to end".Source
• Your websiteExpert Data Services page: "Building safer, more reliable clinical AI"; datasets "verified by US-licensed physicians averaging 12 years of post-fellowship experience"; "1M+ healthcare profiles", "50,000+ in-network"; SFT datasets, clinical ground truth, benchmarking and evaluation, recruitment-as-a-service; a specialty coverage list from primary care to infectious disease; "Book a demo" and a contact form. The page is not in either sitemap and shows no case study, sample data or published benchmark result.Source

Defer the animated hero text and non-essential scripts, serve the hero image in a modern format at the right size, set the page language, and re-test. Apply the same fixes to the client pages.

Faster first impressions lift sign-ups on both sides, and Google uses these field numbers in ranking.

• Animation loses polish

  Keep it, start it after the content is painted.

• Google PageSpeedHomepage: real Chrome visitors fail Core Web Vitals on Largest Contentful Paint (3.8 s at the 75th percentile, against a 2.5 s target; responsiveness and layout stability pass). Lab desktop performance score 42 with 4.4 s of blocking time. The homepage has no page language set.Source

Generate public pages for companies with five or more profiled former employees: counts by function, seniority and years, sample anonymized headlines, and "Request experts from this company". Never list who is a current employee for compliance; link to the MNPI policy on every page.

This is the search diligence teams actually run, and no traditional network publishes it. Each page is an entry point for a specific deal.

• Compliance concerns

  Former employees only, aggregate counts, no client names.

• Your websiteExpert profile pages: server-sitemap.xml lists 55,023 profile URLs at the site root. Samples fetched twice on October 22, 2026 return a loading animation as the page body; the headline, summary and work history sit only in the page's script data and appear after JavaScript runs. Every sampled profile has the same meta description, "Office Hours is the best place to get paid to share what you know.", no canonical tag and no structured data.Source
• Your websiteSolution pages: /solutions/investors ("The expert network for venture capital firms": a "proprietary knowledge graph", MNPI attestations, recording and transcripts, and recruiting "more high quality experts in the first 24 hours than any other expert network") and /solutions/startups. The startups page repeats "We've built the best tools and functionality for investors". Both say "Office Hours Pro is trusted by hundreds of companies". There are no pages for consulting firms, pharma and life sciences, digital health or AI labs beyond clinical data.Source
• HiringClient Solutions Manager, New York (posted October 6, 2026): owns "a portfolio of enterprise customers" and their growth through "account acquisition and account expansion strategies"; "Your book of business will consist of the most prominent investment firms in the region"; "Previous expert network experience ... is strongly preferred". Client Solutions Associates are also being hired in San Francisco and New York.Source
• Your websiteAbout page: "Office Hours helps people realize the value of what they know"; investors CRV, Susa Ventures, Greenoaks, Box Group, Manresa Ventures and AirAngels. The site also has /mnpi and /blog/compliance-at-office-hours pages on compliance.Source

Launch a public leaderboard on a physician-written benchmark in two or three specialties, with methodology, rubric samples and failure-mode examples, refreshed when new models ship. Invite labs to submit models and offer private evaluations as the paid version.

Labs and press cite public benchmarks, and each new model release becomes a reason to contact the lab's post-training team.

• Benchmark contamination

  Keep a private held-out set.

• Labs dispute scores

  Publish rubrics and allow re-runs.

• HiringSoftware Engineer, Benchmarking (posted August 17, 2026): builds "the platform behind our AI model evaluations", turns "results into published output", and will "Develop the scoreboard and leaderboard: Build the published views of our results, including model-level, benchmark-level, task-level, domain-level, and rubric-level performance". A Senior Frontend Engineer was posted October 9, 2026.Source
• Your websiteExpert Data Services page: "Building safer, more reliable clinical AI"; datasets "verified by US-licensed physicians averaging 12 years of post-fellowship experience"; "1M+ healthcare profiles", "50,000+ in-network"; SFT datasets, clinical ground truth, benchmarking and evaluation, recruitment-as-a-service; a specialty coverage list from primary care to infectious disease; "Book a demo" and a contact form. The page is not in either sitemap and shows no case study, sample data or published benchmark result.Source
• Competitor researchRivals' own homepages: Guidepoint, "Global Expert Network & Research Platform" with "verified experts & AI tools"; Mercor, "powering frontier research, AI benchmarks, and AI agent training at scale for the top AI labs and enterprises". GLG, AlphaSights and Tegus also sell expert calls to investors and consultants.See the research Source
• HiringStrategic Account Executive, Expert Data Labs: Expert Data Labs pairs "US board-certified physicians and practicing scientists with frontier AI labs to power model training and evaluation"; the AE sells to "research, data, and post-training teams" who "care about data quality and domain rigor", grows "Total Contract Value (TCV)" through "large, multi-year commitments", and expands accounts "by reading their published benchmarks, papers, and research, then reach out with the specific topical areas they're focused on".Source

For each target lab, keep a one-page brief: health and science benchmarks it reports, gaps where its models struggle, the specialties Office Hours can staff and a proposed pilot. Refresh it with each model release and use it as the outbound opener.

Technical buyers respond to proof that the seller understands their roadmap.

• Briefs go stale

  Tie refresh to release announcements.

• HiringStrategic Account Executive, Expert Data Labs: Expert Data Labs pairs "US board-certified physicians and practicing scientists with frontier AI labs to power model training and evaluation"; the AE sells to "research, data, and post-training teams" who "care about data quality and domain rigor", grows "Total Contract Value (TCV)" through "large, multi-year commitments", and expands accounts "by reading their published benchmarks, papers, and research, then reach out with the specific topical areas they're focused on".Source
• Your websiteExpert Data Services page: "Building safer, more reliable clinical AI"; datasets "verified by US-licensed physicians averaging 12 years of post-fellowship experience"; "1M+ healthcare profiles", "50,000+ in-network"; SFT datasets, clinical ground truth, benchmarking and evaluation, recruitment-as-a-service; a specialty coverage list from primary care to infectious disease; "Book a demo" and a contact form. The page is not in either sitemap and shows no case study, sample data or published benchmark result.Source
• HiringEngagement Manager, Expert Data Labs (posted August 27, 2026): owns "a book of business, with accountability for revenue, margin, retention, and expansion"; leads "creation and delivery of advanced AI model training datasets" in "healthcare and clinical domains", coordinating "distributed teams of clinical and life sciences experts" with "strong guidelines and QA processes".Source

Hold a monthly dinner in each city for 12 investors, with one Office Hours expert (for example a former CISO or a physician) leading a topic. Follow up with a short write-up and three relevant expert profiles for each guest.

The product is the guest: buyers experience an expert conversation before they buy one.

• MNPI risk in discussion

  Topic briefings and compliance rules shared in advance.

• HiringFounding Head of Marketing (posted August 25, 2026), reporting to the CEO, to "build our marketing function from the ground up": own positioning and the "why Office Hours, why now" story "across Sales, CS, Product"; build "our master sales deck, best-fit customer profile-specific one-pagers, pricing collateral, category overviews, and website content"; run a content engine of "case studies and POV pieces to white papers, longer-form reports, and a company newsletter" from "expert conversations, proprietary data and frameworks, events"; own CEO amplification on LinkedIn; and "Lead our dinner series and other owned events end to end".Source
• HiringClient Solutions Manager, New York (posted October 6, 2026): owns "a portfolio of enterprise customers" and their growth through "account acquisition and account expansion strategies"; "Your book of business will consist of the most prominent investment firms in the region"; "Previous expert network experience ... is strongly preferred". Client Solutions Associates are also being hired in San Francisco and New York.Source
• Your websiteHomepage (checked October 22, 2026): H1 "Earn income sharing knowledge", tagline "The Expert Company", "Sign up" as the main button; stats "$28,000+ Average annual earnings for top experts", "42+" countries, "35,000+ Experts across industry, academia, and research"; sections for consultations, surveys and "Model Training" (data labeling, RLHF and expert evaluation). The only client-facing link is to /expert-data-services; the investor and startup solution pages are not linked, and the footer has Blog, Docs, Careers, Support, FAQ and Contact.Source

Publish one LinkedIn post a week from the CEO on what experts are paid for as AI improves, drawn from aggregated platform trends, and a quarterly long-form essay on the blog.

Founder voices build trust with both experts and buyers faster than company pages.

• Inconsistent cadence

  Batch-write a month at a time.

• HiringFounding Head of Marketing (posted August 25, 2026), reporting to the CEO, to "build our marketing function from the ground up": own positioning and the "why Office Hours, why now" story "across Sales, CS, Product"; build "our master sales deck, best-fit customer profile-specific one-pagers, pricing collateral, category overviews, and website content"; run a content engine of "case studies and POV pieces to white papers, longer-form reports, and a company newsletter" from "expert conversations, proprietary data and frameworks, events"; own CEO amplification on LinkedIn; and "Lead our dinner series and other owned events end to end".Source
• Your websiteAbout page: "Office Hours helps people realize the value of what they know"; investors CRV, Susa Ventures, Greenoaks, Box Group, Manresa Ventures and AirAngels. The site also has /mnpi and /blog/compliance-at-office-hours pages on compliance.Source
• HiringCompany description in every job post: "an on-demand expert network"; experts earn "through advisory work, projects, and AI model training"; "a hyper-growth and profitable company, quickly expanding our expert network, launching new offices, and new products", headquartered in San Francisco with offices in Brooklyn and Bangalore; "Our customers include the fastest-growing digital health companies, technology companies, institutional investment firms, consulting firms and AI Labs."Source

Offer working physicians a referral bonus after a referred colleague completes a first paid task, prioritized for specialties with open project demand. Show a "your specialty is in demand" banner in the expert dashboard.

Capacity in scarce specialties wins larger lab contracts; referrals bring verified peers faster.

• Quality drops

  Bonus only after acceptance-rate threshold.

• Your websiteExpert Data Services page: "Building safer, more reliable clinical AI"; datasets "verified by US-licensed physicians averaging 12 years of post-fellowship experience"; "1M+ healthcare profiles", "50,000+ in-network"; SFT datasets, clinical ground truth, benchmarking and evaluation, recruitment-as-a-service; a specialty coverage list from primary care to infectious disease; "Book a demo" and a contact form. The page is not in either sitemap and shows no case study, sample data or published benchmark result.Source
• HiringEngagement Manager, Expert Data Labs (posted August 27, 2026): owns "a book of business, with accountability for revenue, margin, retention, and expansion"; leads "creation and delivery of advanced AI model training datasets" in "healthcare and clinical domains", coordinating "distributed teams of clinical and life sciences experts" with "strong guidelines and QA processes".Source
• Your websiteHomepage (checked October 22, 2026): H1 "Earn income sharing knowledge", tagline "The Expert Company", "Sign up" as the main button; stats "$28,000+ Average annual earnings for top experts", "42+" countries, "35,000+ Experts across industry, academia, and research"; sections for consultations, surveys and "Model Training" (data labeling, RLHF and expert evaluation). The only client-facing link is to /expert-data-services; the investor and startup solution pages are not linked, and the footer has Blog, Docs, Careers, Support, FAQ and Contact.Source

Write two anonymized case studies ("a frontier lab", "a clinical AI company"): task, specialties, volume, turnaround, inter-rater agreement and acceptance rate, and model improvement where shareable.

Quality metrics are the language of data buyers, and they shorten security and procurement reviews.

• Customers decline

  Publish aggregate metrics across projects.

• Your websiteExpert Data Services page: "Building safer, more reliable clinical AI"; datasets "verified by US-licensed physicians averaging 12 years of post-fellowship experience"; "1M+ healthcare profiles", "50,000+ in-network"; SFT datasets, clinical ground truth, benchmarking and evaluation, recruitment-as-a-service; a specialty coverage list from primary care to infectious disease; "Book a demo" and a contact form. The page is not in either sitemap and shows no case study, sample data or published benchmark result.Source
• HiringStrategic Account Executive, Expert Data Labs: Expert Data Labs pairs "US board-certified physicians and practicing scientists with frontier AI labs to power model training and evaluation"; the AE sells to "research, data, and post-training teams" who "care about data quality and domain rigor", grows "Total Contract Value (TCV)" through "large, multi-year commitments", and expands accounts "by reading their published benchmarks, papers, and research, then reach out with the specific topical areas they're focused on".Source
• HiringEngagement Manager, Expert Data Labs (posted August 27, 2026): owns "a book of business, with accountability for revenue, margin, retention, and expansion"; leads "creation and delivery of advanced AI model training datasets" in "healthcare and clinical domains", coordinating "distributed teams of clinical and life sciences experts" with "strong guidelines and QA processes".Source

Build three pages, each with the jobs to be done (market sizing calls, KOL interviews, payer and provider perspectives), compliance features, a story and a demo form routed to the right team.

Segment pages convert better than generic ones and rank for segment searches such as "expert network for consultants".

• Thin content

  One real story per page.

• HiringCompany description in every job post: "an on-demand expert network"; experts earn "through advisory work, projects, and AI model training"; "a hyper-growth and profitable company, quickly expanding our expert network, launching new offices, and new products", headquartered in San Francisco with offices in Brooklyn and Bangalore; "Our customers include the fastest-growing digital health companies, technology companies, institutional investment firms, consulting firms and AI Labs."Source
• Your websiteSolution pages: /solutions/investors ("The expert network for venture capital firms": a "proprietary knowledge graph", MNPI attestations, recording and transcripts, and recruiting "more high quality experts in the first 24 hours than any other expert network") and /solutions/startups. The startups page repeats "We've built the best tools and functionality for investors". Both say "Office Hours Pro is trusted by hundreds of companies". There are no pages for consulting firms, pharma and life sciences, digital health or AI labs beyond clinical data.Source
• Your websiteClient FAQ: clients "only pay per completed consultation" by card; "For institutional investors and consulting firms, we do offer a Pro plan ... Contact us to learn more." There is no pricing page. The public bookings page says experts pay "a 5% platform fee and 2.9% payment processing fee" and can share "your public booking link, so anyone can reach out to book you".Source

Add an estimator: pick specialties and hours, see in-network counts in ranges and a typical start time, then "Get a scoped proposal". Feed the request into the Engagement Manager's queue.

A concrete answer replaces a vague contact form and pre-qualifies the deal.

• Competitors read the counts

  Show ranges only.

• Your websiteExpert Data Services page: "Building safer, more reliable clinical AI"; datasets "verified by US-licensed physicians averaging 12 years of post-fellowship experience"; "1M+ healthcare profiles", "50,000+ in-network"; SFT datasets, clinical ground truth, benchmarking and evaluation, recruitment-as-a-service; a specialty coverage list from primary care to infectious disease; "Book a demo" and a contact form. The page is not in either sitemap and shows no case study, sample data or published benchmark result.Source
• HiringEngagement Manager, Expert Data Labs (posted August 27, 2026): owns "a book of business, with accountability for revenue, margin, retention, and expansion"; leads "creation and delivery of advanced AI model training datasets" in "healthcare and clinical domains", coordinating "distributed teams of clinical and life sciences experts" with "strong guidelines and QA processes".Source
• HiringStrategic Account Executive, Expert Data Labs: Expert Data Labs pairs "US board-certified physicians and practicing scientists with frontier AI labs to power model training and evaluation"; the AE sells to "research, data, and post-training teams" who "care about data quality and domain rigor", grows "Total Contract Value (TCV)" through "large, multi-year commitments", and expands accounts "by reading their published benchmarks, papers, and research, then reach out with the specific topical areas they're focused on".Source

Each quarter survey 200 experts on one topic (security software budgets, clinical AI adoption), publish the results with charts, and offer the underlying custom survey as a product.

Original data earns press and links and demonstrates the survey product.

• MNPI concerns

  Only general, non-company-specific questions.

• Your websiteHomepage (checked October 22, 2026): H1 "Earn income sharing knowledge", tagline "The Expert Company", "Sign up" as the main button; stats "$28,000+ Average annual earnings for top experts", "42+" countries, "35,000+ Experts across industry, academia, and research"; sections for consultations, surveys and "Model Training" (data labeling, RLHF and expert evaluation). The only client-facing link is to /expert-data-services; the investor and startup solution pages are not linked, and the footer has Blog, Docs, Careers, Support, FAQ and Contact.Source
• HiringFounding Head of Marketing (posted August 25, 2026), reporting to the CEO, to "build our marketing function from the ground up": own positioning and the "why Office Hours, why now" story "across Sales, CS, Product"; build "our master sales deck, best-fit customer profile-specific one-pagers, pricing collateral, category overviews, and website content"; run a content engine of "case studies and POV pieces to white papers, longer-form reports, and a company newsletter" from "expert conversations, proprietary data and frameworks, events"; own CEO amplification on LinkedIn; and "Lead our dinner series and other owned events end to end".Source
• Your websiteBlog: 26 posts. The latest is "Tomorrow's Clinical AI: A Taxonomy of Physician Needs" (March 12, 2026); the one before is from February 2024, and most are from 2023. Case studies cover Drata, Brex and Rock Health; there is no newsletter sign-up on the site.Source

Let a new client search profiles, see rates, and request a first call with a card, with Client Solutions offered at each step. Track conversion from first call to Pro.

Self-serve lowers acquisition cost for small teams and feeds Pro with proven users.

• Compliance misuse

  Attestations before every first call.

• #1 Make the 55,000 expert profiles readable to search engines, so buyers find the experts before they find a rival network

• Your websiteClient FAQ: clients "only pay per completed consultation" by card; "For institutional investors and consulting firms, we do offer a Pro plan ... Contact us to learn more." There is no pricing page. The public bookings page says experts pay "a 5% platform fee and 2.9% payment processing fee" and can share "your public booking link, so anyone can reach out to book you".Source
• Your websiteSolution pages: /solutions/investors ("The expert network for venture capital firms": a "proprietary knowledge graph", MNPI attestations, recording and transcripts, and recruiting "more high quality experts in the first 24 hours than any other expert network") and /solutions/startups. The startups page repeats "We've built the best tools and functionality for investors". Both say "Office Hours Pro is trusted by hundreds of companies". There are no pages for consulting firms, pharma and life sciences, digital health or AI labs beyond clinical data.Source
• Your websiteExpert profile pages: server-sitemap.xml lists 55,023 profile URLs at the site root. Samples fetched twice on October 22, 2026 return a loading animation as the page body; the headline, summary and work history sit only in the page's script data and appear after JavaScript runs. Every sampled profile has the same meta description, "Office Hours is the best place to get paid to share what you know.", no canonical tag and no structured data.Source

Group calls, transcripts and shortlisted experts into searchable projects, with a summary per project and a "re-engage" button for experts from past diligence. Measure repeat projects per Pro account.

The more a team's knowledge lives in Office Hours, the less likely it switches network.

• Transcript privacy

  Access stays within the client team.

• Your websiteSolution pages: /solutions/investors ("The expert network for venture capital firms": a "proprietary knowledge graph", MNPI attestations, recording and transcripts, and recruiting "more high quality experts in the first 24 hours than any other expert network") and /solutions/startups. The startups page repeats "We've built the best tools and functionality for investors". Both say "Office Hours Pro is trusted by hundreds of companies". There are no pages for consulting firms, pharma and life sciences, digital health or AI labs beyond clinical data.Source
• HiringClient Solutions Manager, New York (posted October 6, 2026): owns "a portfolio of enterprise customers" and their growth through "account acquisition and account expansion strategies"; "Your book of business will consist of the most prominent investment firms in the region"; "Previous expert network experience ... is strongly preferred". Client Solutions Associates are also being hired in San Francisco and New York.Source

Pick one adjacent domain where labs need expert data (for example security or finance) and the network is deep, run a paid pilot with one lab, then build a domain page modeled on the clinical one.

It reuses the same delivery machine on a larger market.

• Spreading too thin

  One domain at a time.

• HiringStrategic Account Executive, Expert Data Labs: Expert Data Labs pairs "US board-certified physicians and practicing scientists with frontier AI labs to power model training and evaluation"; the AE sells to "research, data, and post-training teams" who "care about data quality and domain rigor", grows "Total Contract Value (TCV)" through "large, multi-year commitments", and expands accounts "by reading their published benchmarks, papers, and research, then reach out with the specific topical areas they're focused on".Source
• HiringCompany description in every job post: "an on-demand expert network"; experts earn "through advisory work, projects, and AI model training"; "a hyper-growth and profitable company, quickly expanding our expert network, launching new offices, and new products", headquartered in San Francisco with offices in Brooklyn and Bangalore; "Our customers include the fastest-growing digital health companies, technology companies, institutional investment firms, consulting firms and AI Labs."Source
• Your websiteHomepage (checked October 22, 2026): H1 "Earn income sharing knowledge", tagline "The Expert Company", "Sign up" as the main button; stats "$28,000+ Average annual earnings for top experts", "42+" countries, "35,000+ Experts across industry, academia, and research"; sections for consultations, surveys and "Model Training" (data labeling, RLHF and expert evaluation). The only client-facing link is to /expert-data-services; the investor and startup solution pages are not linked, and the footer has Blog, Docs, Careers, Support, FAQ and Contact.Source
• Your websiteExpert Data Services page: "Building safer, more reliable clinical AI"; datasets "verified by US-licensed physicians averaging 12 years of post-fellowship experience"; "1M+ healthcare profiles", "50,000+ in-network"; SFT datasets, clinical ground truth, benchmarking and evaluation, recruitment-as-a-service; a specialty coverage list from primary care to infectious disease; "Book a demo" and a contact form. The page is not in either sitemap and shows no case study, sample data or published benchmark result.Source

Create a profile card for LinkedIn ("Book me for a consultation on Office Hours") with the expert's headline, and track bookings from it. Reward experts whose links bring a new client.

Experts market the platform to buyers for free when it helps them earn.

• Low-quality bookings

  Same client checks apply.

• Your websiteClient FAQ: clients "only pay per completed consultation" by card; "For institutional investors and consulting firms, we do offer a Pro plan ... Contact us to learn more." There is no pricing page. The public bookings page says experts pay "a 5% platform fee and 2.9% payment processing fee" and can share "your public booking link, so anyone can reach out to book you".Source
• Your websiteHomepage (checked October 22, 2026): H1 "Earn income sharing knowledge", tagline "The Expert Company", "Sign up" as the main button; stats "$28,000+ Average annual earnings for top experts", "42+" countries, "35,000+ Experts across industry, academia, and research"; sections for consultations, surveys and "Model Training" (data labeling, RLHF and expert evaluation). The only client-facing link is to /expert-data-services; the investor and startup solution pages are not linked, and the footer has Blog, Docs, Careers, Support, FAQ and Contact.Source
• Your websiteExpert profile pages: server-sitemap.xml lists 55,023 profile URLs at the site root. Samples fetched twice on October 22, 2026 return a loading animation as the page body; the headline, summary and work history sit only in the page's script data and appear after JavaScript runs. Every sampled profile has the same meta description, "Office Hours is the best place to get paid to share what you know.", no canonical tag and no structured data.Source

Show ranges by specialty and activity type (calls, surveys, model training), based on real payouts, on the sign-up page and in physician recruiting ads.

Specific earnings convert scarce professionals better than a single headline.

• Over-promising

  Show ranges and what drives them.

• Your websiteHomepage (checked October 22, 2026): H1 "Earn income sharing knowledge", tagline "The Expert Company", "Sign up" as the main button; stats "$28,000+ Average annual earnings for top experts", "42+" countries, "35,000+ Experts across industry, academia, and research"; sections for consultations, surveys and "Model Training" (data labeling, RLHF and expert evaluation). The only client-facing link is to /expert-data-services; the investor and startup solution pages are not linked, and the footer has Blog, Docs, Careers, Support, FAQ and Contact.Source
• Your websiteExpert Data Services page: "Building safer, more reliable clinical AI"; datasets "verified by US-licensed physicians averaging 12 years of post-fellowship experience"; "1M+ healthcare profiles", "50,000+ in-network"; SFT datasets, clinical ground truth, benchmarking and evaluation, recruitment-as-a-service; a specialty coverage list from primary care to infectious disease; "Book a demo" and a contact form. The page is not in either sitemap and shows no case study, sample data or published benchmark result.Source

Record a 10-minute conversation with one expert a month, cut three clips for LinkedIn, and link each to the expert's profile and a topic page.

Clips show the quality of the network to buyers and give experts a reason to share.

• MNPI

  General topics only, reviewed before publishing.

• Your websiteBlog: 26 posts. The latest is "Tomorrow's Clinical AI: A Taxonomy of Physician Needs" (March 12, 2026); the one before is from February 2024, and most are from 2023. Case studies cover Drata, Brex and Rock Health; there is no newsletter sign-up on the site.Source
• HiringFounding Head of Marketing (posted August 25, 2026), reporting to the CEO, to "build our marketing function from the ground up": own positioning and the "why Office Hours, why now" story "across Sales, CS, Product"; build "our master sales deck, best-fit customer profile-specific one-pagers, pricing collateral, category overviews, and website content"; run a content engine of "case studies and POV pieces to white papers, longer-form reports, and a company newsletter" from "expert conversations, proprietary data and frameworks, events"; own CEO amplification on LinkedIn; and "Lead our dinner series and other owned events end to end".Source