A doorway for every team.

VP Sales / RevOps

Your reps freelance the answers because nobody updates the deck. The website knows the truth; the rep should be reading from it. An MCP-grounded copilot in Slack and Salesforce closes the gap on every call.

VP CS / support leaders

Your CSMs answer the same five questions for every customer because the docs site doesn't surface them. A chatbot grounded in the same Knowledge Lake the website builds answers them once and links the source.

Head of Product Marketing

Positioning drifts page by page; the homepage says one thing, the pricing page says another, the customer story says a third. Continuous benchmarking surfaces the inconsistencies as findings, not vibes.

HR / Talent leaders

Nobody owns the careers page; it's the worst-converting surface on the site and the one ChatGPT can't answer about. An audit + a candidate-facing chatbot makes hiring legible to AI search and to humans.

IR teams at public + late-stage private companies

When an analyst asks ChatGPT about your company, what does it say? An IR audit grades the disclosure surface against the questions analysts actually run, and surfaces the gaps before the next earnings call.

Comms / PR leaders

Brand monitoring used to be Twitter and press hits. Now it's also: what is ChatGPT saying about you when nobody is testing? Continuous citation tracking and alerting on every major LLM, not just Google.

DevRel / docs leaders

Developers ask Cursor, Claude, and ChatGPT before they hit your docs search. If your docs aren't legible to those agents, you're invisible at the moment of need. AEO + an MCP closes the gap.

GC / Compliance

Required disclosures get added once and forgotten. A continuous audit grades coverage against the regulatory checklist for your industry and flags gaps as findings.

Practice managers, healthcare marketing

Patients use ChatGPT to triage symptoms and find providers before they call. A persona-graded audit checks whether your site answers the questions a patient actually asks — and whether the AI cites you when it does.

Independent advisors, RIAs, regional banks

Advisor sites are trust surfaces graded by prospects who already searched the firm name in ChatGPT. An audit benchmarks against the SEC marketing rule and the questions wealth-curious clients actually ask.

Brokerage marketing, agent teams

Listings are the catalog; the agent's bio is the trust surface. A Knowledge Lake stitches both into one queryable substrate that agents and chatbots can answer from in real time.

Admissions, marketing at colleges and bootcamps

Prospects compare programs across ChatGPT and Perplexity before they ever fill out a form. AEO determines whether your program is one of the three the AI returns — and whether the description is correct.

Franchise marketing, multi-unit operators

Brand consistency vs. location-specific reality is the whole game. One Knowledge Lake at the brand level + per-location overrides keeps every location legible without rebuilding the marketing engine 200 times.

Hotel groups, restaurant chains

Travel research starts in an LLM now, not in a metasearch site. An AEO audit grades your property pages against the questions a traveler actually asks (parking, breakfast, walking distance) and surfaces gaps.

Industrial marketing, distributor sales

Spec sheets are gold; nobody can find them. A Knowledge Lake structured around SKUs, applications, and certifications makes every product page legible to procurement-bot queries and human searchers alike.

Editorial leaders, publisher product

When ChatGPT cites you, do you get traffic? An audit grades citation distribution, identifies which content earns links vs. is silently strip-mined, and surfaces deltas as the AI substrate shifts.

Founders / CEOs Series A–B

Your prospective investor is asking ChatGPT about your company before the meeting. What does the model say? A pre-fundraise audit benchmarks the founder pitch against the questions investors actually run.

IR + legal at companies pre-S-1 or just-public

S-1, website, investor deck, blog — every surface should agree. Continuous benchmark against your filed disclosures flags anywhere the marketing site contradicts the prospectus.

Corp dev, PE diligence teams

Diligence under deadline. A 60-second audit graded against your investment thesis surfaces the questions a thoughtful operator should ask before the LOI — not after.

CMOs running a rebrand or domain migration

A rebrand resets your AI search standing. A pre/post audit + sitemap-aware redirects preserves the citations you spent years earning, not just the SEO ranks.

PE operating partners, ops leadership at hold-cos

Twenty portfolio companies, twenty marketing engines, zero shared substrate. One Knowledge Lake per brand, audited continuously, gives ops teams a portfolio-level view of which brands are AI-legible and which aren't.

Platform partnerships, Webflow agencies

Builder platforms make it trivial to ship a site. Crowdstake makes that site legible to AI. A co-sell motion bundles AEO into every new build at platform scale.

Platform partnerships at CRM/martech companies

CRMs are full of rep activities; nobody connects them to the website's source of truth. An MCP-backed integration makes the same lake the website uses available inside the CRM workflow.

Boutique strategy / digital transformation firms

Consultancies productize whatever has clear deliverables and clear pricing. AEO is now both. A white-labeled Crowdstake audit becomes a fixed-fee engagement that opens larger transformation work.