Use Cases
We started in healthcare. Now we serve every industry where AI answers matter.
AI engines answer questions about your industry every day. The question is whether they cite you or your competitor. We help businesses across every vertical get found, get cited, and measure the impact.
Primary Vertical
AI engines are already answering health questions wrong - and that has real consequences.
Healthcare is where AI visibility matters most. Patients ask ChatGPT about Medicare, CDPAP, home care options - and get generic answers that miss critical details. We help healthcare companies become the cited source.
Proven Results
What We Deliver
Platform Vertical
The first platform that audits AND fixes WordPress sites for AI visibility - automatically, remotely, at scale.
65% of the web runs on WordPress. We built an entire plugin and remote execution system for it. HMAC-signed command dispatch, 14 commands, 9 modules - the technical infrastructure nobody else has built.
Proven Results
What We Deliver
Category Niche
We created the AEO Site Rank - the first objective measurement of AI engine visibility.
53 criteria across 5 pillars. Deterministic, documented, benchmarked at production scale. Think Lighthouse for AI. Nobody else owns the answer to "how do you measure if AI engines can find you?"
The same deterministic engine powers every audit, benchmark, and ranking.
Browse rankings 53 Scored criteriaAcross 5 pillars - Answer Readiness, Content Structure, Trust & Authority, Technical Foundation, AI Discovery.
Scoring methodology Monthly+ Formula updatesActive research into how AI engines evolve. Every update recalibrates weights and eliminates false positives.
About AEORankEvery industry where AI answers matter.
We benchmark AI visibility across 14 sectors. Click any industry to see how companies in your vertical rank.
Startups & VCs
We audit hundreds of startups every batch.
Early-stage companies that structure content for AI engines compound their advantage as AI search grows. We work with Y Combinator, Techstars, 500 Global, Plug and Play, and SOSV startups - free audits, peer comparison, and 50% off paid plans.
From the blog
The latest from our content engine.
Original-data articles, case studies, and AEO research from our content engine - the same pipeline we run for clients.

Eligibility for Reddit monitoring across regulated industries
Which regulated industries can use Reddit monitoring? This guide covers HIPAA, FINRA, legal, and insurance compliance requirements and how to set up Reddit intelligence without violating sector rules.

For B2B niches, your own pages out-cite digital PR
In B2B niches with thin third-party coverage, digital PR is not required to earn AI citations. ChatGPT, Perplexity, and Google AI Overviews default to the deepest available source on a topic: and in narrow verticals, that source is your own structured, expert-authored page.

After Reddit's August 14 drop, where ChatGPT finds your brand now
To show up in ChatGPT answers after August 14, make your own site answer questions early, keep your brand consistent across listings, reviews and press, and track citations engine by engine.
Don't see your industry?
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