You've owned discovery for a decade. It just moved.
Same discipline. New engines. No incumbent playbook. Crawlability gives you the measurement layer for AI search — before someone else in your org asks why you don't have one.
Your rankings are fine. That's the problem.
You're #1 for the terms that matter. Traffic's holding. The dashboard is green.
And yet: when a buyer opens ChatGPT and asks for the best option in your category, a competitor gets named. No impression logged. No click lost. No line on any report you own.
You can't fix what you can't see — and right now, nothing in your stack can see it.
You already know how to do this. The inputs changed.
| You know | Now it's |
|---|---|
| Ranking on a SERP | Being named in an answer |
| Backlinks build authority | Trust signals earn citations |
| Crawlability for Googlebot | Legibility for answer engines |
| Rankings are stable | Responses vary run to run |
This isn't a new career. It's your career, extended into the engines your buyers actually use.
The instrumentation you're missing.
A score you can report on
One AI Discoverability Score, four readiness pillars. Something to put in the deck next to your rank tracker.
Per-engine visibility
ChatGPT, Gemini, Claude, Perplexity — measured separately, because they disagree about who to recommend.
Citation tracking
Mentions and citations tracked apart. An engine can describe you perfectly and cite a competitor's page. You need to know which.
Prioritized fixes
Not a list of problems. An ordered plan, with the technical files to ship it.
- 1Ship citation-ready pricing pageImpact · HIGH
- 2Add author bios + credentials on primary contentImpact · HIGH
- 3Rewrite comparison pages with structured claimsImpact · MED
Anyone promising you deterministic AI rankings is lying.
AI responses vary. Ask the same question twice, get different answers. A tool that shows you one snapshot and calls it your visibility is selling you a coin flip.
We stabilize across repeated runs and report trends, not screenshots. You'll get numbers you can defend in a meeting — including when they move sideways.
The score is the diagnosis. Citations appearing and AI traffic converting are the proof.
The question is coming. Have the answer.
“Are we showing up in ChatGPT?” is a board-level question now, and it lands on your desk. The SEO director who already has the dashboard, the baseline, and the plan doesn't just answer it — they own the next budget line.
The one who says “we're looking into it” hands that budget to someone else.