How visible is your brand in ChatGPT and Google AI Overviews?
The Visibility Engine measures mentions and citations, prioritizes the next work, and re-measures after you ship, including AI referral traffic when analytics is connected. Share of voice stays sample-gated so the number stays honest.
Share of voice
in AI answers
128
mentions this month
17
pages cited
Sample data for illustration.
Is my page ready to be cited by AI answers?
Citation readiness answers a blunt question: is this page fit to be cited when an AI tool answers a buyer prompt?
You get site-level rollups so you can see readiness across the domain, plus per-page checks driven by crawled content (structure, clarity, and whether the page actually has something an answer system can quote).
That is real capability inside the Visibility Engine, not a slogan on a feature card. It feeds Site Changes and Do Next when the issue is "this page is not citable yet," not only "we are missing from the answer."
Full GEO loop and how citation readiness sits next to measure, change, and Proof: /docs/geo.
What you see
| Surface | You get |
|---|---|
| Overview | Status, readiness, SoV, trends, history |
| Do Next | Ranked actions for this week |
| Site Changes | Create/improve recommendations plus questions each change should answer |
| Proof | Remeasure and outcomes |
| Lookup | Mentions, citations, competitor SoV |
| Loss | Drop diagnosis |
| Access | Crawler and robots matrix |
| 404s | AI traffic to missing URLs |
What you can do
Is my brand cited in AI answers?
Brand citation lookup checks presence on ChatGPT and Google AI Overviews. You get mention and citation tables, cited pages and sources, sample prompts that surface your brand, and competitor share of voice for up to five competitors. Soft limits keep the surface usable: up to about 40 cited pages and 50 prompts in the docs-backed ranges. ChatGPT mention data is scoped to US English. AI Overviews follow the country and language settings you are working in.
Why shouldn’t I trust fake-precision AI share of voice?
Because a thin sample dressed up as a precise market share is worse than useless. Honest SoV uses sample-size gates and confidence-style honesty badges. When the sample is weak, the product should say so. You can also suggest GEO competitors so comparisons stay on the rivals that actually matter in AI answers, not a random list.
What should I fix next for SEO and AI visibility?
Do Next is the ranked list of what to fix this week for this project: ranks, competitor gaps, CTR and snippet issues, AI citations, and technical or entity work. For multi-lane keyword and rank opportunity detail, open Opportunities.
What content should I add to get cited by ChatGPT?
Site Changes ranks create and improve recommendations, each tied to questions that change should answer. GEO actions follow propose, apply, verify. You also get a covered topics map, entity and readiness style KPIs, and citation readiness from crawl input. Recommendations and verification only. We do not auto-publish into your CMS.
What questions should I track in AI answers?
Keep a tracked AI questions portfolio for the prompts that matter to buyers. Import prompts when you already have a list. Live multi-model testing is a separate surface in Prompt Explorer, so you can run a question across assistants when you need a side-by-side check, then keep the portfolio for ongoing work and snapshots.
Why did my site stop being cited by ChatGPT?
Citation loss finder plus diagnosis. When presence drops, you get a reason path for what disappeared (which prompts, which sources, which competitor took the slot) next to the same engine that measures presence. You are not exporting three CSVs to reconstruct the story.
Could access gaps or invented URLs be killing AI traffic?
Sometimes the problem is not “content quality” at all. AI crawler access audit looks at robots.txt and robots matrices (including whether ChatGPT or Claude-style crawlers are blocked), snippet controls, and SPA-shell risks that can blunt how assistants see you. Separately, AI-hallucinated referral 404s catch traffic models send to URLs that do not exist. Fixing access gaps is not a ranking or citation guarantee. It is hygiene so you are not fighting blind.
Did my content changes improve AI citations?
Proof is the re-measure ledger. After you ship Site Changes or other work, you re-check citations and related outcomes. When GA is connected, you can join AI referral traffic. Weekly snapshots and citation or AI Overview trends let you track ChatGPT brand mentions and related presence over time. Any forecast framing is framing, not a promise.
What you see
- Mention counts and citation rows
- Sources and cited pages
- Sample prompts where you show up
- Competitor SoV for a small set of rivals
Want the operator-level detail?
Open the docs for Visibility Engine workflow, limits, and behavior notes.
Questions
How is GEO different from SEO?
SEO is still Google and classic discovery work. GEO is generative engine optimization: how you show up in AI answers. They share one project system here. Full definition: /docs/geo
Can you guarantee AI citations?
No. We measure, prioritize, recommend, and re-measure. We do not guarantee citations or ranks.
Is Visibility available during private testing?
Availability and packaging are still being finalized while we are in private testing. Cost of paid actions shows before you run them. See /pricing.
Works well with
All featuresPrompt Explorer
Run the same buyer question live across major AI assistants and compare answers.
Opportunities
Three opportunity lanes plus the path for what to work next.
SEO Agent
In-app agent with project tools, memory, skills, and MCP access for the same suite.
Page Glance
One-URL multi-signal check from data already on file.
Analytics
Traffic and performance views, including AI referrals when connected.
We are still in private testing
If you want in when spots open, request early access. If you have a sharper question first, send a message.