Measure where AI cites your brand per market, per engine, per source.
The measurement layer of your AEO strategy — and it does two things scheduled-prompt trackers cannot: it checks real ChatGPT, Perplexity and Claude answers geo-pinned to each country you sell in, and it breaks down exactly which domains those engines cite. Plus citation gaps, weekly signals, and bot crawl analytics, with Write to displace actions that link every gap to article creation.
Every query your prospects ask AI — in every market you sell in.
Map which queries you own and which you lose, country by country, and see the exact list of domains AI cites instead of you. GEO optimizes your articles — AEO measures whether AI answers cite your brand, and where.
- Per-market (per-country) tracking — AI answers differ by country. Content Agents runs each query geo-pinned to your target markets against real ChatGPT, Perplexity and Claude — so you see where you win in the US and lose in the UK, not one blended global score. Scheduled-prompt tools with no location targeting cannot show you this.
- Cited-domains breakdown — Every check returns the ranked list of domains each engine cited for your query, with share of voice over time. Know which sources AI trusts for your topics — Reddit threads, competitor blogs, review sites — then reverse-engineer what makes them citable and displace them.
- Vacuum gap checks — Run target queries against real answer-engine responses and see brand prominence, competitor citations, and gap severity — with a content blueprint for each gap.
- Fan-out discovery — Map every sub-query an LLM expands a topic into. Cover the full intent landscape — not just the head term your SEO tool shows you.
- Write to displace — Every opportunity in the queue links to article creation with the target query pre-filled. AEO measurement that closes the loop — not a dashboard that stops at red.
- Reachability audit — Verify AI crawlers can reach your site. robots.txt, llms.txt, sitemap, and GPTBot prerender checks — surfaced automatically when something breaks.
- Weekly citation signals — Brand Cockpit tracks citation signal trends over time. Pair on-demand vacuum checks with persistent monitoring in your weekly brief.
- Bot crawl analytics — See GPTBot, ClaudeBot, PerplexityBot, and other AI crawlers — last seen, pages accessed, and top articles. Know whether models can reach what you publish.
What it looks at
- Per-Market Tracking — Every query geo-pinned to each country you sell in — real ChatGPT, Perplexity and Claude answers, scored per market, not one blended global number.
- Cited Domains — The ranked list of sources each engine cites for your topics, with share of voice over time — know exactly what to displace.
- Vacuum Checks — Brand prominence per engine, competitors cited, gap severity — with a content blueprint for each gap.
- Opportunity Queue — Persisted gaps with dismiss, snooze, and Write to displace — prioritized by commercial intent.
Scheduled-prompt trackers vs Content Agents
A scheduled-prompt tracker
- One blended global score — no location targeting, so a US win hides a European gap
- Mention rate and share of voice, then the trail goes cold
- Exports a dashboard; you take the insight to a separate CMS to act on it
- AI-assisted at best — it reports, it does not write
Content Agents AI Visibility
- Every query geo-pinned to each market you sell in — scored country by country
- The ranked cited-domain list per engine, with share of voice over time
- Write to displace: every gap opens article creation with the query pre-filled
- AI-native — the same platform measures the gap and produces the article that closes it
How it works
- Audit — Run reachability check and pick 5–10 commercial queries per market.
- Measure — Vacuum checks reveal where competitors dominate AI answers.
- Write — Write to displace opens article creation with the gap query.
- Re-check — Re-run checks after publish; track signals in Brand Cockpit.
Get cited. Not ignored.
Pair AEO visibility with GEO scoring for the full optimize-measure loop. Start with a reachability audit and your first vacuum check — free.
Frequently asked questions
How is AEO different from GEO?
GEO (Generative Engine Optimization) scores your article before publish — structure, entities, citation readiness. AEO (Answer Engine Optimization) measures whether your brand appears in AI answers after publish. Use GEO when drafting; use this workspace to verify results and find new gaps. See the AEO hub for the full glossary.
How is this different from tracking Google rankings?
Google rankings tell you where you appear in blue links. AEO tells you whether you appear in the answer itself — the paragraph a prospect reads when they ask ChatGPT "what is the best [your category]." Those are different signals. You can rank on page one and still be invisible in AI answers.
How is this different from monitoring-only AEO tools?
Two things scheduled-prompt trackers do not do. First, per-market tracking: they run one blended global check, while Content Agents geo-pins every query to each country you sell in, so a US win never hides a European gap. Second, the cited-domains breakdown: every check returns the ranked list of sources each engine cited, with share of voice over time. Then Write to displace links every gap to article production — you measure and ship the fix in one platform, not by exporting a dashboard to a separate CMS.
Can I really track AI visibility by country?
Yes. AI answers differ by market — ChatGPT will recommend different brands to a buyer in New York than to one in London. Content Agents runs each tracked query geo-pinned to your target markets against real ChatGPT, Perplexity and Claude, and scores brand prominence per market. You see where you lead and where you are invisible, country by country.
What does the cited-domains breakdown show me?
For every query, the ranked list of domains each engine cited when it answered — competitor blogs, Reddit threads, review sites, documentation — with share of voice tracked over time. That tells you which sources AI trusts for your topics so you can reverse-engineer what makes them citable and displace them with your own GEO-optimized article.
Can I track where competitors appear?
Yes. Every vacuum check returns the full analysis — competitors cited, their prominence score, and the sources backing them, per market. Reverse-engineer competitor URLs to see what makes their content citable, then displace with your own GEO-optimized article.
What is llms.txt and why does the audit check for it?
llms.txt is an emerging standard that signals to language models what your site covers and how to credit you. Content Agents serves it on your domain automatically. Combined with robots.txt and sitemap access, it is one of the fastest AEO infrastructure wins.