See how ChatGPT sees your brand.
Buyers now ask an assistant before they open a search engine. Citeloop shows how often ChatGPT, Gemini and Perplexity recommend your business, who wins instead, and why.
No setup. We identify your industry, competitors and the queries customers actually ask.
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From website to answers in minutes
Assistants recommend brands they can read clearly, that other trusted sources talk about, and that they can crawl. Because their answers shift between sessions, visibility has to be sampled repeatedly and tracked as mentions, citations, sentiment and share of voice — not as a rank.
Mentions and citations are not the same thing
Most teams only measure one of them. Citeloop separates the two, because they are earned in different ways and pay out differently.
Mention
The assistant names your brand inside the answer. Won mostly through reputation signals across the wider web — reviews, forums, press. Drives preference, not clicks.
Citation
The assistant links one of your pages as a source. Won through definitive, data-rich, crawlable pages. Drives preference and direct traffic.
You don’t just get a score. You get the fix list.
Every scan ends with a prioritised action plan: what to change, on which page, why the assistant needs it, and what it should move. Ranked by impact against effort, so you can start on Monday.
Publish a comparison page
Assistants answer “alternatives to X” from third-party lists today. An honest, table-driven comparison page gives them something of yours to cite.
Fix the definition paragraph
Your homepage opens with a slogan. Lead with one plain sentence stating what you do and for whom — that sentence is what gets lifted into answers.
Earn a mention on the cited source
Three of the five answers cited the same review site. You are not listed there. Getting listed is the shortest path into those answers.
The nine levers that move AI visibility
Every recommendation Citeloop generates maps back to one of these. No tricks — assistants reward clarity, corroboration and access.
Answer-ready content
Lead each section with a one-sentence definition, keep a clean H2/H3 hierarchy and add FAQs that mirror how people actually prompt.
Topical authority
One post never wins. Pillar page plus supporting articles across the full funnel, ideally with original data only you have.
Third-party mentions
Reddit threads, review sites, industry press and Wikipedia are cited constantly in “what do people recommend” answers.
Citation-worthy pages
Concrete numbers, pricing, comparison tables and descriptive URLs give an assistant a reason to link you, not just name you.
Comparison content
A large share of prompts are comparative — “best X”, “X vs Y”, “alternatives to Z”. Publish honest ones before someone else does.
Freshness
Outdated pricing and stale examples quietly disqualify you as a source for time-sensitive questions.
Structure and schema
Tables, lists and accurate schema markup parse far more reliably than long prose blocks.
AI crawler access
Plenty of sites block OAI-SearchBot by accident, then wonder why they never appear. Check robots.txt and ungate your best pages.
Measurement
Mentions, citations, sentiment and share of voice across every assistant — tracked over time, not checked once.
How AI visibility is measured
AI systems can produce different responses to identical questions. Measurements are based on repeated observations across selected platforms and should be interpreted directionally rather than as deterministic search rankings. We say “your brand appeared in 7 of the last 10 tracked responses” — never “you rank #2 in ChatGPT”.
Brand and competitor names are extracted verbatim from what the assistant actually wrote, then verified against the answer text, so nothing invented by the extractor reaches your dashboard.
AI visibility
across repeated samples
Illustrative sample — your numbers come from your own tracked queries.
Frequently asked questions
01What is AI visibility?
AI visibility is how often, how prominently and how favourably your brand appears in answers generated by assistants like ChatGPT, Gemini, Perplexity and Claude. It is measured from repeated observations of real answers, not from a ranking table.
02How do I get my brand mentioned in ChatGPT?
Publish answer-ready content that opens with a direct definition, build topical depth around one subject, earn mentions on the third-party sources assistants lean on (Reddit, review sites, industry press, Wikipedia), keep pages current and crawlable by AI bots, then monitor which prompts surface you and iterate.
03What is the difference between a mention and a citation?
A mention is the assistant naming your brand inside its answer. A citation is the assistant linking to one of your pages as a source. Mentions build preference; citations also send traffic. Citeloop tracks both separately.
04Why do AI answers change every time I ask?
Assistants run different background searches per conversation and sample their own output, so two identical prompts can return different brands. That is why a single manual check is meaningless and why Citeloop reports across repeated observations instead of a single snapshot.
05Can I just check manually in ChatGPT?
You can, but it does not scale. Covering dozens of prompts across several assistants every week, and comparing sentiment and share of voice against competitors, needs automated tracking.
Find out what AI says about you
Run a live scan across ChatGPT and Gemini, or test any company you like before you set up a workspace.