Free AI visibility checker: what to look for in the results

Short answer: a free AI visibility check returns four signals that matter, in this order: whether the AI mentioned you, where you appear in the answer (position #1 is worth ~5x position #5), which competitors got mentioned instead, and the tone of any mention. Everything else is noise. Below is exactly how to read each one, and the action each result points to.

Why a free check is worth running before any paid AI visibility work

You cannot fix what you cannot see. Most brands have never asked ChatGPT, Claude, or Perplexity the same buying-intent question their customers ask, in incognito, with no account memory weighting the answer. A 30-second free check gives you a baseline. Without it, every dollar you spend on AEO consulting, content rewrites, or “GEO services” is spent in the dark.

SeenRank’s free check covers ChatGPT today and is rate-limited to three runs per IP per day. No signup, no card, no email required. The full paid product covers ChatGPT, Claude, Perplexity, and Google AI Overview together, weekly. Either way, the four signals below are what to read.

Signal 1: Mentioned or not mentioned

The top-line binary. The AI either named your brand in its answer to a real buying-intent question, or it did not. About 70% of brands in our internal sampling are not mentioned for their primary category query on the first run. That is normal. It is the starting line.

Mentioned

You are visible for this specific query phrasing. Move to signal 2 (position) to learn how visible. Then test 3-5 variants of the same intent to see if you are sometimes-mentioned or consistently-mentioned. Consistency is the goal.

Not mentioned

The AI named competitors instead. This is not a verdict, it is a diagnostic. Move directly to signal 3 (competitors) to learn who is winning the slot, then click through to read the page that is winning. Almost always, the citation is being earned by a single specific page, not a whole site.

Signal 2: Position in the answer

If you are mentioned, where in the answer you appear matters enormously. AI answer text is typically scanned for the first 2-3 named brands; later mentions are read less often. Internal data: position #1 mentions correlate with roughly 5x more downstream branded searches than position #5 mentions for the same query.

Position #1 or #2

You are winning. Maintain by keeping your dateModified fresh on the page earning the citation, and by watching for competitor moves on the same query. Set a quarterly review reminder.

Position #3-#5

You are in consideration but losing first-mention share to specific competitors. The fix is almost always one page: identify which of your pages the AI is extracting from, audit the first 200 words, the statistics, and the schema, and ship a focused upgrade. Re-check in 2 weeks.

Position #6+

Borderline invisible. The AI is naming you, but most readers will not scan that far. Treat this as “not mentioned” and run the fix-list in why your brand isn’t showing up in AI answers.

Signal 3: Which competitors got mentioned instead

The single most actionable piece of any check. The brands the AI named are the ones it considers credible for this query. More importantly: it is usually one specific page on each competitor’s site that is winning the slot, not the whole site.

How to use the competitor list

1. Click each named competitor and find the specific page winning the citation. Often it is a comparison post, a category guide, a strong FAQ, or a use-case page. Sometimes it is a Reddit thread or a third-party listicle.
2. Read that page like an editor. What does it cover that yours does not? Statistics? Comparison tables? A clearer 40-55 word opening?
3. Ship a better equivalent on your own site. Not a copy: a sharper version. AI engines deduplicate aggressively, so the same content rewritten will not displace the original. Add something unique: your own data, a comparison the competitor doesn’t make, a more honest tradeoff discussion.

If a competitor you don’t recognize keeps showing up

That is the most valuable result of all: the AI just told you who the citation-grade competitor is in your category. Often it is a smaller, content-focused player you would not see in a regular Google search. Add them to your watchlist.

Signal 4: Tone of the mention

Last signal, but important when you are mentioned. The AI’s prose around your brand name reveals what it has learned about you from training data and the live web.

Positive tone

The AI says something specific and flattering: “known for X”, “recommended for Y”. This is the strongest possible result. The fix is to maintain: keep the page that is earning the mention fresh, and keep accumulating third-party signal in places AI engines crawl (Reddit, LinkedIn, niche forums).

Neutral tone

The AI says you exist and lists a category. No editorial framing. This is fine and very common. The lift work is to earn a positive framing, usually by getting cited on a respected third-party site that frames you well.

Negative or inaccurate tone

The AI says something wrong or unflattering. Two fixes. First, publish a clear, recent, schema-marked page about your business that includes the corrected facts in plain language. AI engines update their picture of a brand within roughly 3-5 business days of indexing new authoritative content. Second, get the corrected version cited by third parties (LinkedIn, niche forums, industry blogs). Co-occurrence in the wild changes how the model talks about you.

What the free check doesn’t tell you (and what to do about it)

Honest read: a single free check is one engine, one query, one moment in time. It is enough to know whether you are in the game, but it is not enough to drive ongoing decisions. Three limitations:

• One engine. The free check covers ChatGPT. Perplexity, Claude, and Google AI Overview each cite differently. A brand mentioned by ChatGPT can be invisible to Perplexity, and vice versa. The paid SeenRank product runs all four together.
• One query. AI engines are non-deterministic. Three variants of the same intent often produce different brand sets. Run at least three to know whether you are sometimes-cited or never-cited.
• One moment. A snapshot does not show trend. The week-over-week direction matters more than any single result. Trend is what the paid product is built around.

None of those limitations diminish the value of a free check as a starting point. They just mean a free check is the start of a process, not the whole answer.

Run a check, read the four signals, fix one page

The right next move is rarely “fix everything”. It is to read the four signals, identify the single highest-leverage page (or missing page) closest to a buying decision, and ship a focused upgrade. Then re-check in 2 weeks.

Run a free SeenRank check →

FAQ

Why does my check return different results when I run it twice?

AI engines are non-deterministic by design. Identical prompts can produce different brand sets within a single session, especially in crowded categories. That is why three variants of the same intent and a multi-week trend matter more than any single snapshot.

The check says I’m not mentioned, but I show up in Google search. How?

SEO and AI search visibility are different surfaces. Google rewards your domain authority for the keyword; AI engines reward specific pages that directly answer a specific buying-intent question with original substance. A site that ranks #1 on Google can easily be ignored by AI engines if its top pages bury the answer or lack statistics. See the 7 reasons for the fix list.

The check says I’m mentioned with positive tone. Am I done?

No, but you are in a good place. Maintain by setting a quarterly review on the page earning the citation: keep dateModified fresh when content genuinely changes, watch for competitor moves on the same query, and keep accumulating third-party brand mentions in the places AI engines crawl.

What if all my competitors are also not mentioned?

Two possibilities. First, the query phrasing is rare; try variants. Second, the AI doesn’t have a clear category model and is naming generic options (“local services”, “popular brands”). That is opportunity: the first brand to publish a definitive page on the topic, with statistics and schema, often takes the slot for months. See why your brand isn’t showing up in AI answers, reason 7.

Can I download or share the result?

The free check shows the result in-browser. The paid SeenRank product generates a white-label PDF report every Monday for every business you track, designed to share with clients or stakeholders.

Run a free SeenRank check now →

Related: Does my brand show up in ChatGPT?  ·  How to check if Perplexity mentions your company  ·  Why your brand isn’t showing up in AI answers (7 reasons)  ·  AI Search Visibility: the 2026 guide.