Rankry tracks how Claude mentions, ranks, cites, and recommends your brand across buyer-intent prompts. Instead of manually re-checking Claude answers, you monitor your visibility, position, sentiment, competitors, and source citations over time.
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Claude visibility is not a single number. It is six distinct things that decide whether a buyer asking Claude for a recommendation ever hears your name, and how they hear it.
Claude names your brand somewhere in the answer.
Claude actively suggests you as a choice, not just a passing reference.
Where you land. First-named brands carry the most weight.
A source Claude points to when it has web access. Own it and you shape the answer.
Whether Claude describes you warmly, neutrally, or with hedged caution.
A rival taking the slot you want, in the same answer.
These are patterns we see in practice across thousands of tracked prompts, not hard technical guarantees. They are the reason a brand that ranks elsewhere can still be quiet on Claude.
In practice Claude hedges more than other engines. It is quicker to qualify a recommendation or decline to rank, which means a thin brand profile gets passed over rather than guessed at.
Claude tends to favor brands it can corroborate across several independent sources. Strong first-party pages plus third-party reviews move you further here than on engines that improvise more freely.
The same buyer prompt can name you on ChatGPT and skip you on Claude. Different training and retrieval produce genuinely different answers, so a blended score hides where you are actually losing.
Because the gap between engines is real, you need a Claude-specific trend. Rankry keeps every model separate so you can fix the engine that is actually costing you deals.
Every scan captures the full picture of a Claude answer, then trends it so you can see movement, not just a snapshot.
The numbers Rankry reports for Claude, what each one means, and why it changes a decision.
| Metric | What it means | Why it matters |
|---|---|---|
| Mention rate | How often Claude names your brand across your tracked prompts. | Your baseline presence. If Claude rarely mentions you, nothing downstream matters yet. |
| Recommendation rate | How often Claude actively recommends you, not just lists you. | Being named is not the same as being chosen. This is the metric that maps to revenue. |
| Average position | Where your brand lands in the answer when it appears. | First-named brands get disproportionate trust. Slipping to the tail still loses the deal. |
| Citation share | Share of cited sources in Claude answers that point to your domain. | Citations are how Claude justifies a recommendation. Owning them compounds your visibility. |
| Sentiment | How positive or cautious Claude is when describing you. | Claude often hedges. A lukewarm description can cost you even when you are mentioned. |
| Competitor win rate | How often a given competitor beats you head-to-head in the same answer. | Tells you exactly which rivals to displace, prompt by prompt. |
| Prompt category coverage | Which buyer-intent categories you appear in versus stay absent from. | Surfaces the high-intent prompts where you are completely missing. |
| Source gap | Sources competitors are cited in that you are not. | Turns "improve visibility" into a concrete list of pages and listings to earn. |
Track the buyer-intent prompts a real prospect would ask Claude before choosing a tool. Swap the brackets for your category and competitors.
There are no keyword tricks here. You improve Claude visibility by giving it more to corroborate, then closing the gaps Rankry surfaces.
Give Claude an unambiguous page that states what you do and who you are for, in plain language it can corroborate.
Honest "X vs Y" and "alternatives to" pages help Claude place you in the consideration set for those exact prompts.
Accurate listings, reviews, and mentions on independent sites give Claude the consensus it leans on.
Organization and SoftwareApplication schema make your identity machine-readable and harder to misattribute.
Lead with the answer. Content that resolves the question outright is easier to cite than narrative.
Freshness is a real signal. Stale pages lose ground to maintained competitor content.
Make sure ClaudeBot and Claude-SearchBot can actually read the pages you want cited.
Track the prompts you care about and fix the specific source and coverage gaps Rankry surfaces.
Your position-aware score across every model.
See which rivals take the slots you want.
Test any prompt across all five engines.
Find what blocks AI engines from citing you.
Track where Claude visibility diverges from the rest.
Compare your Claude read against ChatGPT.
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