There are only a few reasons Perplexity names someone else, and they are separable. Perplexity retrieves live for almost every query and shows its sources inline as numbered citations. That makes it the most transparent of the six to audit: you can read exactly which URLs it used, which is why it is usually the first engine worth working on.. Perplexity retrieves live for almost every query and shows its sources inline as numbered citations. That makes it the most transparent of the six to audit: you can read exactly which URLs it used, which is why it is usually the first engine worth working on.
How Perplexity actually decides
Perplexity retrieves live for almost every query and shows its sources inline as numbered citations. That makes it the most transparent of the six to audit: you can read exactly which URLs it used, which is why it is usually the first engine worth working on.
Its citations skew toward community and discussion sources: published analyses put Reddit at roughly 46.7% of its top citations. In practice that means the surfaces worth auditing first are Reddit, forum threads and community Q&A, recent blog posts, documentation.
The method, in order
Rule out reachability first. If PerplexityBot cannot fetch your pages, nothing else on this list matters.
Check whether you are absent or merely outranked. Being unmentioned is a different problem from being mentioned third, and the fixes do not overlap.
Look at what it cites instead. Perplexity favours community and discussion sources: published analyses put Reddit at roughly 46.7% of its top citations: if your competitors are present in Reddit and you are not, that is usually the whole answer.
Check your claims are verifiable somewhere other than your own marketing. Engines corroborate; a claim that appears only on your homepage rarely survives into an answer.
Then fix the cheapest thing that moves: earn genuine mentions in the community threads it already cites for your category.
The honest caveat
A brand with no presence in community discussion is very hard to surface here, however good its own site is. This is the engine where owned content alone reliably fails.
Cituna checks Perplexity daily alongside the other five engines, ChatGPT, Perplexity, Gemini, Claude, Grok and Google AI Overviews, on the $39 Starter, and pairs the result with Google Search Console so a change here can be tied to real clicks. We do not track Microsoft Copilot.
Drafted with AI assistance from our own research and Search Console data, and reviewed by Rahul A before publishing. Rules and prices change; check the linked official source before you act.