LLM Visibility

Q: How does OnPagePilot provide a historical view of LLM visibility?

OnPagePilot keeps every scan per keyword and snapshots the share of voice daily, allowing users to see trends over time. This history helps tie changes in AI visibility to published content.

Q: Can OnPagePilot track competitor LLM visibility?

Yes, OnPagePilot tracks competitor LLM visibility by overlaying their share of voice on yours and providing a competitive leaderboard. It also shows which pages competitors are cited for.

Q: What information does OnPagePilot provide about competitor citations?

OnPagePilot's citation lists show which pages AI models pull from, including those of competitors. The source analysis details the domains cited, which competitors are cited alongside your brand, and the prompts behind each citation.

Q: What factors contribute to a page being cited in AI answers?

AI answers tend to cite pages that cover a subject completely and are easy to extract information from, featuring clear headings, direct answers, and consistent terminology. These are the same qualities that Topical Authority builds.

See how your brand is cited inside AI answers - ChatGPT, Gemini, Claude, Perplexity, Grok, Google AI Mode and AI Overviews - next to your competitors.

Features

Seven AI surfaces, one view

OnPagePilot asks the questions your buyers ask and records whether you - or your competitors - are named and cited in the answers from ChatGPT, Gemini, Claude, Perplexity, Grok, Google AI Mode and Google AI Overviews.

ChatGPT

Gemini

Claude

Perplexity

Grok

Google AI Mode

AI Overviews

One tracked query expanded - the answer each AI platform gave, with the URLs it cited

History, not a snapshot

Every scan is kept per keyword, and share of voice is snapshotted daily, so you see the trend and can tie a change in AI visibility to what you published.

Tracked queries with per-platform status, visibility, change since last scan, sentiment, citations and last check date

Competitors side by side

Competitor share of voice is overlaid on yours, and the citation lists show which pages the models actually pull from - including the ones that are not yours.

AI Share of Voice - your trend line against two competitor brands, with the competitive leaderboard

The difference is what sits next to it

Other tools track AI mentions. Here the tracking sits beside the competitor analysis, the technical audit and the content engine that changes the answer - one plan, not four bills.

Source analysis - the domains the AI answers cite, which competitors they cite next to you, and the prompts behind each citation

Seven AI surfaces: ChatGPT, Gemini, Claude, Perplexity, Grok, Google AI Mode and Google AI Overviews
Scan history per keyword, daily share-of-voice snapshots
Competitor share-of-voice overlay and citation lists
Sentiment of the mentions recorded alongside the citation

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