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

LLM Visibility dashboard: daily share-of-voice trend, mentions by AI platform and the tracked prompt list

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.

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.

You versus competitors by intent, the biggest gaps and the platform by intent cited-rate heatmap

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.

Top cited sources table marking competitors and your own site

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

Videos

LLM Visibility: does the AI answer name your brand?

Search rankings tell you where you rank; LLM Visibility tells you whether AI answers say your name at all. A walkthrough of the OnPagePilot LLM Visibility page across ChatGPT, Gemini, Perplexity, Claude, Grok, Google AI Mode and AI Overviews: unprompted visibility, sentiment and cited sources, reputation on questions that name your brand, the visibility trend and mentions by platform, prompt analysis by platform and intent, the exact answer and cited URLs behind every mention, and the Source Analysis tab that shows which sites the AIs trust.

AI Share of Voice: your brand versus your competitors in AI answers

Being mentioned is a yes-or-no; winning is a percentage. AI Share of Voice measures how much of the AI conversation your brand owns against the competitors you track, on unprompted questions across every AI answer engine: share of voice, competitive rank, the trend and leaderboard, the biggest gaps by platform and intent, a platform-by-intent heatmap, sentiment per brand, top cited sources and keyword opportunities - one toolbar filters the whole page.

Getting started with AI visibility tracking

Three dialogs stand between an empty page and a weekly AI visibility scan: add your brand with the spellings the AIs might use and one sentence saying what it is not, add a competitor that is measured on your own questions, and add the question to track with its market, language, AI platforms and scan day.

Put LLM Visibility to work on your own domain

Compare the plans that include LLM Visibility, or ask us first if you are not sure which one fits.

See LLM Visibility pricing Contact Sales