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AI Visibility / Conversation Explorer

See exactly how AI assistants talk about you

Drill into individual prompts to inspect every citation, every brand mention, and every model variation behind the visibility score. Conversation Explorer is the per-prompt forensics view inside rank.ai's AI Visibility tracker.

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What you'll see in every prompt

Click any tracked prompt and Conversation Explorer opens up three layers of detail the headline visibility number can't show on its own.

Per-prompt run history

Every time we ask ChatGPT, Claude, and Gemini your prompt, the full answer is captured and stored. Scrub the timeline to compare today's response against last week's, see when an answer drifted, and read the full prose response per provider per run — not a summary.

Citation-level drilling

Each cited URL is broken out: domain, page title, the exact snippet the model pulled from, and the character offset highlighted in the answer prose. You see where in the response a source got pulled in, not just that it was cited somewhere.

Brand mention timeline

Every brand mention — yours and your tracked competitors' — is logged with sentiment (positive, neutral, negative, mixed). Plotted as a stacked timeline so you can see whether your sentiment is improving, sliding, or flipping with each model update.

What teams actually use it for

The headline AI visibility number tells you whether you're showing up. Conversation Explorer tells you why — and what to change.

Track answer drift

LLM answers are stochastic. The same prompt run twice can pull different sources, surface different brands, and flip sentiment. Run history lets you spot drift the moment it happens — and tells you whether the change is noise or a real model update affecting your category.

Compare across models

ChatGPT, Claude, and Gemini ground their answers on different sources, even for the same prompt. Side-by-side citation lists per provider show which sites each assistant trusts for your category — so you know whether the gap is a content problem on your end or a model preference you need to work with.

Source-authority leaderboard

Across every prompt rank.ai runs for you, we tally which domains the AI assistants cite most for your category. That leaderboard tells you which third-party sites earn placements you don't, so the publishing and outreach plan can target the sources the models already trust.

Frequently asked.

What is Conversation Explorer?
Conversation Explorer is the per-prompt forensics view inside rank.ai's AI Visibility tracker. For every prompt you track, it shows the full run history across ChatGPT, Claude, and Gemini, every citation those models pulled (with snippet and offset into the answer), every brand mention with sentiment, and the source-authority rollup across all runs. The headline visibility score tells you whether you're showing up; Conversation Explorer tells you why and what to change.
Which AI assistants do you cover?
ChatGPT (OpenAI), Claude (Anthropic), and Gemini (Google) — the three assistants where buying-intent questions actually land today. We use the official provider APIs with search/grounding enabled, which is what produces the citation list we drill into. There's no scraping, screenshotting, or unofficial endpoint involved, so the citations and mentions you see are the same ones a real user would see.
How often do you check?
Tracked prompts are sampled multiple times per day per provider so the visibility line you see in the timeline is an average, not a single roll of the dice. The exact cadence depends on your plan tier — see the pricing page for the current per-tier sample rates.
Can I export the data?
Yes. Run history, citation lists, brand-mention logs, and the source-authority leaderboard all export to CSV from the Conversation Explorer view. Agencies on the white-label plan can also pipe the same data into client reports without manual copying.
Do I need an API key from OpenAI / Anthropic / Google?
No. rank.ai handles all provider access, billing, and rate limiting on our end. You configure prompts and competitors; we run the calls, capture the structured citations, and surface the results. There's nothing to wire up on your side beyond signing in.
How is this different from /check-ai-ranking and the free AI Visibility Check?
The free tools run one prompt, one time, across the three providers and show you the snapshot. Conversation Explorer is the paid surface for the same data over time — dozens of prompts, sampled multiple times a day, with citation history, sentiment trajectory, and source-authority rollups you can act on. Use the free tools to see whether the problem is real; use Conversation Explorer to fix it.

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