ChatGPT Visibility Tracker: Mentions and Citations | Rankshift
Track your brand in ChatGPT answers

ChatGPT Visibility Tracker:
is your brand in the answer?

Rankshift runs your prompts in ChatGPT on a schedule and reports how often your brand is named, where it sits in the answer, which sources are cited and which competitors appear next to you.

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What you see

What Rankshift tracks in ChatGPT

ChatGPT answers a buying question with a short list of brands and a few links. Rankshift records both for every prompt you track, each time it runs.

  • Visibility

    The share of ChatGPT answers that name your brand, per prompt and overall.

  • Position

    Where you appear among the brands in the answer: first, second or last.

  • Share of voice

    Your mentions as a share of all brand mentions, next to your competitors.

  • Citations

    The domains and URLs ChatGPT cites, and how often your own site is one of them.

  • Sentiment

    Whether ChatGPT describes you in positive, neutral or negative terms.

  • Query fanouts

    The web searches ChatGPT runs before it writes the answer.

Prompts

How often ChatGPT names you, prompt by prompt

Add the questions your buyers ask. Rankshift runs each one in the ChatGPT interface they use, stores the full answer and marks your brand and your competitors in it. You see where you are named and where you are missing.

  • Full answer stored for every run
  • Visibility per prompt and for the whole project
  • Filter by persona, scenario or tag
Tracking over time

One answer is not a measurement

Ask ChatGPT the same question twice and the brands can change. Rankshift repeats every prompt on the schedule you set and reports visibility as a share of all runs, so one lucky or unlucky answer does not decide your number.

  • Daily or weekly runs, set per prompt
  • History per brand, prompt and model
  • Unlimited countries and languages
Competitors

Which competitors ChatGPT names next to you

Add your competitors and Rankshift counts them in the same answers. You get visibility and share of voice per brand, plus the position of each brand in the answer, so you know who ChatGPT puts first.

  • Visibility, share of voice and sentiment per brand
  • Position of each brand in the answer
  • Compared on every prompt you track
Citations

Which sources ChatGPT cites

When ChatGPT searches the web, it links the pages it used. Rankshift lists every cited domain and URL on your prompts and shows how often your own site is among them. Mentions and citations are counted separately, because ChatGPT can name you without linking to you.

  • Cited domains and URLs, ranked by frequency
  • Your own citation rate next to competitors
  • Review sites and articles where you are missing
Query fanouts

The searches ChatGPT runs before it answers

For many questions ChatGPT searches the web first, and it turns your prompt into its own search queries. Rankshift records these query fanouts and counts how often each one comes back, so you know which searches your pages need to match.

  • Captured from the ChatGPT answers to your prompts
  • Counted by how often each query occurs
  • Linked to the prompt that triggered them
Action Center

Actions based on what ChatGPT says and cites

Tracking shows where you stand. The Action Center turns what Rankshift finds in the answers into tasks: a page to update, a publication to pitch, a comparison article to get listed in. Each task is tied to the prompts and sources behind it and lands on a board your team can work through.

  • Prioritized by expected impact on your visibility
  • Based on the answers and sources from your prompts
  • One board for outreach, page updates and community replies
How it works

From prompt to ChatGPT report

  1. Add brand and prompts

    Step 1

    Enter your brand, your competitors and the questions your buyers ask. Rankshift suggests prompts to start from.

  2. We run them in ChatGPT

    Step 2

    Each prompt runs in ChatGPT on the schedule you choose, in the countries and languages you add.

  3. Act on the results

    Step 3

    See visibility, position, share of voice and sources per prompt, then work through the tasks in the Action Center.

Related

More ChatGPT data in the same project

Visibility is one part of how ChatGPT treats your brand. These reports sit in the same Rankshift project.

See all AI models Rankshift tracks
FAQ

Questions about ChatGPT visibility tracking

What is a ChatGPT visibility tracker?

A ChatGPT visibility tracker runs a fixed set of prompts in ChatGPT on a schedule and records the answers. From those answers it reports how often your brand is named, where it sits in the answer, which sources are cited and how you compare with competitors.

How does Rankshift collect ChatGPT answers?

Rankshift runs your prompts in the ChatGPT interface that your buyers use and stores the full answer with its sources. It does not rely only on API output, which can differ from what people see in the product. You choose how often each prompt runs, daily or weekly.

Why does ChatGPT give different answers to the same question?

ChatGPT writes each answer from scratch and often searches the web first, so the brands and sources can change from one run to the next. That is why Rankshift reports visibility as a share of all runs. One check tells you very little.

Does ChatGPT rank brands the way Google does?

No. There is no list of ten results. ChatGPT writes an answer and names a few brands in it. Rankshift measures how often you are named, your position among the brands in the answer and whether your pages are cited.

What is the difference between a mention and a citation?

A mention is your brand name in the answer text. A citation is a link to a page that ChatGPT used as a source. You can have one without the other, so Rankshift tracks them separately.

Which other AI models can I track?

Gemini, Perplexity, Claude, Microsoft Copilot, Google AI Overviews, Google AI Mode, Meta AI and Mistral. The same prompts can run on each model, so you can compare your ChatGPT visibility with the rest.

How do I improve my visibility in ChatGPT?

Start with the sources. ChatGPT builds its answers from pages it finds on the web, so look at which domains it cites on your prompts and where competitors are listed and you are missing. Then update your own pages to answer the prompt and its fanout queries directly. The Action Center turns these findings into specific tasks, ranked by expected impact.

See if ChatGPT names your brand

Add your brand, your competitors and your first prompts. The 30-day trial needs no credit card.

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