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Once you have connected Chainshift to an AI tool (Claude, Cursor, etc.) via MCP connect, all you need to do is paste the prompts below in order. The agent handles registration, collection, and aggregation for you.

1. How does AI see your brand

Change the three lines of brand information and paste. The agent does everything from writing the prompts your customers would ask, to collecting answers, to organizing the results.

First diagnosis: from brand registration to a mention report

Collection usually takes a few minutes. After the agent confirms completion, it summarizes the results like this.
The key is to leave the brand name out of the prompts. Customers ask AI about their problems, not about your brand, so mentions in prompts without the brand name show your real exposure.

2. What content is missing

Prompts where you were not mentioned are your content targets. The fan-out the AI actually performed while building its answer and the sources it cited instead give you hints.

Content gaps: find the content you need to create

How to read the results:
  • No mention at all: you either have no content on that topic or the AI cannot find it.
  • Mentioned, but your own site is not cited: the AI is introducing you based on third-party content. Check which sources are cited and strengthen your own content.
  • Fan-out: the fan-out queries the AI searched are also a list of content you should create.

3. How you compare to competitors

Contrasting competitor mentions in the same answer data shows your relative position.

Competitor comparison: mention rate and citations side by side

4. Measuring improvement

After strengthening your content, collect again with the same prompts to check for changes. Keeping the same prompt set is the precondition for comparison.

Trend tracking: compare with the previous collection

Narrowing the scope

Add conditions to your prompt and the agent applies them as written.
  • “ChatGPT answers only”: a specific model
  • “Only prompts in the ‘GEO monitoring’ set”: a specific prompt set
  • “Only answers from the last month”: a time range

Going deeper

REST API

When you need programmatic access, such as custom aggregation or dashboard integration