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Turn support conversations into weekly insights
Customer support · Business data & reporting · checked 2026-10-16
Pull support analytics from Tidio’s read-only Analytics MCP, or search Intercom conversations through Intercom’s MCP server, have your AI platform cluster themes, and send a weekly summary with fixes for product and docs.
Independent review. IonBin has no partnership with any tool on this page and was not paid for this page. Our evaluation is our own, based on public documentation and our research. Product names are trademarks of their owners and are used for identification only. How disclosure works.
Clusters themes and drafts fixes for docs and product
AI platform
Confirmed
4
You
Assign the fixes
Human step
Confirmed
Confirmed means the vendor documents it (linked). It doesn't mean IonBin has tested it. AI-platform and human steps need no source.
Human approval
You decide what gets fixed.
Watch out for
Keep the human approval step: You decide what gets fixed.
Starter prompt
Goal: Learn what customers struggle with every week. Tools involved: Tidio, Intercom (alternative). Your part: returns ticket and lyro analytics; searches and fetches conversations; clusters themes and drafts fixes for docs and product. Work step by step, show me each draft or proposed change, and wait for my approval before anything is sent, published, signed, filed or changed in a live system.
Assembled from this page’s goal and steps. Paste it into your AI platform and adjust it to your situation.
Tidio: pairing not named in vendor docs; Intercom (alternative): pairing not named in vendor docs
ChatGPT
To verify
Intercom (alternative): pairing not named in vendor docs
Gemini
To verify
Tidio: pairing not named in vendor docs; Intercom (alternative): pairing not named in vendor docs
Perplexity
To verify
Tidio: pairing not named in vendor docs; Intercom (alternative): pairing not named in vendor docs
Computed from the MCP and API steps only: "Confirmed" needs the tool's docs to name the platform and the platform to support the connection. Browser, upload and human steps work from any platform.
What we checked
Tidio’s Analytics API can be connected over MCP so an assistant can answer questions such as “How many tickets did we close last week?” or “Show me Lyro’s resolution rate by day.” Tidio says these tools are read-only: they can’t send messages, change settings or modify your account. Tidio notes that fetching every conversation on a busy account can take a long time, so ask for a shorter period if it fails. Intercom’s MCP server has 14 tools, including search_conversations and fetch, for US and EU hosted workspaces; AU hosted workspaces aren’t supported yet. Intercom’s Claude directory connector reaches US workspaces only, so EU workspaces add the EU URL as a custom connector.
Set it up
Connect Tidio’s Analytics MCP with your API client ID and secret, or Intercom’s MCP server for your region.
Ask for last week’s conversations grouped by theme, with counts and example quotes.
Ask for suggested fixes to docs and product for the top themes.
