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Welcome to TRAIL Search

Everything your brand needs to show up in AI search: measure, fix, create, and measure again.

TRAIL Search asks AI engines the questions your customers ask, records how each answer describes your brand, and helps you fix what's missing with recommendations and content. Content tools for card news, product photos, detail pages, banners, and slides live in the same workspace.

What you can do

  • Measure your visibility, citations, and share of voice in AI answers, engine by engine.
  • Compare against the competitors AI names alongside you.
  • Diagnose AEO and GEO issues on your site: crawler access, structured data, llms.txt, and content gaps.
  • Write drafts for missing topics and publish them after review.
  • Create on-brand card news, product photos, detail pages, banners, and slides.
  • Connect your AI agent through the MCP server.

How it works

  1. Enter your site address. TRAIL Search reads the site and drafts your brand profile.
  2. Confirm competitors, topics, and the questions to track.
  3. Run a measurement and read the results in AI Search Insights.
  4. Fix the site and publish content, then measure again and compare runs.

We don't guarantee AI visibility or sales. We record what we measured, what changed, and what was observed afterward.

© TRAIL Labs. Product names and menus match the TRAIL Search app as of October 2026.