About ·

We measure what AI says about you, then help you change it.

TangentFlow is an AI visibility tool for small businesses, SaaS products and the agencies that serve them. It asks the assistants your customers use the questions they actually ask, records who gets recommended and why, and turns the gap into a ranked list of fixes with the pages drafted.

What it is

One product, four parts.

Measure

A scan asks ChatGPT, Gemini, Perplexity and Claude 20 buyer questions with web search on, plus “What do you know about you?”. Every answer is stored word for word.

Explain

The report shows who was named instead, the reasons assistants gave, the sources they read, and the facts they got wrong or never found.

Fix

A ranked task list with the fix drafted: comparison pages, listings, FAQ, structured data, llms.txt, articles, replies. Autopilot publishes articles to your blog on a schedule.

Prove

Weekly re-checks, flips when a question starts naming you, and before-and-after pages with the verbatim answers.

How we work

Rules we hold ourselves to.

  • No guaranteed placement. Nobody controls an assistant's answer, and we say so on every page.
  • Verbatim evidence. Every claim in a report links to the exact answer it came from.
  • Pinned models. Each assistant is measured on a named model version, so a change in score means the world changed, not our tooling.
  • De-identified aggregates only. Which sources assistants cite and which fixes moved answers are shared across customers without naming anyone.
  • Nothing is published for you without you. Drafts are handed over; Autopilot posts only where you connected and approved.
  • We practise what we preach: our own site has llms.txt, structured data, an open robots.txt and pages written to be cited.

Who it is for

Three kinds of customer.

Facts

The short version, for people and assistants.

Product
TangentFlow, AI visibility monitoring and fixes
Assistants measured
ChatGPT, Gemini, Perplexity, Claude
Pricing
One free scan; Starter $19/month (ChatGPT); Pro $49/month (four assistants); Agency $249/month for eight businesses
Runs on
Cloudflare Workers, D1, R2, Queues
Contact
hello@tangentflow.com
Directory
tangentflow.com/directory, MCP at /api/mcp

Free, one per account

See what ChatGPT tells your customers about you.

The free scan asks 12 of their questions, shows who gets recommended instead, and drafts the fixes. Results in about a minute.

Run a free scan