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refd

Monitors AI search results through a platform of signals and trackers, with open-source components.

Actively maintained

MarketingMonitoringSearchOpen source
refd.ai ↗
Open refd.aiAlternativesSet it up for my teamIs refd yours? Claim the card →
At a glanceswept Oct 21, 2026

≈ 2visits/mo

Little sign of use · estimate, read Oct 13, 2026

Activity
Actively maintainedrelease 3 weeks ago · site updated 6 weeks ago
App Store
00 ratingsiPhone & iPad · updated Sep 11, 2026
Used for
  • monitor AI search results with trackers
Worth knowingcomputed from what we read · each with its source
  • Has an MCP server (1 in the registry)public registry →
  • Publishes llms.txt, a file written for AI assistantsrefd.ai ↗
Your datawhat they publish, each line with its page · read Oct 21, 2026

“We do not use workspace content to train our own machine-learning models.”

privacy policy ↗

These are refd's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.

How a program reaches itfound, not claimed · read Oct 21, 2026
  • MCP serverai.refd/refdverified in the MCP registry
  • Stateanswers, requires sign-inchecked 2026-10-21
  • Address to connectapi.refd.ai/mcp
  • OpenAPI spec7 pathsthe spec ↗

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Alternatives in Marketingby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

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Three tools from the Atlas for the job you describe, each with what fits and what does not.

From people who use itnot part of the reading

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Questions this page answers
  • What is refd?

    Monitors AI search results through a platform of signals and trackers, with open-source components. It is listed in the Atlas under Marketing.

  • Do people use refd?

    Little sign of use: ≈ 2 visits/mo · estimate, 2026-10.

  • Is refd still maintained?

    Actively maintained: release 3 weeks ago · site updated 6 weeks ago.

  • Does refd train AI on your data?

    No, per its privacy policy (2026-10-21): “We do not use workspace content to train our own machine-learning models.”

  • Is refd safe?

    We do not audit vendors. What refd publishes, read 2026-10-21: on training with your data, “We do not use workspace content to train our own machine-learning models.”.

  • Does refd have an iPhone app?

    Yes: “Refd - رِفد” on the App Store, rated 0 from 0 ratings; current version released 2026-09-11.

  • What are alternatives to refd?

    In Marketing, by use: WordPress, GrowthBar Agent, Jasper, Bynder, Surfer SEO, Hovercode.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk