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눈치 · nunchi.biz

Tracks how brands appear in AI assistant answers from Claude, ChatGPT and other engines, and serves that data to them through MCP.

Actively maintained

눈치 · nunchi.biz: data, price, alternatives
At a glancechecked Oct 24, 2026

not read yet

Use

For
Businesses tracking how their brand appears in AI answers from Claude, ChatGPT, Perplexity and Gemini
Activity
Actively maintainedsite updated 8 days ago
Used for
  • Check brand mentions in AI search answers
  • Review robots.txt settings for AI crawlers
  • Connect AI assistants to nunchi through MCP
read off nunchi.biz on Oct 31, 2026
Worth knowingcomputed from what we read · each with its source
  • Has an MCP server (2 in the registry)public registry →
  • Publishes llms.txt, a file written for AI assistantsnunchi.biz ↗
Pricingpricing page, read Oct 31, 2026

Price not read

How a program reaches itfound, not claimed · read Oct 29, 2026
  • MCP serverbiz.nunchi/nunchi-tryverified in the MCP registry
  • Stateanswers, 2 toolschecked 2026-10-29
  • Address to connectmcp.gmp.ai/nunchi/try
  • OpenAPI spec48 pathsthe spec ↗
  • MCP docsnunchi.biz/mcpthe vendor's page ↗

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

Compare 눈치 · nunchi.biz with

Pick up to two.

All 10 alternatives to 눈치 · nunchi.biz →

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Not it? Say what you need

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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 눈치 · nunchi.biz?

    Tracks how brands appear in AI assistant answers from Claude, ChatGPT and other engines, and serves that data to them through MCP. It is listed in the Atlas under Marketing.

  • Who is 눈치 · nunchi.biz for?

    Businesses tracking how their brand appears in AI answers from Claude, ChatGPT, Perplexity and Gemini

  • Is 눈치 · nunchi.biz still maintained?

    Actively maintained: site updated 8 days ago.

  • What are alternatives to 눈치 · nunchi.biz?

    In Marketing, by use: Writesonic, Surfer SEO, SE Ranking, Addlly AI, Supermetrics.

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