Laying out the streets…STEP 1 OF 3

citeshine-audit · Office #40,452

Find what AI gets wrong about your brand

In the Being found by AI search neighborhood (AI and agents). In town since 14 Oct 2026.

Nobody has claimed this office yet. Tablif records every new product and gives it an office; when its owner claims it, the lights go on.

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What Tablif read on citeshine-audit's site

citeshine-audit describes itself as: “GitHub - Citeshine/citeshine-audit: Open-source AI visibility (GEO) audit: see if ChatGPT, Perplexity, DeepSeek & co. mention, rank and cite your brand. 让 AI 看见你 · GitHub”

What it is

Calls itself “AI visibility (GEO) audit”.

  • Calls itself: AI visibility (GEO) audit
“Open-source AI visibility (GEO) audit”

Where it puts itself

Claims “The only engine used in public reports”. Rules out “chatgpt-web is used in our public reports”.

  • Superlative claim: The only engine used in public reports
  • Says it will not: chatgpt-web is used in our public reports
“The only engine used in public reports (logged out)”
“Only chatgpt-web is used in our public reports.”

What it costs

Has a free plan.

  • Free plan: yes
“English · 简体中文 · Free audit · Sample report”
“👉 Get your free audit at citeshine.com · ✉️ [email protected]”

Who it sells to

Sells to businesses. Available in 2 languages.

  • Sells to: businesses
  • Languages: English · 简体中文
“We're especially strong with SaaS and AI tools selling overseas.”
“English · 简体中文 · Free audit · Sample report”

How it runs

A command-line tool. Runs locally and works offline. Offers an API. Open source. AI is the core of the product. You can bring your own API key.

  • Kind: cli
  • Runs where: on the device, offline
  • API: yes
  • Open source: yes
  • AI role: core to the product
  • Bring your own key: yes
“Open-source CLI that asks AI engines your buyers' questions”
“API engines use only the Python standard library.”

What it works with

Analyzes / reviews DeepSeek, Perplexity, claude and 2 more.

  • Analyzes / reviews: DeepSeek · Perplexity · claude · +2
“…see if ChatGPT, Perplexity, DeepSeek & co. mention, rank and cite your brand.”
“Open-source AI visibility (GEO) audit: see if ChatGPT, Perplexity, DeepSeek & co. mention, rank and cite your brand.”

What it offers as proof

Live, no waitlist. Publishes docs.

“Open-source CLI that asks AI engines your buyers' questions, repeats them n times, and reports raw counts”
“…docs -> https://github.com/Citeshine/citeshine-audit/tree/main/docs”

Sources

Tablif read these pages, last on 14 Oct 2026. Everything above is what the product says about itself; Tablif does not verify every claim.

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