RRepoGEO

REPOGEO REPORT · LITE

Explosion-Scratch/claude-unofficial-api

Default branch main · commit 3d55419f · scanned 5/30/2026, 3:28:09 PM

GitHub: 745 stars · 76 forks

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface Explosion-Scratch/claude-unofficial-api, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's first active sentence to emphasize unofficial Claude API/CLI

    Why:

    CURRENT
    This is a lightweight (isomorphic, 0 dependency) JavaScript library for interacting with the Claude AI chatbot's unofficial internal API. [CLI installation](#cli-installation), [API installation + usage](#usage)
    COPY-PASTE FIX
    This is an unofficial JavaScript library and command-line interface (CLI) for interacting with the Claude AI chatbot's internal API, specifically designed for programmatic access to Claude-2 via its web interface.
  • hightopics#2
    Refine repository topics for better categorization

    Why:

    CURRENT
    api, claude, cli, gpt, llm, node, unofficial
    COPY-PASTE FIX
    api, claude, cli, llm, node, unofficial, web-scraping, anthropic
  • mediumreadme#3
    Add a positive framing sentence after the 'IMPORTANT' note

    Why:

    CURRENT
    Sorry – @Explosion-Scratch
    COPY-PASTE FIX
    Despite the current challenges, this repository remains a reference for unofficial Claude API interaction and a platform for community-driven solutions to access Claude-2 programmatically.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface Explosion-Scratch/claude-unofficial-api
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
axios/axios
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. axios/axios · recommended 1×
  2. node-fetch/node-fetch · recommended 1×
  3. nodejs/undici · recommended 1×
  4. sindresorhus/got · recommended 1×
  5. visionmedia/superagent · recommended 1×
  • CATEGORY QUERY
    Looking for a JavaScript library to integrate with a popular large language model's unofficial API.
    you: not recommended
    AI recommended (in order):
    1. Axios (axios/axios)
    2. node-fetch (node-fetch/node-fetch)
    3. undici (nodejs/undici)
    4. got (sindresorhus/got)
    5. superagent (visionmedia/superagent)

    AI recommended 5 alternatives but never named Explosion-Scratch/claude-unofficial-api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Is there a command-line tool for scripting conversations with a leading AI assistant?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Python API Client
    2. llama-cpp-python (abetlen/llama-cpp-python)
    3. Ollama (ollama/ollama)
    4. Google Cloud Generative AI SDK for Python
    5. langchain (langchain-ai/langchain)
    6. Hugging Face Transformers (huggingface/transformers)
    7. anthropic

    AI recommended 7 alternatives but never named Explosion-Scratch/claude-unofficial-api. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of Explosion-Scratch/claude-unofficial-api?
    pass
    AI did not name Explosion-Scratch/claude-unofficial-api — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts Explosion-Scratch/claude-unofficial-api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Explosion-Scratch/claude-unofficial-api explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo Explosion-Scratch/claude-unofficial-api solve, and who is the primary audience?
    pass
    AI did not name Explosion-Scratch/claude-unofficial-api — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite