RRepoGEO

REPOGEO REPORT · LITE

Sophomoresty/gemini-web2api

Default branch main · commit 75fe4114 · scanned 6/2/2026, 2:33:05 PM

GitHub: 1,211 stars · 310 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 Sophomoresty/gemini-web2api, 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

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

OVERALL DIRECTION
  • highreadme#1
    Reposition README opening to clarify niche

    Why:

    CURRENT
    Convert Google Gemini's web interface into an OpenAI-compatible API. Zero authentication, zero cost, cross-platform.
    COPY-PASTE FIX
    Convert Google Gemini's web interface into an OpenAI-compatible API. Zero authentication, zero cost, cross-platform. This tool provides a free, unofficial API endpoint for Gemini, similar to how projects like gpt4free wrap other web UIs.
  • mediumhomepage#2
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    [Your project's official homepage URL, e.g., a GitHub Pages site or documentation site]

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 Sophomoresty/gemini-web2api
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. Anthropic API · recommended 1×
  3. Google Cloud Vertex AI · recommended 1×
  4. Mistral AI API · recommended 1×
  5. Perplexity AI API · recommended 1×
  • CATEGORY QUERY
    How to access a powerful web-based LLM via an OpenAI-compatible API endpoint?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Anthropic API
    3. Google Cloud Vertex AI
    4. Mistral AI API
    5. Perplexity AI API
    6. Anyscale Endpoints
    7. LiteLLM

    AI recommended 7 alternatives but never named Sophomoresty/gemini-web2api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to wrap a free web AI chat interface as an OpenAI API for development?
    you: not recommended
    AI recommended (in order):
    1. gpt4free
    2. FreeGPT
    3. Poe-API
    4. LangChain
    5. LlamaIndex
    6. Flask
    7. FastAPI
    8. requests
    9. Selenium
    10. Express
    11. Koa

    AI recommended 11 alternatives but never named Sophomoresty/gemini-web2api. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 Sophomoresty/gemini-web2api?
    pass
    AI did not name Sophomoresty/gemini-web2api — 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 Sophomoresty/gemini-web2api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Sophomoresty/gemini-web2api 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 Sophomoresty/gemini-web2api solve, and who is the primary audience?
    pass
    AI named Sophomoresty/gemini-web2api explicitly

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

Embed your GEO score

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MARKDOWN (README)
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Sophomoresty/gemini-web2api — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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