RRepoGEO

REPOGEO REPORT · LITE

acheong08/EdgeGPT

Default branch main · commit 9aed44b6 · scanned 5/18/2026, 9:57:05 AM

GitHub: 7,889 stars · 862 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /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
3 / 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 acheong08/EdgeGPT, 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 archive notice in the README to appear after the main title

    Why:

    CURRENT
    > # This project has been archived. Due to personal circumstances, I lack the time to maintain this repository.

<div align="center">
  

# Edge GPT

_The reverse engineering the chat feature of the new version of Bing_
    COPY-PASTE FIX
    <div align="center">
  

# Edge GPT

_The reverse engineering the chat feature of the new version of Bing_

</div>

> # This project has been archived. Due to personal circumstances, I lack the time to maintain this repository.
  • mediumreadme#2
    Clarify 'API' in the README's main tagline

    Why:

    CURRENT
    _The reverse engineering the chat feature of the new version of Bing_
    COPY-PASTE FIX
    _An unofficial, reverse-engineered API for the chat feature of the new version of Bing_
  • lowtopics#3
    Add 'unofficial-api' to the repository topics

    Why:

    CURRENT
    bing-ai, binggpt, chatgpt, edge, edgegpt, gpt, reverse-engineering
    COPY-PASTE FIX
    bing-ai, binggpt, chatgpt, edge, edgegpt, gpt, reverse-engineering, unofficial-api

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 acheong08/EdgeGPT
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. Google Cloud AI Platform · recommended 1×
  3. Anthropic API · recommended 1×
  4. Microsoft Azure AI · recommended 1×
  5. Azure OpenAI Service · recommended 1×
  • CATEGORY QUERY
    How can I programmatically interact with a popular web-based AI assistant?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Google Cloud AI Platform
    3. Anthropic API
    4. Microsoft Azure AI
    5. Azure OpenAI Service
    6. Azure Cognitive Services
    7. Hugging Face Transformers
    8. Cohere API

    AI recommended 8 alternatives but never named acheong08/EdgeGPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an unofficial API to integrate a leading search engine's AI chat features.
    you: not recommended
    AI recommended (in order):
    1. revChatGPT
    2. PyChatGPT
    3. chatgpt-api
    4. bardapi
    5. BingChat-API

    AI recommended 5 alternatives but never named acheong08/EdgeGPT. 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 acheong08/EdgeGPT?
    pass
    AI named acheong08/EdgeGPT explicitly

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

  • If a team adopts acheong08/EdgeGPT in production, what risks or prerequisites should they evaluate first?
    pass
    AI named acheong08/EdgeGPT 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 acheong08/EdgeGPT solve, and who is the primary audience?
    pass
    AI named acheong08/EdgeGPT explicitly

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

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acheong08/EdgeGPT — 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