RRepoGEO

REPOGEO REPORT · LITE

askrella/whatsapp-chatgpt

Default branch master · commit a5aad4f5 · scanned 5/27/2026, 12:02:56 AM

GitHub: 3,751 stars · 911 forks

AI VISIBILITY SCORE
22 /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
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 askrella/whatsapp-chatgpt, 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 README opening to emphasize self-hosted, open-source bot

    Why:

    CURRENT
    This project is unmaintained, looking for maintainers!

[](https://opensource.org/licenses/MIT)

This WhatsApp bot uses OpenAI's GPT and DALL-E 2 to respond to user inputs.
    COPY-PASTE FIX
    This open-source, self-hosted WhatsApp bot integrates OpenAI's GPT and DALL-E 2 to provide an AI assistant directly within your chats. (Note: This project is currently unmaintained and looking for new maintainers!)
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected)
    COPY-PASTE FIX
    Create a LICENSE file in the repository root with the MIT License text, as hinted by the existing README link.
  • mediumhomepage#3
    Add the documentation URL to the repository homepage field

    Why:

    COPY-PASTE FIX
    https://askrella.github.io/whatsapp-chatgpt

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 askrella/whatsapp-chatgpt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Twilio
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Twilio · recommended 2×
  2. Node.js · recommended 2×
  3. WhatsApp Business API · recommended 1×
  4. OpenAI API · recommended 1×
  5. DALL-E API · recommended 1×
  • CATEGORY QUERY
    How can I integrate an AI chatbot with DALL-E image generation into WhatsApp?
    you: not recommended
    AI recommended (in order):
    1. WhatsApp Business API
    2. OpenAI API
    3. DALL-E API
    4. GPT-3.5 Turbo API
    5. GPT-4 API
    6. Twilio
    7. MessageBird
    8. Vonage
    9. Python
    10. Flask
    11. Django
    12. Node.js
    13. Express.js
    14. Ngrok

    AI recommended 14 alternatives but never named askrella/whatsapp-chatgpt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Node.js project to build a voice-enabled AI assistant for WhatsApp.
    you: not recommended
    AI recommended (in order):
    1. Twilio
    2. Google Cloud Speech-to-Text API
    3. Dialogflow
    4. Google Cloud Text-to-Speech API
    5. Node.js
    6. AWS Transcribe
    7. AWS Lex
    8. AWS Polly
    9. AssemblyAI
    10. Rasa (RasaHQ/rasa)
    11. OpenAI Whisper API
    12. OpenAI GPT-4
    13. OpenAI GPT-3.5 Turbo
    14. VOSK (alphacep/vosk-api)
    15. Botpress (botpress/botpress)

    AI recommended 15 alternatives but never named askrella/whatsapp-chatgpt. 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 askrella/whatsapp-chatgpt?
    pass
    AI did not name askrella/whatsapp-chatgpt — 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 askrella/whatsapp-chatgpt in production, what risks or prerequisites should they evaluate first?
    pass
    AI named askrella/whatsapp-chatgpt 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 askrella/whatsapp-chatgpt solve, and who is the primary audience?
    pass
    AI did not name askrella/whatsapp-chatgpt — 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?

Embed your GEO score

Drop this badge into the README of askrella/whatsapp-chatgpt. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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askrella/whatsapp-chatgpt — RepoGEO report