RRepoGEO

REPOGEO REPORT · LITE

omarcusdev/zap-gpt-free

Default branch main · commit 9f1c9e5c · scanned 6/2/2026, 9:43:06 AM

GitHub: 588 stars · 235 forks

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 omarcusdev/zap-gpt-free, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    whatsapp, chatgpt, ai-assistant, chatbot, llm, generative-ai, whatsapp-bot, python
  • highreadme#2
    Strengthen the README's opening paragraph to clearly state the project's identity

    Why:

    CURRENT
    Este projeto explora a integração do ChatGPT com o WhatsApp, transformando o chatbot em um assistente virtual capaz de realizar tarefas como falar com amigos, responder a perguntas de clientes, e muito mais, com um toque de humanização nas conversas.
    COPY-PASTE FIX
    **Zap-GPT is an open-source project that integrates ChatGPT or Gemini directly with WhatsApp**, enabling you to create a personalized AI virtual assistant. This tool transforms your WhatsApp into a humanized chatbot capable of tasks like interacting with friends or automating customer responses.
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://www.instagram.com/omarcusdev/

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 omarcusdev/zap-gpt-free
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
WhatsApp Business Platform API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. WhatsApp Business Platform API · recommended 1×
  2. Twilio for WhatsApp Business API · recommended 1×
  3. MessageBird for WhatsApp Business API · recommended 1×
  4. Vonage (formerly Nexmo) for WhatsApp Business API · recommended 1×
  5. 360dialog for WhatsApp Business API · recommended 1×
  • CATEGORY QUERY
    How to integrate a conversational AI assistant with WhatsApp for automated messaging?
    you: not recommended
    AI recommended (in order):
    1. WhatsApp Business Platform API
    2. Twilio for WhatsApp Business API
    3. MessageBird for WhatsApp Business API
    4. Vonage (formerly Nexmo) for WhatsApp Business API
    5. 360dialog for WhatsApp Business API
    6. Gupshup for WhatsApp Business API
    7. Infobip for WhatsApp Business API
    8. Google Dialogflow
    9. Rasa
    10. Microsoft Bot Framework

    AI recommended 10 alternatives but never named omarcusdev/zap-gpt-free. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the options for building a humanized chatbot on WhatsApp using large language models?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT-4
    2. GPT-3.5 Turbo
    3. Twilio
    4. Anthropic Claude 3
    5. MessageBird
    6. Google Gemini
    7. 360dialog
    8. Meta Llama 3
    9. Vonage
    10. Cohere Command R+
    11. Infobip
    12. Hugging Face
    13. Gupshup

    AI recommended 13 alternatives but never named omarcusdev/zap-gpt-free. 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 omarcusdev/zap-gpt-free?
    pass
    AI named omarcusdev/zap-gpt-free explicitly

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

  • If a team adopts omarcusdev/zap-gpt-free in production, what risks or prerequisites should they evaluate first?
    pass
    AI named omarcusdev/zap-gpt-free 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 omarcusdev/zap-gpt-free solve, and who is the primary audience?
    pass
    AI named omarcusdev/zap-gpt-free 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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omarcusdev/zap-gpt-free — 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