RRepoGEO

REPOGEO REPORT · LITE

shridarpatil/whatomate

Default branch main · commit 9be41f90 · scanned 6/22/2026, 7:14:24 AM

GitHub: 1,293 stars · 300 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
33 /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
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 shridarpatil/whatomate, 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
    Clarify official API usage and platform nature in README intro

    Why:

    CURRENT
    Modern, open-source WhatsApp Business Platform. Single binary app.
    COPY-PASTE FIX
    Whatomate is a modern, open-source WhatsApp Business Platform that integrates directly with Meta's official WhatsApp Cloud API. It's a single binary application, not a WhatsApp Web scraper or a low-level library.
  • mediumtopics#2
    Add 'whatsapp-business-platform', 'customer-engagement-platform', and 'multi-tenant' topics

    Why:

    CURRENT
    whatsapp, whatsapp-api, whatsapp-automation, whatsapp-bot, whatsapp-calling, whatsapp-chat, whatsapp-voice-call, whatsapp-voip
    COPY-PASTE FIX
    whatsapp, whatsapp-api, whatsapp-automation, whatsapp-bot, whatsapp-calling, whatsapp-chat, whatsapp-voice-call, whatsapp-voip, whatsapp-business-platform, customer-engagement-platform, multi-tenant
  • mediumreadme#3
    Add a 'Comparison with Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison with Alternatives

Whatomate provides a comprehensive, multi-tenant WhatsApp Business Platform built on Meta's official Cloud API, distinguishing it from generic chat platforms (like Chatwoot or Typebot) and low-level automation libraries (like open-wa/wa-automate). It offers a unique combination of features including granular roles, bulk campaigns, AI-powered chatbots, and integrated voice calling (IVR, call recording) as a single, self-hostable binary, making it a complete solution for businesses.

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 shridarpatil/whatomate
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
chatwoot/chatwoot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. chatwoot/chatwoot · recommended 1×
  2. typebot/typebot · recommended 1×
  3. botpress/botpress · recommended 1×
  4. Umnico · recommended 1×
  5. open-wa/wa-automate · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source platform to manage WhatsApp business communications and automate chats.
    you: not recommended
    AI recommended (in order):
    1. Chatwoot (chatwoot/chatwoot)
    2. Typebot (typebot/typebot)
    3. Botpress (botpress/botpress)
    4. Umnico
    5. Open-wa/wa-automate (open-wa/wa-automate)

    AI recommended 5 alternatives but never named shridarpatil/whatomate. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good self-hosted solutions for WhatsApp chatbots with AI integration and voice calls?
    you: not recommended
    AI recommended (in order):
    1. Twilio
    2. Rasa
    3. OpenAI's GPT-4
    4. Google's Gemini
    5. Rasa Open Source
    6. Twilio's WhatsApp Business API
    7. Twilio Programmable Voice
    8. Botpress
    9. Node.js
    10. Baileys
    11. Whatsapp-Web.js
    12. Hugging Face Transformers
    13. OpenAI/Google AI
    14. SignalWire
    15. 360dialog
    16. Asterisk
    17. FreeSWITCH

    AI recommended 17 alternatives but never named shridarpatil/whatomate. 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 shridarpatil/whatomate?
    pass
    AI did not name shridarpatil/whatomate — 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 shridarpatil/whatomate in production, what risks or prerequisites should they evaluate first?
    pass
    AI named shridarpatil/whatomate 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 shridarpatil/whatomate solve, and who is the primary audience?
    pass
    AI named shridarpatil/whatomate 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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HTML
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shridarpatil/whatomate — 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