RRepoGEO

REPOGEO REPORT · LITE

open-wa/wa-automate-nodejs

Default branch master · commit 66a02108 · scanned 6/24/2026, 7:47:06 AM

GitHub: 3,622 stars · 711 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
40 /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
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 open-wa/wa-automate-nodejs, 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
  • highabout#1
    Update the repository description to clarify its unofficial WhatsApp Web automation focus

    Why:

    CURRENT
    💬 🤖 The most reliable tool for chatbots with advanced features. Be sure to 🌟 this repository for updates!
    COPY-PASTE FIX
    💬 🤖 Unofficial Node.js toolkit for reliable WhatsApp Web automation, turning any WhatsApp account into an API, bot runtime, or webhook bridge for chatbots and AI agents.
  • mediumtopics#2
    Add more specific topics related to WhatsApp and automation

    Why:

    CURRENT
    api, chatbots, framework, nodejs, typescript
    COPY-PASTE FIX
    api, chatbots, framework, nodejs, typescript, whatsapp, whatsapp-bot, whatsapp-api, automation, web-automation
  • mediumreadme#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add a section or line in the README, for example: 'This project is distributed under the terms specified in the [LICENSE file](./LICENSE).'

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 open-wa/wa-automate-nodejs
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Slack API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Slack API · recommended 1×
  2. Discord API · recommended 1×
  3. Telegram Bot API · recommended 1×
  4. WhatsApp Business API · recommended 1×
  5. Microsoft Graph API · recommended 1×
  • CATEGORY QUERY
    How can I programmatically send and receive messages from a chat application?
    you: not recommended
    AI recommended (in order):
    1. Slack API
    2. Discord API
    3. Telegram Bot API
    4. WhatsApp Business API
    5. Microsoft Graph API
    6. Twilio Programmable Messaging API
    7. Matrix Client-Server API

    AI recommended 7 alternatives but never named open-wa/wa-automate-nodejs. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are reliable Node.js frameworks for building automated chat assistant applications?
    you: not recommended
    AI recommended (in order):
    1. Botpress (botpress/botpress)
    2. Rasa (RasaHQ/rasa)
    3. Dialogflow
    4. Microsoft Bot Framework (microsoft/botframework-sdk)
    5. LUIS
    6. Express.js (expressjs/express)
    7. natural (NaturalNode/natural)
    8. compromise (spencermountain/compromise)
    9. messenger-bot (remixz/messenger-bot)
    10. telegraf (telegraf/telegraf)
    11. NestJS (nestjs/nest)

    AI recommended 11 alternatives but never named open-wa/wa-automate-nodejs. 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 open-wa/wa-automate-nodejs?
    pass
    AI named open-wa/wa-automate-nodejs explicitly

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

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

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

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open-wa/wa-automate-nodejs — 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