RRepoGEO

REPOGEO REPORT · LITE

open-wa/wa-automate-nodejs

Default branch master · commit 0c394444 · scanned 5/13/2026, 8:52:36 PM

GitHub: 3,454 stars · 670 forks

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 repository description to be WhatsApp-specific

    Why:

    CURRENT
    💬 🤖 The most reliable tool for chatbots with advanced features. Be sure to 🌟 this repository for updates!
    COPY-PASTE FIX
    💬 🤖 The most reliable Node.js tool for WhatsApp chatbots, automation, and turning a WhatsApp account into an API. Be sure to 🌟 this repository for updates!
  • mediumtopics#2
    Add more specific WhatsApp and automation topics

    Why:

    CURRENT
    api, chatbots, framework, nodejs, typescript
    COPY-PASTE FIX
    api, chatbots, framework, nodejs, typescript, whatsapp, whatsapp-api, whatsapp-bot, automation, messaging
  • mediumreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a section to the README, perhaps under 'Support' or 'What this is', stating: 'This project's licensing details are provided in the [LICENSE file](./LICENSE). Please review it for specific terms and conditions.'

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
Botpress
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Botpress · recommended 1×
  2. Microsoft Bot Framework · recommended 1×
  3. Botkit · recommended 1×
  4. Dialogflow · recommended 1×
  5. Telegraf · recommended 1×
  • CATEGORY QUERY
    How to build reliable chatbots for a popular messaging platform using Node.js?
    you: not recommended
    AI recommended (in order):
    1. Botpress
    2. Microsoft Bot Framework
    3. Botkit
    4. Dialogflow
    5. Telegraf
    6. Messenger Platform SDK for Node.js
    7. Express.js

    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 the best Node.js libraries to automate a chat account and integrate AI?
    you: not recommended
    AI recommended (in order):
    1. whatsapp-web.js
    2. discord.js
    3. node-telegram-bot-api
    4. OpenAI Node.js Library
    5. LangChain.js
    6. Transformers.js

    AI recommended 6 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?

Embed your GEO score

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

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/open-wa/wa-automate-nodejs.svg)](https://repogeo.com/en/r/open-wa/wa-automate-nodejs)
HTML
<a href="https://repogeo.com/en/r/open-wa/wa-automate-nodejs"><img src="https://repogeo.com/badge/open-wa/wa-automate-nodejs.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

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