RRepoGEO

REPOGEO REPORT · LITE

m1heng/claude-plugin-weixin

Default branch main · commit d870a097 · scanned 6/1/2026, 12:48:12 PM

GitHub: 560 stars · 36 forks

AI VISIBILITY SCORE
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 m1heng/claude-plugin-weixin, 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
    Add a concise description to the repository's About section

    Why:

    COPY-PASTE FIX
    WeChat (微信) channel plugin for Claude Code. Receive and reply to WeChat messages directly in your terminal using the WeChat iLink Bot API.
  • hightopics#2
    Add specific topics to the repository

    Why:

    COPY-PASTE FIX
    claude-code, claude-plugin, wechat, weixin, terminal-ai, ai-assistant, messaging, chat-bot, bun
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root containing the text of the MIT 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 m1heng/claude-plugin-weixin
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Telegram Bot API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Telegram Bot API · recommended 1×
  2. python-telegram-bot · recommended 1×
  3. Discord.py · recommended 1×
  4. discord.js · recommended 1×
  5. Slack API · recommended 1×
  • CATEGORY QUERY
    How can I get messages from a popular chat app into my terminal AI assistant?
    you: not recommended
    AI recommended (in order):
    1. Telegram Bot API
    2. python-telegram-bot
    3. Discord.py
    4. discord.js
    5. Slack API
    6. slack_sdk
    7. WhatsApp Business Platform API
    8. Twilio
    9. MessageBird
    10. Microsoft Teams API
    11. Microsoft Graph API
    12. microsoft-graph-sdk-python
    13. Matrix
    14. Synapse
    15. Element
    16. matrix-nio
    17. Signal
    18. signal-cli
    19. libsignal-protocol-java

    AI recommended 19 alternatives but never named m1heng/claude-plugin-weixin. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Find a way to manage a messaging service from a developer terminal with Bun runtime.
    you: not recommended
    AI recommended (in order):
    1. yargs (yargs/yargs)
    2. commander.js (tj/commander.js)
    3. amqplib (squaremo/amqplib)
    4. RabbitMQ (rabbitmq/rabbitmq-server)
    5. kafka-node (SOHU-Co/kafka-node)
    6. kafkajs (tulios/kafkajs)
    7. Apache Kafka (apache/kafka)
    8. AWS CLI (aws/aws-cli)
    9. AWS SQS
    10. AWS SNS
    11. AWS Kinesis
    12. Azure CLI (Azure/azure-cli)
    13. Azure Service Bus
    14. Azure Event Hubs
    15. Google Cloud SDK (GoogleCloudPlatform/cloud-sdk)
    16. Google Cloud Pub/Sub
    17. redis (redis/node-redis)
    18. Redis (redis/redis)
    19. mqtt (mqttjs/MQTT.js)
    20. Mosquitto (eclipse/mosquitto)
    21. HiveMQ
    22. EMQX (emqx/emqx)

    AI recommended 22 alternatives but never named m1heng/claude-plugin-weixin. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 m1heng/claude-plugin-weixin?
    pass
    AI did not name m1heng/claude-plugin-weixin — 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 m1heng/claude-plugin-weixin in production, what risks or prerequisites should they evaluate first?
    pass
    AI named m1heng/claude-plugin-weixin 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 m1heng/claude-plugin-weixin solve, and who is the primary audience?
    pass
    AI did not name m1heng/claude-plugin-weixin — 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

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m1heng/claude-plugin-weixin — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
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