RRepoGEO

REPOGEO REPORT · LITE

cloudflare/agentic-inbox

Default branch main · commit 48039bb6 · scanned 5/23/2026, 8:58:12 PM

GitHub: 3,171 stars · 432 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
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 cloudflare/agentic-inbox, 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
    email-client, ai-agent, cloudflare-workers, serverless, self-hosted, inbox-management, email-automation
  • highreadme#2
    Add a clear statement about Agentic Inbox being a deployable application

    Why:

    COPY-PASTE FIX
    Agentic Inbox is a complete, deployable email client application, not just a framework or API. It provides a modern web interface for sending, receiving, and managing emails, all powered by your own Cloudflare account.
  • mediumreadme#3
    Add explicit text to the 'Deploy to Cloudflare' button link

    Why:

    CURRENT
    [](https://deploy.workers.cloudflare.com/?url=https://github.com/cloudflare/agentic-inbox)
    COPY-PASTE FIX
    [Deploy to Cloudflare](https://deploy.workers.cloudflare.com/?url=https://github.com/cloudflare/agentic-inbox)

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 cloudflare/agentic-inbox
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. LangChain · recommended 1×
  3. Microsoft Graph API · recommended 1×
  4. Gmail API · recommended 1×
  5. Zapier · recommended 1×
  • CATEGORY QUERY
    How to build an AI-powered email assistant for managing my inbox?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. LangChain
    3. Microsoft Graph API
    4. Gmail API
    5. Zapier
    6. Make
    7. Python
    8. requests
    9. smtplib
    10. imaplib
    11. exchangelib
    12. Faiss
    13. Pinecone
    14. Weaviate

    AI recommended 14 alternatives but never named cloudflare/agentic-inbox. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a serverless solution to self-host an email client with AI features.
    you: not recommended
    AI recommended (in order):
    1. AWS Lambda
    2. Amazon SES
    3. Amazon Comprehend
    4. Amazon SageMaker
    5. Amazon DynamoDB
    6. Aurora Serverless
    7. AWS Amplify
    8. API Gateway
    9. Google Cloud Functions
    10. SendGrid
    11. Mailgun
    12. Google Cloud Natural Language API
    13. Google Cloud AI Platform (Vertex AI)
    14. Firestore
    15. Cloud SQL (Serverless)
    16. Firebase Hosting
    17. Cloud Endpoints
    18. Azure Functions
    19. Azure Communication Services
    20. Azure Cognitive Services
    21. Azure Machine Learning
    22. Azure Cosmos DB
    23. Azure SQL Database (Serverless)
    24. Azure API Management
    25. Azure Static Web Apps
    26. Vercel Functions
    27. Netlify Functions
    28. Resend
    29. OpenAI API
    30. Hugging Face Inference API
    31. Upstash (Redis/Kafka Serverless)
    32. PlanetScale (MySQL Serverless)
    33. Cloudflare Workers
    34. MailChannels
    35. Cloudflare D1 (SQLite Serverless)
    36. Cloudflare KV

    AI recommended 36 alternatives but never named cloudflare/agentic-inbox. 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 cloudflare/agentic-inbox?
    pass
    AI named cloudflare/agentic-inbox explicitly

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

  • If a team adopts cloudflare/agentic-inbox in production, what risks or prerequisites should they evaluate first?
    pass
    AI named cloudflare/agentic-inbox 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 cloudflare/agentic-inbox solve, and who is the primary audience?
    pass
    AI named cloudflare/agentic-inbox 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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cloudflare/agentic-inbox — RepoGEO report