RRepoGEO

REPOGEO REPORT · LITE

yaojingang/GEOFlow

Default branch main · commit ae4c4771 · scanned 5/31/2026, 5:27:40 PM

GitHub: 2,402 stars · 548 forks

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 yaojingang/GEOFlow, 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 'GEO' acronym in README

    Why:

    COPY-PASTE FIX
    GEOFlow is an open-source intelligent content engineering and multi-site distribution system specifically designed for **Generative Engine Optimization (GEO)**.
  • highreadme#2
    Reposition README opening for AI content generation and multi-site publishing

    Why:

    COPY-PASTE FIX
    Add a sentence early in the README (e.g., after the initial definition) that explicitly states: "It streamlines **AI content generation, RAG-powered knowledge integration, and multi-site publishing** to boost SEO and content distribution across various platforms like WordPress and custom HTTP APIs."
  • mediumhomepage#3
    Add a homepage URL

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    Provide a URL to a dedicated project homepage or a more detailed documentation site.

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 yaojingang/GEOFlow
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Strapi
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Strapi · recommended 2×
  2. Contentful · recommended 2×
  3. Surfer SEO · recommended 1×
  4. WordPress · recommended 1×
  5. WP Automatic · recommended 1×
  • CATEGORY QUERY
    How can I automate AI content generation and multi-site publishing for SEO optimization?
    you: not recommended
    AI recommended (in order):
    1. Surfer SEO
    2. WordPress
    3. WP Automatic
    4. Wordable
    5. Jasper
    6. Zapier
    7. Webflow
    8. Copy.ai
    9. Strapi
    10. Contentful
    11. Frase.io
    12. AI Writer
    13. Writer.com
    14. Adobe Experience Manager
    15. Sitecore

    AI recommended 15 alternatives but never named yaojingang/GEOFlow. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a content management system with RAG capabilities for multi-platform distribution.
    you: not recommended
    AI recommended (in order):
    1. Strapi
    2. LangChain
    3. LlamaIndex
    4. OpenAI API
    5. Anthropic APIs
    6. Contentful
    7. Sanity.io
    8. Storyblok
    9. Directus
    10. Pinecone
    11. Weaviate
    12. Qdrant

    AI recommended 12 alternatives but never named yaojingang/GEOFlow. 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 yaojingang/GEOFlow?
    pass
    AI named yaojingang/GEOFlow explicitly

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

  • If a team adopts yaojingang/GEOFlow in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yaojingang/GEOFlow 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 yaojingang/GEOFlow solve, and who is the primary audience?
    pass
    AI named yaojingang/GEOFlow 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 yaojingang/GEOFlow. 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/yaojingang/GEOFlow.svg)](https://repogeo.com/en/r/yaojingang/GEOFlow)
HTML
<a href="https://repogeo.com/en/r/yaojingang/GEOFlow"><img src="https://repogeo.com/badge/yaojingang/GEOFlow.svg" alt="RepoGEO" /></a>
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yaojingang/GEOFlow — 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