RRepoGEO

REPOGEO REPORT · LITE

EmbraceAGI/Awesome-AI-GPTs

Default branch main · commit 320ce6f3 · scanned 6/20/2026, 10:23:07 PM

GitHub: 1,189 stars · 152 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
22 /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
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 EmbraceAGI/Awesome-AI-GPTs, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Clarify README's opening statement to emphasize "awesome list" of "custom OpenAI GPTs"

    Why:

    CURRENT
    欢迎来到 EmbraceAGI GPTs 开源目录，本项目收录了 OpenAI GPTs 的相关资源和有趣玩法，让我们一起因 AI 而强大！
    COPY-PASTE FIX
    Add the following English sentence directly after the main H1 title: 'This is an awesome list and open-source directory dedicated to custom OpenAI GPTs, their resources, and innovative applications, including prompt security and development best practices.'
  • mediumhomepage#2
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    Set the homepage URL to `https://embraceagi.github.io/Awesome-AI-GPTs/` or a dedicated project website if one exists.

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 EmbraceAGI/Awesome-AI-GPTs
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI GPTs
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI GPTs · recommended 1×
  2. Google Cloud Vertex AI Agent Builder · recommended 1×
  3. Microsoft Azure AI Studio / Azure OpenAI Service · recommended 1×
  4. LangChain · recommended 1×
  5. LlamaIndex · recommended 1×
  • CATEGORY QUERY
    Seeking a curated list of powerful custom AI assistants and their capabilities.
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPTs
    2. Google Cloud Vertex AI Agent Builder
    3. Microsoft Azure AI Studio / Azure OpenAI Service
    4. LangChain
    5. LlamaIndex
    6. Hugging Face Agents
    7. Voiceflow

    AI recommended 7 alternatives but never named EmbraceAGI/Awesome-AI-GPTs. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How do I protect my custom AI assistant's prompts from being leaked or exploited?
    you: not recommended
    AI recommended (in order):
    1. OWASP ESAPI
    2. DOMPurify
    3. OpenAI Moderation API
    4. Azure AI Content Safety
    5. Google Cloud's Perspective API
    6. Hugging Face Transformers
    7. Presidio
    8. Faker
    9. AWS Secrets Manager
    10. Azure Key Vault
    11. HashiCorp Vault
    12. Git
    13. nginx
    14. AWS API Gateway
    15. Google Cloud Load Balancing
    16. Splunk
    17. ELK Stack
    18. Lakera Guard
    19. Protect AI (Giskard)

    AI recommended 19 alternatives but never named EmbraceAGI/Awesome-AI-GPTs. 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 EmbraceAGI/Awesome-AI-GPTs?
    pass
    AI did not name EmbraceAGI/Awesome-AI-GPTs — 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 EmbraceAGI/Awesome-AI-GPTs in production, what risks or prerequisites should they evaluate first?
    pass
    AI named EmbraceAGI/Awesome-AI-GPTs 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 EmbraceAGI/Awesome-AI-GPTs solve, and who is the primary audience?
    pass
    AI did not name EmbraceAGI/Awesome-AI-GPTs — 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?

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EmbraceAGI/Awesome-AI-GPTs — 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