RRepoGEO

REPOGEO REPORT · LITE

elyase/awesome-gpt3

Default branch main · commit 90a82d38 · scanned 5/15/2026, 10:42:57 PM

GitHub: 4,538 stars · 349 forks

AI VISIBILITY SCORE
23 /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
2 / 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 elyase/awesome-gpt3, 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 'About' description for the repository

    Why:

    COPY-PASTE FIX
    A curated collection of demos, articles, and resources showcasing applications and experiments with the OpenAI GPT-3 API.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    awesome-list, gpt3, openai, artificial-intelligence, natural-language-processing, code-generation, web-design-ai, text-generation, ai-demos
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root, for example, with the MIT License text, to clearly state the terms of use.

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 elyase/awesome-gpt3
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 2×
  2. GitHub Copilot · recommended 1×
  3. Amazon CodeWhisperer · recommended 1×
  4. Google Gemini · recommended 1×
  5. Tabnine · recommended 1×
  • CATEGORY QUERY
    What AI tools can generate programming code from natural language descriptions?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Amazon CodeWhisperer
    3. Google Gemini
    4. ChatGPT
    5. Tabnine
    6. Replit Ghostwriter

    AI recommended 6 alternatives but never named elyase/awesome-gpt3. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I use AI to design web layouts or app interfaces from text prompts?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Uizard
    3. Framer AI
    4. Galileo AI
    5. Locofy.ai
    6. ChatGPT
    7. GPT-4
    8. DALL-E 3
    9. ChatGPT Plus

    AI recommended 9 alternatives but never named elyase/awesome-gpt3. 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 elyase/awesome-gpt3?
    pass
    AI named elyase/awesome-gpt3 explicitly

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

  • If a team adopts elyase/awesome-gpt3 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named elyase/awesome-gpt3 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 elyase/awesome-gpt3 solve, and who is the primary audience?
    pass
    AI did not name elyase/awesome-gpt3 — 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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elyase/awesome-gpt3 — 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