RRepoGEO

REPOGEO REPORT · LITE

lipiji/AIStartups

Default branch master · commit 45316ed8 · scanned 6/13/2026, 1:37:47 PM

GitHub: 597 stars · 132 forks

AI VISIBILITY SCORE
30 /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
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 lipiji/AIStartups, 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
    artificial-intelligence, ai-startups, machine-learning, deep-learning, computer-vision, natural-language-processing, startup-list, curated-list, china-ai
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with the content of a common open-source license, such as MIT License.
  • mediumabout#3
    Clarify the repository's 'About' description

    Why:

    CURRENT
    Startups about artificial intelligence. (DM, ML, NLP, CV...)
    COPY-PASTE FIX
    A curated list of artificial intelligence startups and teams, including details on their specializations (DM, ML, NLP, CV, etc.).

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 lipiji/AIStartups
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
CB Insights
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. CB Insights · recommended 1×
  2. Crunchbase · recommended 1×
  3. Tracxn · recommended 1×
  4. Gartner Hype Cycle for Artificial Intelligence · recommended 1×
  5. AI Multiple (AIMultiple) · recommended 1×
  • CATEGORY QUERY
    Where can I find a curated list of emerging artificial intelligence companies and their specializations?
    you: not recommended
    AI recommended (in order):
    1. CB Insights
    2. Crunchbase
    3. Tracxn
    4. Gartner Hype Cycle for Artificial Intelligence
    5. AI Multiple (AIMultiple)
    6. Forbes AI 50
    7. Andreessen Horowitz
    8. Sequoia Capital
    9. Accel

    AI recommended 9 alternatives but never named lipiji/AIStartups. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the top AI service providers for advanced computer vision and natural language processing?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud AI Platform
    2. Amazon Web Services (AWS) AI/ML
    3. Microsoft Azure AI
    4. OpenAI
    5. IBM Watson
    6. Hugging Face

    AI recommended 6 alternatives but never named lipiji/AIStartups. 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 lipiji/AIStartups?
    pass
    AI named lipiji/AIStartups explicitly

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

  • If a team adopts lipiji/AIStartups in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lipiji/AIStartups 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 lipiji/AIStartups solve, and who is the primary audience?
    pass
    AI named lipiji/AIStartups 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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lipiji/AIStartups — 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