RRepoGEO

REPOGEO REPORT · LITE

liyedanpdx/reddit-ai-trends

Default branch main · commit a32b3235 · scanned 6/4/2026, 3:42:04 PM

GitHub: 840 stars · 81 forks

AI VISIBILITY SCORE
28 /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
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 liyedanpdx/reddit-ai-trends, 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
    Reposition README opening to clarify tool type and audience

    Why:

    CURRENT
    Automatically generate trend reports from AI-related Reddit communities, supporting both English and Chinese languages. Stay up-to-date with the latest developments in the AI field through daily reports.
    COPY-PASTE FIX
    This open-source tool automatically generates comprehensive AI trend reports from Reddit communities, supporting both English and Chinese languages. Designed for AI researchers, data scientists, and industry analysts, it helps you stay up-to-date with the latest developments in the AI field through daily, detailed reports.
  • hightopics#2
    Add more specific topics for social media analysis and reporting

    Why:

    CURRENT
    ai, deepseek-r1, ranking, reports, trend
    COPY-PASTE FIX
    ai, deepseek-r1, ranking, reports, trend, reddit-api, social-media-analysis, trend-analysis, llm-applications, natural-language-processing
  • mediumhomepage#3
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    https://github.com/liyedanpdx/reddit-ai-trends/

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 liyedanpdx/reddit-ai-trends
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Zapier
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Zapier · recommended 1×
  2. OpenAI · recommended 1×
  3. Reddit API/RSS · recommended 1×
  4. Make · recommended 1×
  5. Browse AI · recommended 1×
  • CATEGORY QUERY
    Tool to automatically track and summarize trending AI topics from Reddit daily?
    you: not recommended
    AI recommended (in order):
    1. Zapier
    2. OpenAI
    3. Reddit API/RSS
    4. Make
    5. Browse AI
    6. Axiom.ai
    7. PRAW
    8. cron
    9. Windows Task Scheduler
    10. AWS Lambda
    11. Google Cloud Functions
    12. Mention
    13. Brandwatch
    14. Sprinklr

    AI recommended 14 alternatives but never named liyedanpdx/reddit-ai-trends. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to get comprehensive AI trend analysis and reports in English and Chinese?
    you: not recommended
    AI recommended (in order):
    1. Gartner
    2. IDC (International Data Corporation)
    3. CB Insights
    4. McKinsey & Company
    5. Tencent Research Institute (腾讯研究院)
    6. Baidu Research (百度研究院)
    7. Center for Security and Emerging Technology (CSET)

    AI recommended 7 alternatives but never named liyedanpdx/reddit-ai-trends. 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 liyedanpdx/reddit-ai-trends?
    pass
    AI did not name liyedanpdx/reddit-ai-trends — 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 liyedanpdx/reddit-ai-trends in production, what risks or prerequisites should they evaluate first?
    pass
    AI named liyedanpdx/reddit-ai-trends 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 liyedanpdx/reddit-ai-trends solve, and who is the primary audience?
    pass
    AI named liyedanpdx/reddit-ai-trends 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 liyedanpdx/reddit-ai-trends. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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liyedanpdx/reddit-ai-trends — 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