RRepoGEO

REPOGEO REPORT · LITE

zarazhangrui/follow-builders

Default branch main · commit 886d81dd · scanned 5/22/2026, 11:48:02 PM

GitHub: 4,673 stars · 563 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
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 zarazhangrui/follow-builders, 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
    Reposition the README H1 to specify the product type and delivery mechanism

    Why:

    CURRENT
    # Follow Builders, Not Influencers
    COPY-PASTE FIX
    # AI Builders Digest: Curated Summaries from Top AI Builders via Your Agent
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root containing the text of the MIT License.

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 zarazhangrui/follow-builders
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
The Batch by Andrew Ng
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. The Batch by Andrew Ng · recommended 1×
  2. Import AI by Jack Clark (Anthropic) · recommended 1×
  3. Dense Discovery · recommended 1×
  4. Twitter/X · recommended 1×
  5. Hacker News (Y Combinator) · recommended 1×
  • CATEGORY QUERY
    How can I get daily summaries of what top AI researchers and founders are building?
    you: not recommended
    AI recommended (in order):
    1. The Batch by Andrew Ng
    2. Import AI by Jack Clark (Anthropic)
    3. Dense Discovery
    4. Twitter/X
    5. Hacker News (Y Combinator)
    6. arXiv.org
    7. arXiv Sanity Preserver by Andrej Karpathy
    8. Lex Fridman Podcast
    9. Two Minute Papers

    AI recommended 9 alternatives but never named zarazhangrui/follow-builders. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help me track insights from AI industry leaders on X and podcasts?
    you: not recommended
    AI recommended (in order):
    1. TweetDeck (now X Pro)
    2. Pocket Casts
    3. Overcast
    4. Feedly
    5. Listen Notes
    6. Zapier
    7. IFTTT
    8. Buffer
    9. Hootsuite

    AI recommended 9 alternatives but never named zarazhangrui/follow-builders. 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 zarazhangrui/follow-builders?
    pass
    AI did not name zarazhangrui/follow-builders — 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 zarazhangrui/follow-builders in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zarazhangrui/follow-builders 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 zarazhangrui/follow-builders solve, and who is the primary audience?
    pass
    AI named zarazhangrui/follow-builders explicitly

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

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zarazhangrui/follow-builders — 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