RRepoGEO

REPOGEO REPORT · LITE

Ryandonofrio3/osgrep

Default branch main · commit 9f2faf7e · scanned 6/18/2026, 2:37:12 PM

GitHub: 1,142 stars · 67 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
35 /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
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 Ryandonofrio3/osgrep, 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 the README H1 to specify its core purpose

    Why:

    CURRENT
    <h1>osgrep</h1>
    COPY-PASTE FIX
    <h1>osgrep: Local Semantic Code Search for AI Agents</h1>
  • mediumtopics#2
    Add more specific topics to highlight AI agent and semantic code search

    Why:

    CURRENT
    colbert, embeddings, grep, grep-search
    COPY-PASTE FIX
    ai-agent, semantic-search, code-search, local-ai, llm-tools, developer-tools, colbert, embeddings, grep, grep-search
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://deepwiki.com/Ryandonofrio3/osgrep

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 Ryandonofrio3/osgrep
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot Chat
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot Chat · recommended 1×
  2. Sourcegraph · recommended 1×
  3. OpenGrok · recommended 1×
  4. Chroma · recommended 1×
  5. LanceDB · recommended 1×
  • CATEGORY QUERY
    How can I semantically search my codebase for concepts instead of exact strings?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Chat
    2. Sourcegraph
    3. OpenGrok

    AI recommended 3 alternatives but never named Ryandonofrio3/osgrep. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tool provides local, private semantic code search for my AI development agent?
    you: not recommended
    AI recommended (in order):
    1. Chroma
    2. LanceDB
    3. FAISS
    4. Weaviate Embedded
    5. Qdrant

    AI recommended 5 alternatives but never named Ryandonofrio3/osgrep. 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 Ryandonofrio3/osgrep?
    pass
    AI named Ryandonofrio3/osgrep explicitly

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

  • If a team adopts Ryandonofrio3/osgrep in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Ryandonofrio3/osgrep 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 Ryandonofrio3/osgrep solve, and who is the primary audience?
    pass
    AI named Ryandonofrio3/osgrep explicitly

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

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Ryandonofrio3/osgrep — 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