RRepoGEO

REPOGEO REPORT · LITE

RecapAI/Recap

Default branch main · commit 6d3ccf59 · scanned 6/8/2026, 2:27:18 AM

GitHub: 709 stars · 38 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 RecapAI/Recap, 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 category and core value

    Why:

    CURRENT
    # Recap
    COPY-PASTE FIX
    # Recap: Open-Source, Privacy-First macOS App for Local AI Meeting Summaries
  • hightopics#2
    Add more specific topics for better categorization

    Why:

    CURRENT
    core-audio, openrouter, summarization, swift, whisper, whisper-cpp
    COPY-PASTE FIX
    core-audio, openrouter, summarization, swift, whisper, whisper-cpp, macos-app, meeting-summary, local-ai, privacy-first
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add the project's official homepage URL (e.g., `https://recap.ai` or a dedicated project page) to the repository settings.

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 RecapAI/Recap
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
MacWhisper
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. MacWhisper · recommended 2×
  2. Whisper · recommended 1×
  3. Hugging Face Transformers Library · recommended 1×
  4. GPT4All · recommended 1×
  5. Llama.cpp · recommended 1×
  • CATEGORY QUERY
    How can I get AI meeting summaries without sending my audio to cloud servers?
    you: not recommended
    AI recommended (in order):
    1. Whisper
    2. Hugging Face Transformers Library
    3. GPT4All
    4. Llama.cpp
    5. MacWhisper
    6. LM Studio
    7. Ollama
    8. Mozilla DeepSpeech
    9. NVIDIA Riva

    AI recommended 9 alternatives but never named RecapAI/Recap. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source macOS app provides local AI transcription and meeting summarization?
    you: not recommended
    AI recommended (in order):
    1. Whisper Desktop
    2. MacWhisper
    3. Buzz
    4. Open-Interpreter
    5. Vosk Speech Recognition Toolkit

    AI recommended 5 alternatives but never named RecapAI/Recap. 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 RecapAI/Recap?
    pass
    AI did not name RecapAI/Recap — 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 RecapAI/Recap in production, what risks or prerequisites should they evaluate first?
    pass
    AI named RecapAI/Recap 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 RecapAI/Recap solve, and who is the primary audience?
    pass
    AI named RecapAI/Recap explicitly

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

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RecapAI/Recap — 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