RRepoGEO

REPOGEO REPORT · LITE

IliasHad/edit-mind

Default branch main · commit c52b7d27 · scanned 5/15/2026, 11:17:29 AM

GitHub: 1,366 stars · 99 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 IliasHad/edit-mind, 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
    Clarify the 'mind' in 'Edit Mind' and reinforce 'video' in the opening

    Why:

    CURRENT
    ### Edit Mind: Local Video Knowledge Base

Edit Mind lets you index your videos **(including transcription, frame analysis, and multi-model embedding)**, and you can search your videos (or specific video scenes) using natural language.
    COPY-PASTE FIX
    ### Edit Mind: Your Local Video Knowledge Base for AI-Powered Video Analysis

Edit Mind is a local-first application designed as your 'second brain' for video content. It allows you to index your videos (with transcription, frame analysis, and multi-model embedding) and search specific video scenes using natural language. This is a tool for video professionals and enthusiasts, *not* a mind map editor.
  • hightopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    ai, computer-vision, deepface, face-recognition, ml, self-hosted, video-editing, video-indexing, video-processing, videos
    COPY-PASTE FIX
    ai, computer-vision, deepface, face-recognition, ml, self-hosted, video-editing, video-indexing, video-processing, videos, semantic-search, knowledge-base, video-library, local-first, multimodal-ai
  • mediumlicense#3
    Add a clear statement about the project's license to the README

    Why:

    COPY-PASTE FIX
    ## License

This project is licensed under [insert specific license name(s) here, e.g., 'a custom license combining MIT and Apache-2.0 terms']. Please see the [LICENSE](LICENSE) file for full details.

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 IliasHad/edit-mind
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
openai/whisper
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. openai/whisper · recommended 1×
  2. facebookresearch/faiss · recommended 1×
  3. UKPLab/sentence-transformers · recommended 1×
  4. DeepMotion · recommended 1×
  5. chroma-core/chroma · recommended 1×
  • CATEGORY QUERY
    How can I semantically search my local video library using natural language queries?
    you: not recommended
    AI recommended (in order):
    1. Whisper (openai/whisper)
    2. FAISS (facebookresearch/faiss)
    3. Sentence-Transformers (UKPLab/sentence-transformers)
    4. DeepMotion
    5. Chroma (chroma-core/chroma)
    6. Weaviate (weaviate/weaviate)
    7. Vosk (alphacep/vosk-api)
    8. Annoy (spotify/annoy)
    9. spaCy (explosion/spaCy)
    10. Google Cloud Video AI
    11. Azure Video Indexer
    12. Elasticsearch (elastic/elasticsearch)

    AI recommended 12 alternatives but never named IliasHad/edit-mind. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What self-hosted solution analyzes video content with AI for objects, faces, and speech?
    you: not recommended
    AI recommended (in order):
    1. DeepStack
    2. Frigate
    3. OpenCV AI Kit (OAK) with DepthAI
    4. Shinobi Community Edition
    5. You Only Look Once (YOLO)
    6. OpenCV
    7. face_recognition
    8. insightface
    9. Whisper
    10. Mozilla DeepSpeech

    AI recommended 10 alternatives but never named IliasHad/edit-mind. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 IliasHad/edit-mind?
    pass
    AI named IliasHad/edit-mind explicitly

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

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

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

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IliasHad/edit-mind — 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