RRepoGEO

REPOGEO REPORT · LITE

IliasHad/edit-mind

Default branch main · commit 09f4552f · scanned 6/26/2026, 3:12:11 AM

GitHub: 1,704 stars · 116 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 project identity in README's opening sentence

    Why:

    CURRENT
    ### Edit Mind: Local Video Knowledge Base

Edit Mind lets you index your videos...
    COPY-PASTE FIX
    ### Edit Mind: Local Video Knowledge Base

Edit Mind is a local-first video knowledge base, *not a mind-mapping tool*, that lets you index your videos...
  • mediumreadme#2
    Emphasize 'personal video knowledge base' and 'semantic search' in README intro

    Why:

    CURRENT
    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 is a local-first video knowledge base, *not a mind-mapping tool*, that lets you index your videos **(including transcription, frame analysis, and multi-model embedding)**. It's designed to be your personal video knowledge base, leveraging AI for deep analysis and semantic search, allowing you to search your videos (or specific video scenes) using natural language.
  • lowreadme#3
    Add a clear license statement to the README

    Why:

    COPY-PASTE FIX
    ## License

This project is licensed under the terms described in the included LICENSE file. Please refer to that file for full details on the applicable license(s).

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. Pinecone · recommended 1×
  4. UKPLab/sentence-transformers · recommended 1×
  5. streamlit/streamlit · recommended 1×
  • CATEGORY QUERY
    How to build a personal video knowledge base with AI analysis for semantic search?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Whisper (openai/whisper)
    2. FAISS (facebookresearch/faiss)
    3. Pinecone
    4. Sentence-Transformers (UKPLab/sentence-transformers)
    5. Streamlit (streamlit/streamlit)
    6. Gradio (gradio-app/gradio)
    7. Deepgram
    8. Weaviate (weaviate/weaviate)
    9. React (facebook/react)
    10. Vue.js (vuejs/core)
    11. Flask (pallets/flask)
    12. Django (django/django)
    13. AssemblyAI
    14. Qdrant (qdrant/qdrant)
    15. Google Cloud Video AI
    16. Google Cloud Search
    17. AWS Rekognition Video
    18. AWS Kendra
    19. Veed.io
    20. macOS Spotlight
    21. Windows Search

    AI recommended 21 alternatives but never named IliasHad/edit-mind. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Self-hosted solution for indexing video content, including face and object recognition?
    you: not recommended
    AI recommended (in order):
    1. DeepStack
    2. Frigate
    3. Shinobi Community Edition
    4. Blue Iris
    5. CodeProject.AI Server
    6. OpenCV
    7. MediaPipe

    AI recommended 7 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