RRepoGEO

REPOGEO REPORT · LITE

BIT-DataLab/Edit-Banana

Default branch main · commit 2f456e28 · scanned 5/27/2026, 10:23:07 AM

GitHub: 5,241 stars · 353 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 BIT-DataLab/Edit-Banana, 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 README opening to clarify conversion focus

    Why:

    CURRENT
    Break free from static formats. Our platform empowers you to transform fixed content into fully manipulatable assets. Powered by SAM 3 and multimodal large models, it enables high-fidelity reconstruction that preserves the original diagram details and logical relationships.
    COPY-PASTE FIX
    Break free from static images and uneditable content. Edit Banana is a powerful framework that transforms static image-based diagrams, charts, and figures into fully manipulatable, editable drawing formats like DrawIO (XML). Powered by SAM 3 and multimodal large models, it enables high-fidelity reconstruction that preserves original details and logical relationships, making the uneditable, editable.
  • mediumtopics#2
    Add specific conversion and diagram topics

    Why:

    CURRENT
    ai, data, figure, llm, nanobanana, open-source, python, pythonprogramming
    COPY-PASTE FIX
    ai, data, figure, llm, nanobanana, open-source, python, pythonprogramming, diagram, chart, vectorization, image-to-diagram, conversion, drawio, xml
  • lowabout#3
    Broaden the repository description

    Why:

    CURRENT
    Edit Banana: A framework for converting statistical formats into editable.
    COPY-PASTE FIX
    Edit Banana: A framework for converting static image-based diagrams and figures into editable drawing formats like DrawIO (XML).

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 BIT-DataLab/Edit-Banana
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Adobe Illustrator
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Illustrator · recommended 1×
  2. inkscape/inkscape · recommended 1×
  3. Vectr.com · recommended 1×
  4. Vector Magic · recommended 1×
  5. Microsoft Visio · recommended 1×
  • CATEGORY QUERY
    How to convert static image-based diagrams and charts into editable drawing formats?
    you: not recommended
    AI recommended (in order):
    1. Adobe Illustrator
    2. Inkscape (inkscape/inkscape)
    3. Vectr.com
    4. Vector Magic
    5. Microsoft Visio
    6. ABBYY FineReader
    7. OmniPage
    8. draw.io (jgraph/drawio)
    9. Lucidchart

    AI recommended 9 alternatives but never named BIT-DataLab/Edit-Banana. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Python tool to transform uneditable figures from images into structured, editable diagram files?
    you: not recommended
    AI recommended (in order):
    1. Excalidraw
    2. Mermaid.js
    3. PlantUML
    4. Graphviz
    5. Pillow
    6. OpenCV
    7. Tesseract
    8. pytesseract
    9. Google Cloud Vision
    10. AWS Rekognition
    11. Diagrams.net (draw.io)
    12. Scikit-image
    13. TensorFlow
    14. PyTorch

    AI recommended 14 alternatives but never named BIT-DataLab/Edit-Banana. 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 BIT-DataLab/Edit-Banana?
    pass
    AI named BIT-DataLab/Edit-Banana explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite