RRepoGEO

REPOGEO REPORT · LITE

Tencent/LightDiffusionFlow

Default branch master · commit 53b8ea08 · scanned 6/10/2026, 2:11:38 AM

GitHub: 827 stars · 46 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
27 /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
1 / 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 Tencent/LightDiffusionFlow, 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's opening sentence to clarify its core function as an AUTOMATIC1111 extension

    Why:

    CURRENT
    This extension is developed for AUTOMATIC1111's Stable Diffusion web UI that provides import/export options for parameters.
    COPY-PASTE FIX
    LightDiffusionFlow is an essential **extension for AUTOMATIC1111's Stable Diffusion web UI**, empowering users to effortlessly **save, share, and restore all generation parameters and workflow configurations**.
  • mediumabout#2
    Refine the GitHub repository description for better problem-solution framing

    Why:

    CURRENT
    This extension is developed for AUTOMATIC1111's Stable Diffusion web UI that provides import/export options for parameters.
    COPY-PASTE FIX
    An essential extension for AUTOMATIC1111's Stable Diffusion web UI, enabling users to easily import, export, save, and share all generation parameters and workflow configurations.
  • mediumlicense#3
    Add a clear statement about the license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project is licensed under [Specify License Name(s) here, e.g., 'a custom license based on Apache 2.0 and MIT components']. 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 Tencent/LightDiffusionFlow
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Automatic1111 Web UI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Automatic1111 Web UI · recommended 2×
  2. InvokeAI · recommended 1×
  3. ComfyUI · recommended 1×
  4. SD.Next (Forge) · recommended 1×
  5. Notepad · recommended 1×
  • CATEGORY QUERY
    How can I easily save and restore my Stable Diffusion UI settings for later use?
    you: not recommended
    AI recommended (in order):
    1. Automatic1111 Web UI
    2. InvokeAI
    3. ComfyUI
    4. SD.Next (Forge)
    5. Notepad
    6. VS Code
    7. Google Docs

    AI recommended 7 alternatives but never named Tencent/LightDiffusionFlow. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help share Stable Diffusion generation parameters and workflow configurations with others?
    you: not recommended
    AI recommended (in order):
    1. Civitai
    2. Automatic1111 Web UI
    3. ComfyUI Manager
    4. Hugging Face Spaces
    5. Gradio
    6. GitHub Gist
    7. Pastebin

    AI recommended 7 alternatives but never named Tencent/LightDiffusionFlow. 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 Tencent/LightDiffusionFlow?
    pass
    AI did not name Tencent/LightDiffusionFlow — 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 Tencent/LightDiffusionFlow in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Tencent/LightDiffusionFlow 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 Tencent/LightDiffusionFlow solve, and who is the primary audience?
    pass
    AI did not name Tencent/LightDiffusionFlow — 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?

Embed your GEO score

Drop this badge into the README of Tencent/LightDiffusionFlow. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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Tencent/LightDiffusionFlow — 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