RRepoGEO

REPOGEO REPORT · LITE

bytedance/InfiniteYou

Default branch main · commit aaa6ea5f · scanned 6/30/2026, 9:18:29 PM

GitHub: 2,685 stars · 289 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
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 bytedance/InfiniteYou, 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
    Add a concise, direct statement clarifying the project's core identity

    Why:

    COPY-PASTE FIX
    InfiniteYou is a cutting-edge framework for **flexible 2D photo recrafting and high-fidelity identity-preserved image generation**, specifically leveraging **Diffusion Transformers (DiTs)** like FLUX.
  • highreadme#2
    Introduce a 'Key Features' section to highlight core capabilities

    Why:

    COPY-PASTE FIX
    - **High-Fidelity Identity Preservation:** Maintain subject identity across diverse generations.
- **Flexible Photo Recrafting:** Adapt images to new styles, poses, or contexts.
- **Leveraging Diffusion Transformers (DiTs):** Built on advanced models like FLUX for superior quality.
- **Robust Framework:** Addresses issues like insufficient identity similarity and poor text-image alignment.
  • mediumtopics#3
    Add more specific keywords to the topics list

    Why:

    CURRENT
    diffusers, diffusion, diffusion-transformer, dit, face, flux, iccv2025, identity-preserving, image-editing, image-generation, personalization, pytorch, research, text-to-image
    COPY-PASTE FIX
    diffusers, diffusion, diffusion-transformer, dit, face, flux, iccv2025, identity-preserving, image-editing, image-generation, personalization, pytorch, research, text-to-image, identity-transfer, face-generation, image-personalization

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 bytedance/InfiniteYou
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 2×
  2. Adobe Photoshop · recommended 1×
  3. Stable Diffusion · recommended 1×
  4. Affinity Photo · recommended 1×
  5. Luminar Neo · recommended 1×
  • CATEGORY QUERY
    How to flexibly recraft photos while strongly preserving the subject's identity?
    you: not recommended
    AI recommended (in order):
    1. Adobe Photoshop
    2. Midjourney
    3. Stable Diffusion
    4. Affinity Photo
    5. Luminar Neo
    6. Photopea

    AI recommended 6 alternatives but never named bytedance/InfiniteYou. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are frameworks for high-fidelity identity-preserved image generation using diffusion transformers?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion XL
    2. IP-Adapter
    3. InstantID
    4. FaceChain
    5. DreamBooth
    6. LoRA
    7. Midjourney

    AI recommended 7 alternatives but never named bytedance/InfiniteYou. 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 bytedance/InfiniteYou?
    pass
    AI named bytedance/InfiniteYou explicitly

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

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

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

Embed your GEO score

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bytedance/InfiniteYou — 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