RRepoGEO

REPOGEO REPORT · LITE

tencent-ailab/IP-Adapter

Default branch main · commit 62e4af9d · scanned 6/20/2026, 7:28:58 AM

GitHub: 6,606 stars · 432 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
78 /100
Needs work
Category recall
2 / 2
Avg rank #4.0 when recommended
Rule findings
1 pass · 1 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 tencent-ailab/IP-Adapter, 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
  • hightopics#1
    Add relevant GitHub topics

    Why:

    COPY-PASTE FIX
    diffusion-models, image-generation, stable-diffusion, image-prompt, ai-adapter, deep-learning, computer-vision
  • highhomepage#2
    Set the repository homepage URL

    Why:

    COPY-PASTE FIX
    https://ip-adapter.github.io
  • mediumreadme#3
    Strengthen the README's H1 to emphasize 'lightweight adapter'

    Why:

    CURRENT
    # ___IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models___
    COPY-PASTE FIX
    # IP-Adapter: A Lightweight Image Prompt Adapter for Text-to-Image Diffusion Models

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
2 / 2
100% of queries surface tencent-ailab/IP-Adapter
Avg rank
#4.0
Lower is better. #1 = top recommendation.
Share of voice
11%
Of all named tools, what % are you?
Top rival
ControlNet
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ControlNet · recommended 1×
  2. Stable Diffusion · recommended 1×
  3. Automatic1111's Stable Diffusion web UI · recommended 1×
  4. ComfyUI · recommended 1×
  5. Midjourney · recommended 1×
  • CATEGORY QUERY
    How can I enable a text-to-image diffusion model to accept image prompts?
    you: #6
    AI recommended (in order):
    1. ControlNet
    2. Stable Diffusion
    3. Automatic1111's Stable Diffusion web UI
    4. ComfyUI
    5. Midjourney
    6. IP-Adapter ← you
    7. GLIGEN
    8. DreamBooth
    9. LoRA
    10. Kohya_ss GUI
    11. SDEdit
    12. Diffusers
    Show full AI answer
  • CATEGORY QUERY
    Seeking a lightweight adapter to integrate image and text prompts for stable diffusion.
    you: #2
    AI recommended (in order):
    1. ControlNet (lllyasviel/ControlNet)
    2. IP-Adapter (huggingface/ip-adapter) ← you
    3. T2I-Adapter (TencentARC/T2I-Adapter)
    4. GLIGEN (gligen/GLIGEN)
    5. InstructPix2Pix (timothybrooks/instruct-pix2pix)
    6. StyleCLIP (orpatashnik/StyleCLIP)
    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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-ailab/IP-Adapter?
    pass
    AI named tencent-ailab/IP-Adapter explicitly

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

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

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

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tencent-ailab/IP-Adapter — 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