RRepoGEO

REPOGEO REPORT · LITE

stepfun-ai/Step1X-Edit

Default branch main · commit 4cca05df · scanned 6/23/2026, 9:23:05 AM

GitHub: 2,230 stars · 100 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 stepfun-ai/Step1X-Edit, 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 statement to clearly define the project as an image editing model

    Why:

    COPY-PASTE FIX
    Step1X-Edit is a state-of-the-art open-source image editing model, aiming to provide comparable performance against closed-source models like GPT-4o and Gemini 2 Flash.
  • highreadme#2
    Explicitly state the core differentiator and target use cases in the README's introductory section

    Why:

    COPY-PASTE FIX
    Step1X-Edit stands out for its focus on ultra-fast response and high-quality output, exemplified by Step Image Edit 2, which delivers a real-time interactive creation experience and completes image generation and editing tasks within 2 seconds. This performance is designed to rival closed-source models like GPT-4o and Gemini 2 Flash.
  • mediumtopics#3
    Add more specific topics related to its unique features and comparisons

    Why:

    CURRENT
    image-editing, reasoning, visual-reasoning
    COPY-PASTE FIX
    image-editing, reasoning, visual-reasoning, generative-ai, multimodal, real-time, image-generation, sota, fast-inference

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 stepfun-ai/Step1X-Edit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ControlNet
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ControlNet · recommended 2×
  2. Stable Diffusion · recommended 1×
  3. InstructPix2Pix · recommended 1×
  4. GLIDE · recommended 1×
  5. DALL-E mini · recommended 1×
  • CATEGORY QUERY
    What are the best open-source image editing models comparable to GPT-4o?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. ControlNet
    3. InstructPix2Pix
    4. GLIDE
    5. DALL-E mini
    6. Craiyon
    7. Segment Anything Model
    8. DeepFill v2
    9. LaMa

    AI recommended 9 alternatives but never named stepfun-ai/Step1X-Edit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a fast, high-quality open-source model for interactive image generation and editing.
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion XL (SDXL)
    2. ControlNet
    3. IP-Adapter
    4. Automatic1111's Stable Diffusion web UI
    5. ComfyUI
    6. Stable Diffusion 1.5 / 2.1
    7. Fooocus
    8. Kandinsky 2.2
    9. Latent Consistency Models (LCMs)
    10. StreamDiffusion
    11. DeepFloyd IF

    AI recommended 11 alternatives but never named stepfun-ai/Step1X-Edit. 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 stepfun-ai/Step1X-Edit?
    pass
    AI named stepfun-ai/Step1X-Edit explicitly

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

  • If a team adopts stepfun-ai/Step1X-Edit in production, what risks or prerequisites should they evaluate first?
    pass
    AI named stepfun-ai/Step1X-Edit 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 stepfun-ai/Step1X-Edit solve, and who is the primary audience?
    pass
    AI named stepfun-ai/Step1X-Edit 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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stepfun-ai/Step1X-Edit — 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