RRepoGEO

REPOGEO REPORT · LITE

google-labs-code/stitch-sdk

Default branch main · commit 2733a754 · scanned 5/9/2026, 9:56:09 AM

GitHub: 1,628 stars · 87 forks

AI VISIBILITY SCORE
22 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 google-labs-code/stitch-sdk, 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 specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ui-generation, html-generation, screenshot-api, ai-prompts, web-ui, llm-sdk, frontend-development, programmatic-ui
  • highreadme#2
    Reposition the README's opening sentence to emphasize UI generation

    Why:

    CURRENT
    Generate UI screens from text prompts and extract their HTML and screenshots programmatically.
    COPY-PASTE FIX
    The Stitch SDK enables developers to programmatically generate UI screens from text prompts, extracting their HTML and screenshots for rapid prototyping and integration.
  • mediumcomparison#3
    Add a 'Comparison to Alternatives' section in the README

    Why:

    COPY-PASTE FIX
    ## Comparison to Alternatives

Unlike general UI builders (e.g., Vercel v0.dev, Framer AI) or data app frameworks (e.g., Gradio, Streamlit) that provide full environments, Stitch SDK focuses on programmatic, API-driven UI generation from text prompts, delivering raw HTML and screenshots for integration into *your* existing applications. It's designed for developers who need to integrate AI-generated UI components or full screens into their projects, rather than building entire applications within a specific platform.

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 google-labs-code/stitch-sdk
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gradio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Gradio · recommended 1×
  2. Streamlit · recommended 1×
  3. OpenAI GPT-4 · recommended 1×
  4. Claude 3 Opus · recommended 1×
  5. React · recommended 1×
  • CATEGORY QUERY
    How can I programmatically generate UI screens from text descriptions and retrieve their HTML?
    you: not recommended
    AI recommended (in order):
    1. Gradio
    2. Streamlit
    3. OpenAI GPT-4
    4. Claude 3 Opus
    5. React
    6. Vue
    7. Svelte
    8. Tailwind CSS
    9. Microsoft Power Apps
    10. Power Automate
    11. AI Builder
    12. Locofy.ai
    13. AnimaApp
    14. Jinja2
    15. Mako
    16. Chameleon

    AI recommended 16 alternatives but never named google-labs-code/stitch-sdk. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to quickly prototype web interfaces using AI prompts and get screenshots?
    you: not recommended
    AI recommended (in order):
    1. Vercel v0.dev
    2. Durable.co
    3. Pineapple Builder
    4. Framer AI
    5. Relume AI Site Builder
    6. Midjourney
    7. DALL-E 3

    AI recommended 7 alternatives but never named google-labs-code/stitch-sdk. This is the gap to close.

    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 google-labs-code/stitch-sdk?
    pass
    AI named google-labs-code/stitch-sdk explicitly

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

  • If a team adopts google-labs-code/stitch-sdk in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name google-labs-code/stitch-sdk — 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?

  • In one sentence, what problem does the repo google-labs-code/stitch-sdk solve, and who is the primary audience?
    pass
    AI did not name google-labs-code/stitch-sdk — 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

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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
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