RRepoGEO

REPOGEO REPORT · LITE

vercel-labs/workflow-builder-template

Default branch main · commit 24fb0fd4 · scanned 5/14/2026, 5:03:06 PM

GitHub: 1,121 stars · 203 forks

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 vercel-labs/workflow-builder-template, 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
  • highabout#1
    Reposition the repository description to clarify its purpose

    Why:

    CURRENT
    Visual AI workflow automation platform
    COPY-PASTE FIX
    A template for building custom visual AI workflow automation platforms.
  • hightopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    agents, ai, workflows
    COPY-PASTE FIX
    ai, workflows, template, starter-kit, full-stack, nextjs, vercel, react-flow, visual-builder
  • mediumreadme#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    This project is licensed under the terms found in the [LICENSE](LICENSE) file. Please review the file for specific details regarding usage and distribution.

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 vercel-labs/workflow-builder-template
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Zapier
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Zapier · recommended 1×
  2. Make · recommended 1×
  3. Microsoft Power Automate · recommended 1×
  4. n8n · recommended 1×
  5. UiPath · recommended 1×
  • CATEGORY QUERY
    How to visually design and automate AI-driven workflows with various integrations?
    you: not recommended
    AI recommended (in order):
    1. Zapier
    2. Make
    3. Microsoft Power Automate
    4. n8n
    5. UiPath
    6. Google Cloud Workflows
    7. AWS Step Functions

    AI recommended 7 alternatives but never named vercel-labs/workflow-builder-template. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are tools for building custom visual workflow automation platforms using React?
    you: not recommended
    AI recommended (in order):
    1. React Flow
    2. GoJS
    3. JointJS
    4. mxGraph
    5. D3.js
    6. X6

    AI recommended 6 alternatives but never named vercel-labs/workflow-builder-template. 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 vercel-labs/workflow-builder-template?
    pass
    AI did not name vercel-labs/workflow-builder-template — 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 vercel-labs/workflow-builder-template in production, what risks or prerequisites should they evaluate first?
    pass
    AI named vercel-labs/workflow-builder-template 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 vercel-labs/workflow-builder-template solve, and who is the primary audience?
    pass
    AI did not name vercel-labs/workflow-builder-template — 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?

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  • Brand-free category queries5 vs 2 in Lite
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