RRepoGEO

REPOGEO REPORT · LITE

vercel-labs/workflow-builder-template

Default branch main · commit 24fb0fd4 · scanned 6/25/2026, 6:38:19 AM

GitHub: 1,154 stars · 221 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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
  • highreadme#1
    Reposition README's opening to emphasize "template" and "devkit"

    Why:

    CURRENT
    # AI Workflow Builder Template

A template for building your own AI-driven workflow automation platform. Built on top of Workflow DevKit, this template provides a complete visual workflow builder with real integrations and code generation capabilities.
    COPY-PASTE FIX
    # AI Workflow Builder Template

A comprehensive template for building your own visual AI-driven workflow automation platform. Leveraging the Workflow DevKit, this project provides a complete, production-ready foundation with real integrations and code generation capabilities, designed for developers to customize and deploy.
  • hightopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    agents, ai, workflows
    COPY-PASTE FIX
    agents, ai, workflows, workflow-builder, ai-automation, template, devkit, react-flow, vercel
  • mediumlicense#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, e.g., "## License

This project is licensed under [describe the specific terms of your existing LICENSE file here, e.g., 'a custom license that combines elements of X and Y. Please refer to the LICENSE file for full details.']"

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
Retool
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Retool · recommended 1×
  2. Bubble · recommended 1×
  3. ReactFlow · recommended 1×
  4. Node.js · recommended 1×
  5. Express.js · recommended 1×
  • CATEGORY QUERY
    How to build a visual drag-and-drop platform for AI-driven automation?
    you: not recommended
    AI recommended (in order):
    1. Retool
    2. Bubble
    3. ReactFlow
    4. Node.js
    5. Express.js
    6. Python
    7. Flask
    8. Django
    9. TensorFlow
    10. PyTorch
    11. Vue Flow
    12. FastAPI
    13. scikit-learn
    14. Hugging Face Transformers
    15. Microsoft Power Apps
    16. Dataverse
    17. Azure Functions
    18. Azure Machine Learning
    19. OutSystems

    AI recommended 19 alternatives but never named vercel-labs/workflow-builder-template. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a tool to generate TypeScript code from visual workflow diagrams with integrations.
    you: not recommended
    AI recommended (in order):
    1. Statecharts.dev
    2. PlantUML (plantuml/plantuml)
    3. BPMN.io (bpmn-io/bpmn-js)
    4. Lucidchart
    5. draw.io (jgraph/drawio)
    6. Microsoft Visio

    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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vercel-labs/workflow-builder-template — 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