RRepoGEO

REPOGEO REPORT · LITE

browser-use/workflow-use

Default branch main · commit 59ec570d · scanned 5/12/2026, 10:51:48 PM

GitHub: 4,004 stars · 323 forks

AI VISIBILITY SCORE
35 /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
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 browser-use/workflow-use, 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
    rpa, browser-automation, workflow-automation, low-code, ai-generation, natural-language-processing, playwright, self-healing
  • highreadme#2
    Reposition the README's opening to clearly state its core function and category

    Why:

    CURRENT
    ⚙️ **Workflow Use** is the easiest way to create and execute deterministic workflows with variables which fallback to Browser Use if a step fails. You just _show_ the recorder the workflow, we automatically generate the workflow.
    COPY-PASTE FIX
    ⚙️ **Workflow Use** is an AI-powered platform for creating and executing deterministic, self-healing **browser automation workflows (RPA 2.0)**. It allows you to generate workflows from natural language descriptions and automatically handles step failures by falling back to Browser Use.
  • mediumreadme#3
    Add a 'Why Workflow Use?' section to differentiate from common browser automation tools

    Why:

    COPY-PASTE FIX
    ## Why Workflow Use?
Unlike traditional browser automation frameworks or generic workflow orchestrators, Workflow Use focuses on **deterministic, self-healing RPA 2.0** with **natural language generation**. This means you can describe your task, and we automatically create robust workflows that adapt to changes and recover from failures, leveraging Browser Use for reliability.

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 browser-use/workflow-use
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Apache Airflow
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Apache Airflow · recommended 1×
  2. Temporal · recommended 1×
  3. AWS Step Functions · recommended 1×
  4. Prefect · recommended 1×
  5. Azure Logic Apps · recommended 1×
  • CATEGORY QUERY
    How to build resilient automated workflows with error handling and fallback mechanisms?
    you: not recommended
    AI recommended (in order):
    1. Apache Airflow
    2. Temporal
    3. AWS Step Functions
    4. Prefect
    5. Azure Logic Apps

    AI recommended 5 alternatives but never named browser-use/workflow-use. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can generate browser automation scripts from natural language descriptions?
    you: not recommended
    AI recommended (in order):
    1. Playwright (microsoft/playwright)
    2. Selenium IDE (SeleniumHQ/selenium-ide)
    3. Testim
    4. Cypress Studio (cypress-io/cypress)
    5. Robot Framework (robotframework/robotframework)
    6. Applitools Ultrafast Test Cloud

    AI recommended 6 alternatives but never named browser-use/workflow-use. 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 browser-use/workflow-use?
    pass
    AI named browser-use/workflow-use explicitly

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

  • If a team adopts browser-use/workflow-use in production, what risks or prerequisites should they evaluate first?
    pass
    AI named browser-use/workflow-use 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 browser-use/workflow-use solve, and who is the primary audience?
    pass
    AI named browser-use/workflow-use 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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MARKDOWN (README)
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browser-use/workflow-use — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite