RRepoGEO

REPOGEO REPORT · LITE

robocorp/rpaframework

Default branch master · commit cc26f1a9 · scanned 5/20/2026, 1:36:52 AM

GitHub: 1,508 stars · 270 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
33 /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
2 / 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 robocorp/rpaframework, 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 introduction to emphasize "comprehensive RPA framework"

    Why:

    CURRENT
    RPA Framework is a collection of open-source libraries and tools for Robotic Process Automation (RPA), and it is designed to be used with both Robot Framework and Python.
    COPY-PASTE FIX
    RPA Framework is a comprehensive, open-source framework for Robotic Process Automation (RPA), providing a unified collection of libraries and tools designed for use with both Robot Framework and Python.
  • mediumtopics#2
    Add more specific RPA framework topics

    Why:

    CURRENT
    ai, automation, documentai, nlp, ocr, opencv, python, robocorp, robot, robotframework, rpa, rpa-robots
    COPY-PASTE FIX
    ai, automation, documentai, nlp, ocr, opencv, python, robocorp, robot, robotframework, rpa, rpa-robots, rpa-framework, automation-framework
  • lowreadme#3
    Add a sentence about the Python-native, code-first differentiator

    Why:

    COPY-PASTE FIX
    Unlike many commercial low-code/no-code RPA platforms, RPA Framework offers a Python-native, code-first approach, empowering developers with full programmatic control and flexibility.

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 robocorp/rpaframework
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Selenium
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Selenium · recommended 1×
  2. PyAutoGUI · recommended 1×
  3. Requests · recommended 1×
  4. Pandas · recommended 1×
  5. Beautiful Soup 4 · recommended 1×
  • CATEGORY QUERY
    What open-source libraries can help automate repetitive tasks using Python scripting?
    you: not recommended
    AI recommended (in order):
    1. Selenium
    2. PyAutoGUI
    3. Requests
    4. Pandas
    5. Beautiful Soup 4
    6. OpenPyXL
    7. Fabric

    AI recommended 7 alternatives but never named robocorp/rpaframework. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a comprehensive open-source framework for robotic process automation, including OCR and AI.
    you: not recommended
    AI recommended (in order):
    1. Robocorp
    2. TagUI
    3. OpenRPA
    4. UI.Vision RPA
    5. Taskt

    AI recommended 5 alternatives but never named robocorp/rpaframework. 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 robocorp/rpaframework?
    pass
    AI did not name robocorp/rpaframework — 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 robocorp/rpaframework in production, what risks or prerequisites should they evaluate first?
    pass
    AI named robocorp/rpaframework 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 robocorp/rpaframework solve, and who is the primary audience?
    pass
    AI named robocorp/rpaframework explicitly

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

Embed your GEO score

Drop this badge into the README of robocorp/rpaframework. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/robocorp/rpaframework.svg)](https://repogeo.com/en/r/robocorp/rpaframework)
HTML
<a href="https://repogeo.com/en/r/robocorp/rpaframework"><img src="https://repogeo.com/badge/robocorp/rpaframework.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

robocorp/rpaframework — 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