RRepoGEO

REPOGEO REPORT · LITE

OpenAdaptAI/OpenAdapt

Default branch main · commit e4d4d034 · scanned 5/17/2026, 5:07:02 AM

GitHub: 1,585 stars · 238 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
40 /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
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 OpenAdaptAI/OpenAdapt, 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 the README's opening sentence to clearly state "Generative RPA"

    Why:

    CURRENT
    OpenAdapt is the open source software adapter between Large Multimodal Models (LMMs) and traditional desktop and web GUIs.
    COPY-PASTE FIX
    OpenAdapt is the open source, AI-first **Generative Process Automation (RPA)** platform, leveraging Large Multimodal Models (LMMs) to adapt and automate desktop and web GUIs.
  • hightopics#2
    Add "generative-rpa" to the repository topics

    Why:

    COPY-PASTE FIX
    Add "generative-rpa" to the existing list of topics.
  • mediumreadme#3
    Add a dedicated comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, such as "Why OpenAdapt? Generative RPA vs. Traditional Automation & Generic AI Agents," detailing OpenAdapt's unique advantages like AI-driven self-healing and LMM integration over these categories.

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 OpenAdaptAI/OpenAdapt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Microsoft Power Automate Desktop
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Microsoft Power Automate Desktop · recommended 1×
  2. AI Builder · recommended 1×
  3. UiPath Studio · recommended 1×
  4. AI Fabric · recommended 1×
  5. Document Understanding · recommended 1×
  • CATEGORY QUERY
    How can I automate repetitive desktop and web GUI tasks using generative AI models?
    you: not recommended
    AI recommended (in order):
    1. Microsoft Power Automate Desktop
    2. AI Builder
    3. UiPath Studio
    4. AI Fabric
    5. Document Understanding
    6. Robocorp (robocorp/rpaframework)
    7. OpenAI
    8. Google Cloud AI
    9. Anthropic
    10. Playwright (microsoft/playwright)
    11. Selenium (SeleniumHQ/selenium)
    12. Tome.app

    AI recommended 12 alternatives but never named OpenAdaptAI/OpenAdapt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source framework helps create AI agents for automating complex computer interactions?
    you: not recommended
    AI recommended (in order):
    1. AutoGPT
    2. LangChain
    3. CrewAI
    4. Open Interpreter
    5. BabyAGI
    6. AgentGPT

    AI recommended 6 alternatives but never named OpenAdaptAI/OpenAdapt. 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 OpenAdaptAI/OpenAdapt?
    pass
    AI named OpenAdaptAI/OpenAdapt explicitly

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

  • If a team adopts OpenAdaptAI/OpenAdapt in production, what risks or prerequisites should they evaluate first?
    pass
    AI named OpenAdaptAI/OpenAdapt 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 OpenAdaptAI/OpenAdapt solve, and who is the primary audience?
    pass
    AI named OpenAdaptAI/OpenAdapt 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 OpenAdaptAI/OpenAdapt. 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/OpenAdaptAI/OpenAdapt.svg)](https://repogeo.com/en/r/OpenAdaptAI/OpenAdapt)
HTML
<a href="https://repogeo.com/en/r/OpenAdaptAI/OpenAdapt"><img src="https://repogeo.com/badge/OpenAdaptAI/OpenAdapt.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

OpenAdaptAI/OpenAdapt — 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