RRepoGEO

REPOGEO REPORT · LITE

aaronjmars/opendia

Default branch main · commit eccd201b · scanned 5/26/2026, 10:11:47 PM

GitHub: 1,820 stars · 143 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 aaronjmars/opendia, 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 H1 and opening paragraph to clearly state it's an AI browser extension

    Why:

    CURRENT
    # OpenDia 

**The open alternative to Dia / Perplexity Comet**  
Connect your browser to AI models. 
No browser switching needed—works seamlessly with Chrome, Firefox, and any Chromium browser. Private, local-first & MCP focused.
    COPY-PASTE FIX
    # OpenDia: The Browser Extension for AI-Powered Web Automation

Connect your browser to AI models, enabling them to control web pages automatically. OpenDia is the open-source alternative to Dia / Perplexity Comet, working seamlessly as a Chrome, Firefox, or any Chromium browser extension.
  • hightopics#2
    Add more specific topics related to AI browser extensions and automation

    Why:

    CURRENT
    automation, chrome-extension, dia, mcp, npm, npm-package
    COPY-PASTE FIX
    automation, chrome-extension, firefox-extension, browser-automation, ai-automation, web-automation, generative-ai, dia, mcp, npm, npm-package
  • mediumhomepage#3
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://www.npmjs.com/package/opendia

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 aaronjmars/opendia
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Playwright
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Playwright · recommended 2×
  2. Puppeteer · recommended 2×
  3. SeleniumBase · recommended 1×
  4. LangChain · recommended 1×
  5. Selenium · recommended 1×
  • CATEGORY QUERY
    How can I automate browser interactions with AI using my existing logged-in accounts?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. SeleniumBase
    3. LangChain
    4. Selenium
    5. Puppeteer
    6. LangChain.js
    7. TensorFlow.js
    8. Browserless.io
    9. Robocorp
    10. Robot Framework
    11. spaCy
    12. UiPath
    13. AI Fabric
    14. Microsoft Power Automate Desktop
    15. AI Builder

    AI recommended 15 alternatives but never named aaronjmars/opendia. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a browser extension to enable AI models to control web pages automatically.
    you: not recommended
    AI recommended (in order):
    1. Axiom.ai
    2. Puppeteer
    3. Playwright
    4. Selenium IDE
    5. UI.Vision RPA
    6. Automa

    AI recommended 6 alternatives but never named aaronjmars/opendia. 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 aaronjmars/opendia?
    pass
    AI named aaronjmars/opendia explicitly

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

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

Subscribe to Pro for deep diagnoses

aaronjmars/opendia — 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