RRepoGEO

REPOGEO REPORT · LITE

Ayush0Chaudhary/blurr

Default branch main · commit 5ead5b43 · scanned 6/12/2026, 1:38:29 PM

GitHub: 928 stars · 137 forks

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 Ayush0Chaudhary/blurr, 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
    Clarify repository name vs. project name in README

    Why:

    CURRENT
    # 🐼 Panda: Your Personal AI Phone Operator
    COPY-PASTE FIX
    # 🐼 Panda: Your Personal AI Phone Operator

This repository, `Ayush0Chaudhary/blurr`, contains the source code for Panda.
  • highreadme#2
    Reposition README opening to highlight category and differentiation

    Why:

    CURRENT
    Panda is a proactive, on-device AI agent for Android that autonomously understands natural language commands and operates your phone's UI to achieve them. Inspired by the need to make modern technology more accessible, Panda acts as your personal operator, capable of handling complex, multi-step tasks across different applications.
    COPY-PASTE FIX
    Panda is a proactive, on-device AI agent for Android that autonomously understands natural language commands and operates your phone's UI to achieve them. Unlike traditional Android automation tools such as Tasker, AutoVoice, or Appium, Panda offers a truly intelligent, natural language-driven interface for complex, multi-step tasks across different applications, making modern technology more accessible.
  • mediumlicense#3
    Add license clarification to README

    Why:

    COPY-PASTE FIX
    ## License
This project is licensed under the terms specified in the [LICENSE](LICENSE) file. Please refer to the file for full details on the applicable license(s).

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 Ayush0Chaudhary/blurr
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tasker
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Tasker · recommended 2×
  2. AutoVoice · recommended 2×
  3. AutoInput · recommended 2×
  4. Voice Access · recommended 2×
  5. AutoApps · recommended 1×
  • CATEGORY QUERY
    How can I automate complex multi-step tasks on an Android phone using natural language?
    you: not recommended
    AI recommended (in order):
    1. Tasker
    2. AutoApps
    3. AutoVoice
    4. AutoInput
    5. Macrodroid
    6. IFTTT
    7. Google Assistant Routines
    8. Bixby Routines
    9. Voice Access

    AI recommended 9 alternatives but never named Ayush0Chaudhary/blurr. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow AI agents to control Android device UI programmatically through voice commands?
    you: not recommended
    AI recommended (in order):
    1. Appium
    2. Google Assistant
    3. Alexa
    4. Tasker
    5. AutoVoice
    6. AutoInput
    7. Voice Access
    8. UI Automator
    9. Google Cloud Speech-to-Text
    10. SeeUI

    AI recommended 10 alternatives but never named Ayush0Chaudhary/blurr. 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 Ayush0Chaudhary/blurr?
    pass
    AI named Ayush0Chaudhary/blurr explicitly

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

  • If a team adopts Ayush0Chaudhary/blurr in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Ayush0Chaudhary/blurr 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 Ayush0Chaudhary/blurr solve, and who is the primary audience?
    pass
    AI named Ayush0Chaudhary/blurr 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 Ayush0Chaudhary/blurr. 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/Ayush0Chaudhary/blurr.svg)](https://repogeo.com/en/r/Ayush0Chaudhary/blurr)
HTML
<a href="https://repogeo.com/en/r/Ayush0Chaudhary/blurr"><img src="https://repogeo.com/badge/Ayush0Chaudhary/blurr.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

Ayush0Chaudhary/blurr — 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