RRepoGEO

REPOGEO REPORT · LITE

iamsrikanthnani/pluely

Default branch master · commit 4fb23ac3 · scanned 5/25/2026, 8:01:41 PM

GitHub: 1,971 stars · 420 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 iamsrikanthnani/pluely, 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 core description to the top of the README

    Why:

    CURRENT
    The README excerpt shows the descriptive quote buried after multiple links and a 'Support the Project' section.
    COPY-PASTE FIX
    Move the project's core description ('The Open Source Alternative to Cluely - A lightning-fast, privacy-first AI assistant...') to be the very first textual content immediately following the `# Pluely 🚀` heading. Remove the blockquote formatting.
  • mediumreadme#2
    Add a 'Key Features' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section titled '## Key Features' listing specific capabilities like 'Real-time transcription', 'Privacy-first design', 'Undetectable in calls', 'Tauri-based native performance', 'Support for Claude, Gemini, Grok, OpenAI LLMs'.
  • lowtopics#3
    Refine the 'Topics' list to emphasize its application nature

    Why:

    CURRENT
    ai-assistant, claude, cluely-alternative, desktop-app, gemini, grok, grok-4, llm, openai, react, rust, shadcn, speech-to-text, stealth, tailwindcss, tauri, typescript, undetectable, voice-activity-detection
    COPY-PASTE FIX
    ai-assistant, claude, cluely-alternative, desktop-app, gemini, grok, grok-4, llm, openai, react, rust, shadcn, speech-to-text, stealth, tailwindcss, tauri, typescript, undetectable, voice-activity-detection, ai-application, meeting-assistant, transcription-tool, privacy-tool

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 iamsrikanthnani/pluely
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Otter.ai
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Otter.ai · recommended 1×
  2. Fireflies.ai · recommended 1×
  3. Grain · recommended 1×
  4. Tactiq · recommended 1×
  5. Fathom · recommended 1×
  • CATEGORY QUERY
    Looking for a stealthy AI assistant for real-time meeting transcription and summarization?
    you: not recommended
    AI recommended (in order):
    1. Otter.ai
    2. Fireflies.ai
    3. Grain
    4. Tactiq
    5. Fathom
    6. MeetGeek
    7. Scribbl

    AI recommended 7 alternatives but never named iamsrikanthnani/pluely. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need an open-source, privacy-focused desktop AI assistant for conversations, built with Rust?
    you: not recommended
    AI recommended (in order):
    1. LocalAI
    2. llm-chain
    3. candle
    4. Ollama
    5. PrivateGPT

    AI recommended 5 alternatives but never named iamsrikanthnani/pluely. 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 iamsrikanthnani/pluely?
    pass
    AI named iamsrikanthnani/pluely explicitly

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

  • If a team adopts iamsrikanthnani/pluely in production, what risks or prerequisites should they evaluate first?
    pass
    AI named iamsrikanthnani/pluely 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 iamsrikanthnani/pluely solve, and who is the primary audience?
    pass
    AI named iamsrikanthnani/pluely 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 iamsrikanthnani/pluely. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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iamsrikanthnani/pluely — 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