RRepoGEO

REPOGEO REPORT · LITE

srikanth235/privy

Default branch master · commit f389e03f · scanned 6/10/2026, 1:07:12 AM

GitHub: 993 stars · 51 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
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 srikanth235/privy, 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's opening description to clarify core function

    Why:

    CURRENT
    An open-source alternative to GitHub copilot that runs locally.
    COPY-PASTE FIX
    Privy is your local, privacy-first AI code assistant, offering real-time code completion and chat. It is an open-source alternative to GitHub Copilot, designed to run entirely offline.
  • mediumabout#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    [Add the official project homepage URL here]
  • lowtopics#3
    Add 'ai-chat' to the repository topics

    Why:

    CURRENT
    ai, code-completion, codellama, copilot, developer-tools, gen-ai, ide, ollama, privacy, self-hosting
    COPY-PASTE FIX
    ai, code-completion, codellama, copilot, developer-tools, gen-ai, ide, ollama, privacy, self-hosting, ai-chat

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 srikanth235/privy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tabnine
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Tabnine · recommended 1×
  2. CodeGPT · recommended 1×
  3. Ollama · recommended 1×
  4. LM Studio · recommended 1×
  5. LocalAI · recommended 1×
  • CATEGORY QUERY
    Looking for a private, self-hosted code completion tool that runs entirely offline?
    you: not recommended
    AI recommended (in order):
    1. Tabnine
    2. CodeGPT
    3. Ollama
    4. LM Studio
    5. LocalAI
    6. YouCompleteMe
    7. Language Server Protocol
    8. pylsp
    9. rust-analyzer
    10. gopls
    11. Kite

    AI recommended 11 alternatives but never named srikanth235/privy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source AI coding assistants for local development environments?
    you: not recommended
    AI recommended (in order):
    1. Code Llama
    2. ollama
    3. llama.cpp
    4. Phind-CodeLlama
    5. StarCoder
    6. StarCoder2
    7. DeepSeek Coder
    8. WizardCoder
    9. CodeGeeX2
    10. Hugging Face `transformers` library

    AI recommended 10 alternatives but never named srikanth235/privy. 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 srikanth235/privy?
    pass
    AI named srikanth235/privy explicitly

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

  • If a team adopts srikanth235/privy in production, what risks or prerequisites should they evaluate first?
    pass
    AI named srikanth235/privy 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 srikanth235/privy solve, and who is the primary audience?
    pass
    AI named srikanth235/privy explicitly

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

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srikanth235/privy — 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