RRepoGEO

REPOGEO REPORT · LITE

happier-dev/happier

Default branch dev · commit 158c4ed9 · scanned 6/8/2026, 4:41:45 AM

GitHub: 890 stars · 72 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 happier-dev/happier, 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
    Strengthen README's opening statement to clarify core category

    Why:

    CURRENT
    ### Mobile, Web and Desktop client for Claude Code, Codex, OpenCode, Pi, Cursor, ...
    COPY-PASTE FIX
    # Happier: End-to-End Encrypted Client for AI Coding Agents (Web, Desktop, Mobile)
  • mediumtopics#2
    Add broader category topics for AI clients and development

    Why:

    CURRENT
    ai-agents, claude, claude-code, codex, gemini, kimi, opencode, qwen, vibe-coding, vibecoding
    COPY-PASTE FIX
    ai-agents, claude, claude-code, codex, gemini, kimi, opencode, qwen, vibe-coding, vibecoding, ai-client, ai-coding-assistant, developer-tools, self-hosted, end-to-end-encryption, cross-platform
  • mediumreadme#3
    Add a 'Why Happier?' section highlighting key differentiators

    Why:

    COPY-PASTE FIX
    ## Why Happier Stands Out
Happier is designed as a truly universal client for multiple AI coding agents, offering end-to-end encryption and seamless cross-device continuity. Unlike single-model specific tools or IDE extensions, Happier provides a dedicated, self-hostable solution that keeps your coding sessions private and accessible from any device.

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 happier-dev/happier
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
continue-dev/continue
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. continue-dev/continue · recommended 1×
  2. ollama/ollama · recommended 1×
  3. LM Studio · recommended 1×
  4. TabbyML/tabby · recommended 1×
  5. go-skynet/LocalAI · recommended 1×
  • CATEGORY QUERY
    What are self-hostable cross-platform clients for various AI code generation models?
    you: not recommended
    AI recommended (in order):
    1. Continue.dev (continue-dev/continue)
    2. Ollama (ollama/ollama)
    3. LM Studio
    4. TabbyML (TabbyML/tabby)
    5. LocalAI (go-skynet/LocalAI)
    6. CodeGPT (carlos-aguilar/CodeGPT)

    AI recommended 6 alternatives but never named happier-dev/happier. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an encrypted unified interface for interacting with multiple AI coding assistants securely.
    you: not recommended
    AI recommended (in order):
    1. VS Code
    2. JetBrains IDEs
    3. IntelliJ IDEA
    4. PyCharm
    5. WebStorm
    6. GitHub Copilot
    7. AWS CodeWhisperer
    8. Tabnine
    9. GitHub Copilot Chat
    10. AWS Cloud9
    11. NGINX
    12. Envoy Proxy
    13. OpenAI API
    14. Anthropic's Claude
    15. Google's Gemini

    AI recommended 15 alternatives but never named happier-dev/happier. 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 happier-dev/happier?
    pass
    AI named happier-dev/happier explicitly

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

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

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

Embed your GEO score

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MARKDOWN (README)
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happier-dev/happier — 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