RRepoGEO

REPOGEO REPORT · LITE

Lex-au/Orpheus-FastAPI

Default branch main · commit 7bd4cfce · scanned 6/4/2026, 9:26:49 PM

GitHub: 702 stars · 146 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 Lex-au/Orpheus-FastAPI, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • mediumtopics#1
    Expand repository topics with more specific keywords

    Why:

    CURRENT
    ai-text-to-speech, ai-voice, artificial-intelligence
    COPY-PASTE FIX
    ai-text-to-speech, ai-voice, artificial-intelligence, text-to-speech, tts, openai-api, self-hosted, gpu-acceleration, fastapi
  • lowhomepage#2
    Add a homepage URL to the repository About section

    Why:

    COPY-PASTE FIX
    [Insert the primary project URL here, e.g., a demo, documentation, or project website]

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 Lex-au/Orpheus-FastAPI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Piper TTS
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Piper TTS · recommended 1×
  2. Coqui TTS · recommended 1×
  3. Bark · recommended 1×
  4. OpenVoice · recommended 1×
  5. XTTS-v2 · recommended 1×
  • CATEGORY QUERY
    Need a self-hosted text-to-speech solution with an OpenAI-compatible API for GPU acceleration.
    you: not recommended
    AI recommended (in order):
    1. Piper TTS
    2. Coqui TTS
    3. Bark
    4. OpenVoice
    5. XTTS-v2

    AI recommended 5 alternatives but never named Lex-au/Orpheus-FastAPI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a multilingual TTS server supporting emotion tags and a user-friendly web interface.
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Google Cloud Text-to-Speech
    3. Azure AI Speech
    4. Amazon Polly
    5. Resemble AI
    6. DeepMotion

    AI recommended 6 alternatives but never named Lex-au/Orpheus-FastAPI. 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 Lex-au/Orpheus-FastAPI?
    pass
    AI named Lex-au/Orpheus-FastAPI explicitly

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

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

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

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Lex-au/Orpheus-FastAPI — 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