REPOGEO REPORT · LITE

rapidaai/voice-ai

Default branch main · commit 2a946d80 · scanned 5/28/2026, 8:27:08 PM

GitHub: 650 stars · 97 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 rapidaai/voice-ai, 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 sentence to emphasize 'conversational voice agents' and 'orchestration'

Why:

CURRENT

Rapida is an open-source voice AI orchestration platform for agencies that need ownership and enterprises that need scale, control, and deploy-anywhere flexibility.

COPY-PASTE FIX

Rapida is an open-source, end-to-end voice AI orchestration platform for building real-time conversational voice agents with audio streaming, STT, TTS, VAD, multi-channel integration, agent state management, and observability. It's designed for agencies that need ownership and enterprises that need scale, control, and deploy-anywhere flexibility.

mediumtopics#2

Add 'conversational-ai' topic

Why:

CURRENT

agent-framework, ai-voice, ai-voice-agent, audio-streaming, golang, open-source, orchestration, realtime-audio, sip, speech-ai, speech-to-text, telephony, text-to-speech, voice-agents, voice-ai, voice-ai-agents, voice-ai-platform, voice-assistant-ai, voice-bot, voice-observability

COPY-PASTE FIX

agent-framework, ai-voice, ai-voice-agent, audio-streaming, conversational-ai, golang, open-source, orchestration, realtime-audio, sip, speech-ai, speech-to-text, telephony, text-to-speech, voice-agents, voice-ai, voice-ai-agents, voice-ai-platform, voice-assistant-ai, voice-bot, voice-observability

lowreadme#3

Add a clear statement about the project's license to the README

Why:

COPY-PASTE FIX

This project is licensed under [Specify License Name(s) and terms, e.g., 'a custom license. See the LICENSE file for details.' or 'a combination of the Apache 2.0 and MIT licenses.']

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 rapidaai/voice-ai

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Coqui TTS

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Coqui TTS · recommended 2×
Coqui STT · recommended 2×
Rasa Open Source · recommended 1×
Mozilla DeepSpeech · recommended 1×
Vosk · recommended 1×

CATEGORY QUERY
What open-source platform helps build real-time conversational voice agents with audio streaming?
you: not recommended
AI recommended (in order):
1. Rasa Open Source
2. Mozilla DeepSpeech
3. Vosk
4. Mozilla TTS
5. Coqui TTS
6. WebRTC
7. Mycroft AI
8. Coqui STT
9. Google STT
10. Mimic 3
11. OpenVoiceOS (OVOS)
12. Rhasspy
13. Kaldi
14. Pocketsphinx
15. Home Assistant's intent recognizer
16. Rasa NLU
17. Coqui STT
18. Coqui TTS
AI recommended 18 alternatives but never named rapidaai/voice-ai. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a Go-based framework for orchestrating voice AI agents with STT, TTS, and observability.
you: not recommended
AI recommended (in order):
1. Go-Kit (go-kit/kit)
2. Temporal (temporalio/temporal)
3. Twirp (twitchtv/twirp)
4. Fiber (gofiber/fiber)
5. Echo (labstack/echo)
6. Gorilla Toolkit
AI recommended 6 alternatives but never named rapidaai/voice-ai. 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 rapidaai/voice-ai?
pass
AI named rapidaai/voice-ai explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts rapidaai/voice-ai in production, what risks or prerequisites should they evaluate first?
pass
AI named rapidaai/voice-ai 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 rapidaai/voice-ai solve, and who is the primary audience?
pass
AI named rapidaai/voice-ai 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 rapidaai/voice-ai. 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)

[![RepoGEO](https://repogeo.com/badge/rapidaai/voice-ai.svg)](https://repogeo.com/en/r/rapidaai/voice-ai)

HTML

<a href="https://repogeo.com/en/r/rapidaai/voice-ai"><img src="https://repogeo.com/badge/rapidaai/voice-ai.svg" alt="RepoGEO" /></a>

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Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite