REPOGEO REPORT · LITE

dograh-hq/dograh

Default branch main · commit b891091e · scanned 5/28/2026, 5:01:44 AM

GitHub: 3,448 stars · 731 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 dograh-hq/dograh, 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 README H1 to explicitly state the core offering
Why:
CURRENT
```
# Dograh AI
```
COPY-PASTE FIX
```
# Dograh AI: Open Source Voice AI Platform & Vapi/Retell Alternative
```

mediumreadme#2

Add a concise summary sentence to the 'Dograh vs Vapi vs Retell' section

Why:

CURRENT

## ⚖️ Dograh vs Vapi vs Retell

COPY-PASTE FIX

## ⚖️ Dograh vs Vapi vs Retell

Dograh stands out as the only fully open-source, self-hostable voice AI platform offering a visual workflow builder, BYOK, and comprehensive telephony support, unlike proprietary alternatives like Vapi and Retell.

lowreadme#3
Make the homepage link in the README explicit text
Why:
CURRENT
```
<a href="https://app.dograh.com"></a>
```
COPY-PASTE FIX
```
[🚀 Launch Dograh App](https://app.dograh.com)
```

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 dograh-hq/dograh

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Rasa Open Source

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Rasa Open Source · recommended 2×
OpenVoiceOS · recommended 2×
Mycroft AI · recommended 1×
Mozilla DeepSpeech · recommended 1×
Coqui TTS · recommended 1×

CATEGORY QUERY
Looking for an open-source, self-hosted platform to build conversational voice agents.
you: not recommended
AI recommended (in order):
1. Rasa Open Source
2. Mycroft AI
3. Mozilla DeepSpeech
4. Coqui TTS
5. OpenVoiceOS
6. Rhasspy
AI recommended 6 alternatives but never named dograh-hq/dograh. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Need an on-premise voice AI platform with a visual workflow builder for custom agents.
you: not recommended
AI recommended (in order):
1. Nuance Mix
2. Rasa Open Source
3. Rasa X
4. Cognigy.AI
5. Speechmatics
6. Camunda Platform
7. Voicegain
8. OpenVoiceOS
AI recommended 8 alternatives but never named dograh-hq/dograh. 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 dograh-hq/dograh?
pass
AI named dograh-hq/dograh explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts dograh-hq/dograh in production, what risks or prerequisites should they evaluate first?
pass
AI named dograh-hq/dograh 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 dograh-hq/dograh solve, and who is the primary audience?
pass
AI named dograh-hq/dograh 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)

[![RepoGEO](https://repogeo.com/badge/dograh-hq/dograh.svg)](https://repogeo.com/en/r/dograh-hq/dograh)

HTML

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

Pro

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dograh-hq/dograh — 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