RRepoGEO

REPOGEO REPORT · LITE

miroslavpejic85/mirotalk

Default branch master · commit 2bf5ac00 · scanned 5/22/2026, 7:51:51 AM

GitHub: 4,546 stars · 733 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
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 miroslavpejic85/mirotalk, 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
    Emphasize unique features in the README's opening paragraph

    Why:

    CURRENT
    MiroTalk P2P is a self-hosted, open-source video conferencing platform using direct peer-to-peer WebRTC connections for fast, secure, real-time communication. Deploy on your own server in minutes. Enjoy unlimited rooms, no time limits, end-to-end privacy, and a rich feature set - all under your control.
    COPY-PASTE FIX
    MiroTalk P2P is a self-hosted, open-source WebRTC video conferencing platform, offering fast, secure, and private real-time communication via direct peer-to-peer connections. Deployable in minutes, it stands out with an extensive integrated feature set including whiteboard, YouTube player, file sharing, polling, and flexible P2P/SFU modes, all under your control with unlimited rooms and no time limits.
  • mediumreadme#2
    Add a 'Why MiroTalk P2P?' section to highlight benefits

    Why:

    COPY-PASTE FIX
    Add a new section, ideally after the initial introduction, with a heading like `## Why MiroTalk P2P?` followed by bullet points detailing key benefits and features:

```markdown
## Why MiroTalk P2P?
*   **Self-Hosted & Private:** Full control over your data and infrastructure with end-to-end privacy.
*   **Feature-Rich:** Includes whiteboard, YouTube player, file sharing, polling, screen sharing, and more.
*   **Flexible Architecture:** Supports both Peer-to-Peer (P2P) for direct connections and SFU (Selective Forwarding Unit) for larger meetings.
*   **High Performance:** Up to 8K, 60fps video quality.
*   **Easy Deployment:** Get started in minutes with Docker.
```
  • lowreadme#3
    Explicitly mention Docker in deployment instructions

    Why:

    CURRENT
    Deploy on your own server in minutes.
    COPY-PASTE FIX
    Ensure your 'Getting Started' or 'Self-Hosting' section prominently features Docker as the primary deployment method, e.g., 'To get started quickly, deploy MiroTalk P2P using our official Docker image.'

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 miroslavpejic85/mirotalk
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
jitsi/jitsi-meet
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. jitsi/jitsi-meet · recommended 2×
  2. bigbluebutton/bigbluebutton · recommended 1×
  3. nextcloud/spreed · recommended 1×
  4. mattermost/mattermost-server · recommended 1×
  5. element-hq/element-web · recommended 1×
  • CATEGORY QUERY
    How can I set up a private, self-hosted WebRTC video conferencing solution securely?
    you: not recommended
    AI recommended (in order):
    1. Jitsi Meet (jitsi/jitsi-meet)
    2. BigBlueButton (bigbluebutton/bigbluebutton)
    3. Nextcloud Talk (nextcloud/spreed)
    4. Mattermost (mattermost/mattermost-server)
    5. Element (element-hq/element-web)
    6. OpenVidu (OpenVidu/openvidu)
    7. Mediasoup (versatica/mediasoup)
    8. Janus Gateway (meetecho/janus-gateway)

    AI recommended 8 alternatives but never named miroslavpejic85/mirotalk. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source, peer-to-peer video chat platform deployable with Docker.
    you: not recommended
    AI recommended (in order):
    1. Jitsi Meet (jitsi/jitsi-meet)
    2. SimpleWebRTC
    3. Mediasoup
    4. Kurento Media Server
    5. PeerJS
    6. peerjs-server
    7. BigBlueButton
    8. Matrix
    9. Element
    10. Synapse

    AI recommended 10 alternatives but never named miroslavpejic85/mirotalk. 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 miroslavpejic85/mirotalk?
    pass
    AI named miroslavpejic85/mirotalk explicitly

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

  • If a team adopts miroslavpejic85/mirotalk in production, what risks or prerequisites should they evaluate first?
    pass
    AI named miroslavpejic85/mirotalk 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 miroslavpejic85/mirotalk solve, and who is the primary audience?
    pass
    AI named miroslavpejic85/mirotalk explicitly

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

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miroslavpejic85/mirotalk — 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