RRepoGEO

REPOGEO REPORT · LITE

steveseguin/social_stream

Default branch main · commit 7722be5a · scanned 7/1/2026, 8:32:02 AM

GitHub: 1,076 stars · 192 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
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 steveseguin/social_stream, 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
  • highabout#1
    Update GitHub repository description for clarity

    Why:

    CURRENT
    Consolidate your live social messaging streams and much more
    COPY-PASTE FIX
    A free, client-side chat management and overlay for live streamers, consolidating 120+ social messaging streams.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    live-streaming, chat-overlay, social-media, browser-extension, desktop-app, ai-moderation, content-creation, stream-management, vdo-ninja
  • mediumreadme#3
    Clarify primary audience and use case in README's 'What is' section

    Why:

    CURRENT
    Much more than just an overlay - Social Stream Ninja is a complete chat ecosystem available as either a browser extension or standalone desktop application.
    COPY-PASTE FIX
    Social Stream Ninja is a complete chat ecosystem designed for live streamers, content creators, and anyone looking to centralize and customize their real-time chat experience. Available as either a browser extension or standalone desktop application, it's much more than just an overlay.

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 steveseguin/social_stream
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Intercom
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Intercom · recommended 2×
  2. Zendesk Suite · recommended 1×
  3. Freshdesk Omnichannel · recommended 1×
  4. Hootsuite Inbox · recommended 1×
  5. Sprout Social Smart Inbox · recommended 1×
  • CATEGORY QUERY
    How can I unify and manage live chat streams from multiple social media platforms?
    you: not recommended
    AI recommended (in order):
    1. Zendesk Suite
    2. Intercom
    3. Freshdesk Omnichannel
    4. Hootsuite Inbox
    5. Sprout Social Smart Inbox
    6. ManyChat
    7. Crisp

    AI recommended 7 alternatives but never named steveseguin/social_stream. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools offer programmatic access to consolidated chat data across many social platforms?
    you: not recommended
    AI recommended (in order):
    1. OneSignal
    2. Braze
    3. Intercom
    4. Zendesk
    5. Salesforce Service Cloud
    6. HubSpot Service Hub
    7. Sprout Social
    8. Hootsuite
    9. Agorapulse
    10. Twilio Conversations API
    11. MessageBird
    12. Facebook Graph API
    13. Twitter API
    14. WhatsApp Business API

    AI recommended 14 alternatives but never named steveseguin/social_stream. 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 steveseguin/social_stream?
    pass
    AI named steveseguin/social_stream explicitly

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

  • If a team adopts steveseguin/social_stream in production, what risks or prerequisites should they evaluate first?
    pass
    AI named steveseguin/social_stream 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 steveseguin/social_stream solve, and who is the primary audience?
    pass
    AI named steveseguin/social_stream 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 steveseguin/social_stream. 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)
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steveseguin/social_stream — 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