RRepoGEO

REPOGEO REPORT · LITE

steveseguin/social_stream

Default branch main · commit ad509626 · scanned 5/19/2026, 10:26:45 PM

GitHub: 1,049 stars · 182 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    social-media-aggregator, live-chat, chat-overlay, stream-management, browser-extension, desktop-app, api, ai-moderation, privacy-focused, open-source
  • highreadme#2
    Clarify target audience in README's opening description

    Why:

    CURRENT
    Consolidate, control, and customize your live social messaging streams - completely free
    COPY-PASTE FIX
    Consolidate, control, and customize your live social messaging streams for streamers, content creators, and individuals - completely free
  • mediumabout#3
    Update the repository's About description

    Why:

    CURRENT
    Consolidate your live social messaging streams and much more
    COPY-PASTE FIX
    A free, open-source chat ecosystem for streamers and individuals to consolidate, control, and customize live messages from 120+ social platforms.

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. ManyChat · recommended 2×
  3. Zendesk Suite · recommended 1×
  4. Freshdesk Omnichannel · recommended 1×
  5. Hootsuite Inbox · recommended 1×
  • CATEGORY QUERY
    How can I consolidate 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

    AI recommended 6 alternatives but never named steveseguin/social_stream. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools offer an API to programmatically control and integrate diverse social messaging platforms?
    you: not recommended
    AI recommended (in order):
    1. Twilio SendGrid
    2. MessageBird
    3. Vonage
    4. Sinch
    5. Gupshup
    6. ManyChat
    7. Intercom

    AI recommended 7 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