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PrototypeOwn product / Oryol · AI / Social / Growth

SignalScout

Social intelligence for better conversations and focused growth.

A social intelligence and engagement system designed to identify promising conversations, score opportunities and help create better responses for X/Twitter growth.

Role
Founder, product owner and builder
Stage
Social intelligence pilot
Ownership
Oryol / own work
AIIllustrative system map
SignalScout
  1. 01Post intake
  2. 02Score
  3. 03Rank
  4. 04Response
  5. 05Engagement
Social intelligence pilot · Diagram of the documented direction

01 / Purpose

A social intelligence and engagement system designed to identify promising conversations, score opportunities and help create better responses for X/Twitter growth.

Intended audience

People managing focused conversations and growth on X/Twitter.

02 / The problem

Where the friction starts.

Consistent social growth depends on finding the right conversations, not posting into an undifferentiated stream.

03 / The system direction

A structure for the core loop.

A workflow for post intake, opportunity scoring, ranking, suggested responses and engagement analytics.

  1. 01Post intake
  2. 02Score
  3. 03Rank
  4. 04Response
  5. 05Engagement
Conceptual workflow drawn from the documented project scope.

04 / Product scope

What the system is designed to cover.

  • 01Post intake
  • 02Opportunity scoring
  • 03Ranking
  • 04Suggested responses
  • 05Engagement workflow
  • 06Analytics

05 / Technology & implementation

Foundations behind the work.

  • Cloudflare Workers
  • Hono
  • D1

Technologies and methods documented in the existing project record.

06 / Documented progress

Where the work stands.

Current milestone

Pilot environment validated

Next milestone

Expand scoring evidence and response workflow coverage

Pilot environment validated

PROTOTYPE / PILOT

07 / Status & limitations

Prototype

Prototype stage. The workflows describe the product direction and scope; they are not presented as a fully released product.

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