How Content Is Generated (Brief UI Mockup)

High-level flow only: phases, orchestration, and where quality improves. No backend logic in this screen.

Phase 1 — Inputs & Strategy

  • Brand + Topic + Keywords Gather business context, target query, audience, and market.
  • SERP + Competitor Snapshot Understand what already ranks and the structure users expect.
  • Content Goal Setup Set article type, target length, tone, readability, and intent.

Phase 2 — Generation Core

  • Research Build Compile facts, entities, angles, and references for the draft.
  • Outline Build Create H2/H3 hierarchy covering core and missed competitor gaps.
  • Draft + Rewrite Passes Write sections, then improve clarity and human tone.

Phase 3 — Quality + Distribution Readiness

  • On-Page Optimization AEO/GEO checks, internal links, schema blocks, and metadata.
  • Conversion Layer Contextual CTA insertion aligned with article intent and stage.
  • Final Delivery Produce final markdown/html-ready article with audit summary.

Pipeline Orchestration (UI View)

Control Lane

Queue Run Track Status Retry Failed Step Finalize Output

This lane shows run lifecycle from request to completed output.

Execution Lane

Research Outline Draft Humanize Readability Internal Links AEO GEO Schema + Meta CTA Inject

Each chip represents a visible stage in generation progress.

What To Improve Next (Priority)

Improve research depth per intent Stronger outline gap coverage Fact consistency checks before finalize More transparent per-step quality score Versioned prompt presets by niche

Goal: raise trust, topical authority, and conversion quality without increasing complexity for the user.