AI Marketing Engine

Input

Product document, URL, or business directory

→

4 sessions · 7 phases · 30+ agents

→

Output

Complete marketing system + deployed showcase website

Session 1 Research & Strategy

Deep market intelligence gathering and strategic foundation — 3 phases, 7 agents

Phase 0 Product Intelligence Extraction

Sequential

📋

Product Brief Extractor

general-purpose agent

Reads the product document and extracts a structured brief: product name, category, business model, value proposition, target users, key features, pricing, competitive context, and current stage.

product_brief.md

◆ Gate 0 → 1 — Brief validated

Phase 1 Market Research

4 Agents in Parallel

Four specialized research agents work simultaneously, each analyzing a different dimension of the market.

👤

User Avatar Analysis

general-purpose agent

Creates 2-4 detailed buyer personas with pain points, objections, buying triggers, and awareness levels.

Schwartz Awareness Scale avatars.md

⚔

Competitive Intelligence

marketing-competitive-intel

Discovers 5-8 competitors via web search. Builds positioning maps, feature matrices, and identifies messaging gaps.

Positioning Map Web Search competitive_landscape.md

💬

Voice of Customer Mining

marketing-voc-researcher

Mines Reddit, X, forums, G2, Capterra for real customer language. Builds a swipe file of power phrases, pain quotes, and objections.

Emotional Triggers Reddit / G2 / Forums voice_of_customer.md

📡

Channel & Platform Analysis

marketing-paid-ads-specialist

Identifies 3-5 highest-ROI channels with estimated CPM/CPA, content formats, and 90-day volume recommendations.

Ad Library Research channel_analysis.md

◆ Gate 1 → 2 — 4 research docs validated

Phase 2 Strategy & Messaging

Sequential — 3 Agents

Three strategy agents work sequentially, each building on the research and the output of the previous agent.

🎯

Brand Positioning & Messaging

marketing-brand-strategist

Positioning statement, brand archetype, 3-tier messaging hierarchy, differentiators with proof points, taglines, and tone of voice guidelines.

Brand Archetype Cialdini positioning.md

🛠

Funnel Architecture

marketing-funnel-architect

Full funnel map (awareness → referral), lead magnet recommendations, email sequence structure, avatar-to-entry-point mapping, viral loops.

pricing-strategy Full Funnel Design funnel_architecture.md

🚀

Social Growth Strategy

marketing-social-media-manager

Per-platform growth playbooks, follower-to-subscriber conversion, content pillars, posting cadence, creator collaboration strategy, KPIs.

social_growth_strategy.md

◆ Gate 2 → 3 — Strategy docs validated

↻ Session Handoff — New context window

Session 2 Asset Creation & Review

Produces all marketing copy, then runs a 3-layer quality review — 3 phases, 10 agents

Phase 3 Copy & Content Creation

7 Agents — Batched Parallel

Seven creation agents run in parallel batches (3 + 2 + 2). Each reads all research and strategy, writes copy using VoC language and avatar-specific messaging.

📄

Landing Page Copywriter

marketing-web-copywriter

Full landing page copy (hero, problem, solution, features, 15+ FAQ, CTA), pricing page, competitor comparison pages.

landing_pages/

📢

Ad Copy Strategist

marketing-paid-ads-specialist

5 ad variations per avatar per platform. Creative briefs with visual direction, targeting specs, and A/B test plans.

ads/

✉

Email Sequence Writer

marketing-email-specialist

4 full sequences: Welcome (5-7), Nurture (5-7), Sales (5-7), Re-engagement (3-5). Each with subject line A/B variants.

emails/

📷

Social Content Producer

marketing-content-creator

30-day content calendar, 10 long-form outlines, repurposing matrix. Per-platform hooks, hashtags, and format specs.

social_content/

💼

Sales Enablement

marketing-copywriter

One-pager, 20+ FAQ with objection handling, case study template, elevator pitches (15s, 30s, 60s).

sales_enablement/

🎁

Lead Magnet Builder

lead-magnet-builder skill

Selects lead magnet type, writes all content, opt-in page copy, thank-you page, delivery email, and follow-up sequence.

lead-magnet-builder lead_magnet/

🔎

SEO Strategist

programmatic-seo + schema-markup

Keyword map, on-page SEO specs, schema recommendations, 5 buyer-intent blog outlines, internal linking plan.

programmatic-seo schema-markup seo/

◆ Gate 3 → 4 — All 7 asset directories validated

Phase 4 Triple-Layer Quality Review

Sequential — 4 Agents

Three specialized reviewers audit every asset. Then a fix agent applies all changes directly to the source files.

🎨

Creative Director Review

marketing-creative-director

Scores hook strength, emotional impact, and scroll-stopping power. Flags generic or off-brand copy with rewrite recommendations.

Hook Scoring creative_review.md

🧠

Persuasion Audit

marketing-persuasion-analyst

Audits all assets against Cialdini's 6 principles. Scores 1-10, rewrites anything below 7.

Cialdini's 6 Principles persuasion_audit.md

📈

CRO Audit

marketing-cro-analyst

Identifies top 5 conversion leaks: form friction, CTA clarity, trust signals, load implications. Prioritized A/B test recommendations.

Conversion Friction Analysis cro_audit.md

🔧

Auto-Fix Agent

general-purpose agent

Reads all 3 review outputs and applies critical/high fixes directly to asset files. Logs every change to a changelog.

changelog.md

Phase 5 Launch Planning

Sequential — 3 Agents

📅

90-Day Launch Roadmap

marketing-strategist

Pre-launch, launch week, post-launch sustain. Week-by-week calendar with channel activation sequence and budget allocation.

launch-strategy launch_plan.md

📊

Analytics & Measurement Plan

analytics-tracking skill

UTM naming conventions, conversion events per funnel stage, KPIs per channel, attribution model, dashboard structure.

analytics-tracking analytics_plan.md

📋

Asset Index Generator

general-purpose agent

Master checklist of every asset created, organized by type, with file paths and status.

ASSET_INDEX.md

◆ Gate 5 → 6 — Launch plan + analytics validated

↻ Session Handoff — New context window

Session 3 Asset Production

Converts all copy into production-ready files: HTML pages, generated images, PDFs, and email templates — 1 phase, 7 agents

Phase 6A Brand Assets & Cost Estimation

Sequential — Blocks all production

🎨

Brand Asset Collector & Cost Estimator

general-purpose + user interaction

Collects logo, screenshots, colors, fonts, headshots from user. Estimates Gemini image generation costs across two tiers. Requires user approval before proceeding.

Gemini API cost-tracking brand_assets/manifest.md

Cost Tiers

Premium (~$0.05/img): Hero images, primary ad creatives, key visuals

Standard (~$0.02/img): Social graphics, secondary ads, illustrations

◆ User Approval — Cost estimate approved

Phase 6B-G Production Pipeline

6 Agents in Parallel

Six production agents transform copy into real-world assets simultaneously.

🌐

Landing Page Builder

frontend-web-design agent

Responsive HTML pages with Alpine.js + Tailwind CDN. Brand-styled, self-contained, viewable by double-clicking.

saas-sales-page frontend-design ds-animation Gemini HTML files

🎨

Ad Creative Generator

general-purpose agent

AI-generated images at platform-specific dimensions: Facebook, Instagram, Google Display, LinkedIn, X, Reddit.

generate_marketing_image.py Gemini 30-80 images

🎁

Lead Magnet Producer

pdf skill + ds-accessibility

Professional PDF with brand styling, opt-in HTML page, thank-you page. WCAG-compliant forms.

pdf ds-accessibility Gemini PDF + HTML pages

✉

Email Template Renderer

implementation-quick agent

Browser-viewable HTML email previews. Brand header, styled CTAs, merge tag chips, plain-text versions.

20+ HTML emails

📷

Social Graphics Generator

general-purpose agent

AI-generated visuals for the 30-day calendar: post images, carousel slides, quote graphics with brand watermark.

generate_marketing_image.py Gemini 15-30 images

💼

Sales Collateral Producer

pdf skill

Professional PDFs: one-pager, FAQ doc, case study template, elevator pitch cards. Print-ready, brand-styled.

pdf PDF files

◆ Gate 6 → 7 — All production assets validated

↻ Session Handoff — New context window

Session 4 Showcase Build & Deploy

Builds and deploys a standalone web application showcasing the entire marketing system — 1 phase, 10+ agents

Phase 7A Data Architecture

Sequential

🗂

JSON Schema Architect

general-purpose agent

Transforms all Phase 1-5 markdown outputs into 13 structured JSON data files. Stages images into showcase directory. Injects brand colors as CSS custom properties.

13 JSON files Image staging Brand CSS vars

Data Files

avatars.json, competitors.json, voc_data.json, channels.json

strategy.json, funnel.json, analytics.json

ads.json, emails.json, social_calendar.json

launch_plan.json, seo_data.json, assets_detail.json

Phase 7B Standalone Asset Pages

Sequential

📃

Asset Page Builder

implementation-quick agent

Self-contained HTML pages for each major asset: landing page, interactive calculator/lead magnet, one-pager, competitor battle cards. Each links back to the showcase.

pages/landing-page.html pages/calculator.html pages/one-pager.html pages/battle-cards.html

Phase 7C Showcase Shell & Dashboard

Sequential — Foundation for 7D-7H

💻

Dashboard Architect

frontend-web-design agent

Builds the showcase SPA shell: sidebar navigation (7 sections), dashboard with summary cards and funnel visualization, global slide-over detail panel system (14 template types), responsive dark theme with brand accents. References 965+ design screenshots for visual quality.

claude-design-skill-main frontend-design Linear/Notion/Stripe Aesthetic index.html

◆ Gate 7A-C — Shell + data architecture validated

Phase 7D-H Showcase Sections

5 Agents in Parallel

Five frontend agents build the showcase sections simultaneously, each populating their section with real data from the JSON files.

🔍

Research Hub

frontend-web-design agent

Competitive landscape cards, VoC quote browser with filters, channel analysis rankings. All cards open detail panels.

Competitor cards VoC browser Channel ranking

📢

Ad Studio

frontend-web-design + implementation

7 pixel-accurate platform emulators (Google, Facebook, Instagram Feed/Story, LinkedIn, X, Reddit). Avatar filter, variation browser, copy inspector.

7 ad emulators Interactive filters

📁

Asset Library

frontend-web-design agent

6-tab browser: Landing Pages, Emails (with full body preview), Social Content (calendar + grid views), Lead Magnets, Sales Enablement, SEO.

6 asset tabs Email reader Calendar view

🎯

Brand & Strategy

frontend-web-design agent

Positioning statement hero, brand archetype badge, messaging hierarchy tree, voice guidelines (do/don't cards), funnel diagram.

Positioning hero Funnel diagram

📅

Launch & Analytics

frontend-web-design agent

Phase-filtered task list, budget doughnut chart (Chart.js), tracking plan table, KPI targets, UTM conventions, attribution model.

Chart.js Launch timeline Analytics dashboard

Phase 7I Review & Polish

Sequential

🔎

Code Review & QA

code-review agent

Full code review, functional testing of every click interaction, WCAG 2.2 accessibility audit, responsive testing, Alpine.js error checking. Fixes all issues before deployment.

webapp-testing ds-accessibility web-design-guidelines

◆ Gate 7I — Pre-deploy validation passed

Phase 7J Deploy

Sequential

🚀

Deployment

Bash execution

Deploys to Cloudflare Pages (primary) or Vercel (fallback). Production URL goes live immediately.

wrangler pages deploy deploy_showcase.py Cloudflare Pages

Live Showcase Website

Complete marketing system — browsable, shareable, ready to present

https://{product-name}-marketing.pages.dev

By the Numbers

Research Docs

Product brief, avatars, competitive intel, VoC, channels, positioning, funnel

20+

Email Sequences

Welcome, nurture, sales, and re-engagement — each with A/B subject lines

Days of Content

Platform-specific social posts with hooks, hashtags, and visuals

15+

Ad Variations

Per-avatar, per-platform ads with targeting specs and creative briefs

50-100

Generated Images

AI-generated visuals for ads, social, landing pages, and lead magnets

HTML Pages

Landing page, opt-in, thank-you, one-pager, battle cards

Ad Emulators

Pixel-accurate previews for Google, Facebook, Instagram, LinkedIn, X, Reddit

Live Website

Deployed showcase with interactive dashboard, all assets browsable

Domain Expertise Applied

lead-magnet-builder programmatic-seo schema-markup launch-strategy analytics-tracking pricing-strategy saas-sales-page frontend-design ds-animation ds-accessibility webapp-testing web-design-guidelines claude-design-skill-main cost-tracking pdf Schwartz Awareness Scale Cialdini's 6 Principles Brand Archetype Conversion Friction Analysis Hook Scoring Full Funnel Design WCAG 2.2

Specialized AI Agents

marketing-competitive-intel marketing-voc-researcher marketing-paid-ads-specialist marketing-brand-strategist marketing-funnel-architect marketing-social-media-manager marketing-web-copywriter marketing-email-specialist marketing-content-creator marketing-copywriter marketing-creative-director marketing-persuasion-analyst marketing-cro-analyst marketing-strategist frontend-web-design implementation-quick code-review