59 Agents. 8 Phases. 60 Minutes.

From "I need a website" to a live, SEO-optimized, performance-tested site. Here is exactly what happens inside Darwin's brain.

454 intelligence modules. 4,831 neural pathways. Zero human intervention.

0

Phase 0: Auto-Research

~10s

Before a single word is written, Darwin assesses what it knows about your industry. If there are gaps, it runs real-time research to fill them. It also pulls current-year design trends so your site looks modern, not dated.

  • Industry knowledge assessment
  • Competitor landscape scan
  • Current-year design trend research
  • Keyword opportunity identification
1

Phase 1: Research

7 agents~15s

Seven research agents work in parallel. They analyze your competitors, find what keywords people use to find businesses like yours, study your reviews, and assess the local market. This intelligence shapes everything that follows.

  • Competitor website analysis
  • Keyword research (search volume + intent)
  • Review sentiment mining
  • Local market positioning
  • Vibe coding (lifestyle/aesthetic scoring)
2

Phase 2: Content

7 agents~20s

Content agents write your homepage, services, about page, and FAQ. They use industry-specific language that converts. Each piece of copy goes through self-critique: the AI scores its own work and rewrites anything below quality threshold.

  • SEO-optimized homepage copy
  • Service page descriptions
  • About page with brand story
  • FAQ with real customer questions
  • Meta tags and schema markup
  • Self-critique: 3 passes, threshold 70/100
3

Phase 3: Design

8 agents~15s

Design agents select layouts, color schemes, typography, and trust signal placement based on what works for your industry. A plumber site looks different from a dental practice because Darwin learned what converts for each.

  • Layout selection (industry-optimized)
  • Color scheme and typography
  • Trust signal placement (reviews, badges)
  • Hero design with conversion focus
  • Mobile-first responsive layout
4

Phase 4: Build + SEO

16 agents~30s

Code generation and SEO agents work in parallel. They generate clean code, full structured data for Google rich results, AI search optimization content, and voice search markup. Every site gets a complete schema suite.

  • Clean, performant code generation
  • 6-type JSON-LD schema suite (LocalBusiness, Service, FAQ, HowTo, Speakable, Breadcrumb)
  • AI search optimization (AIO content blocks for ChatGPT, Perplexity, Claude)
  • Voice search markup (SpeakableSpecification for Google Assistant, Alexa, Siri)
  • Internal linking intelligence
  • SEO quality gate (blocks deploy if score < 60)
  • Image optimization pipeline
  • Accessibility (WCAG AA)
5

Phase 5: Polish + QC

8 agents~15s

Quality assurance agents check everything. PageSpeed scores, accessibility compliance, SEO validation, and cross-device testing. If anything fails, the build reroutes back to fix it. After siteContent is saved, a post-build QC auto-corrector validates and fixes any remaining gaps.

  • PageSpeed optimization (target: 95+)
  • Accessibility auto-fix (target: 100)
  • Performance auto-fix (code-level corrections)
  • Post-build QC: auto-corrects missing OG images, alt text, meta tags
  • Post-build QC: generates AIO content block if missing
  • Quality gate: reroutes if score < 80
6

Phase 6: Ship

4 agents~10s

Deploy agents push your site live with SSL, CDN, and analytics. They submit it to search engines via IndexNow for fast indexing and generate AI discovery files so ChatGPT, Claude, and Perplexity can cite your business accurately.

  • Edge deployment with SSL
  • Analytics and tracking setup
  • IndexNow search engine submission
  • AI discovery file (llms.txt) for ChatGPT, Claude, Perplexity
  • robots.txt with AI crawler directives
7

Phase 7: Testing

21 agents~20s

The largest phase. 21 automated QA agents verify every aspect: links, forms, images, schema, performance, accessibility, and more. This is the safety net that catches anything the build pipeline missed.

  • Link verification (zero broken links)
  • Form functionality testing
  • Image loading and optimization check
  • Schema validation
  • Final PageSpeed verification

Then Darwin Keeps Working

Most builders stop when the site goes live. Darwin monitors performance, learns from visitor behavior, and improves your site every month. The 1st site you build gets updated with everything Darwin learns from the next 99.

Weekly

Performance analysis, skill extraction, prompt evolution. Darwin gets measurably better every week.

Monthly

SEO trend updates, competitor re-analysis, content improvements based on what is converting.

Quarterly

Design trend refresh, full industry research update, year-aware styling adjustments.

Coming Q2 2026

The Next Evolution: Hybrid Intelligence

We are moving Darwin beyond the cloud. Our upcoming update introduces a distributed neural network that leverages high-performance local hardware.

🔒

100% Private Research

By moving routine intelligence and research swarms to local Apple Silicon hardware, sensitive business data never leaves your infrastructure. 100% privacy, by design.

⚡

Zero Marginal Cost

Using local 32B models for background heartbeats and routine turns eliminates per-token API costs, allowing Darwin to work for you 24/7 at zero additional expense.

Built for Apple M4 Neural Engine • Distributed Learning • $1.5B Local AI Opportunity

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