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#SEOData

Programmatic SEO and AI Content Systems

Thousands of search-optimized pages, generated and kept fresh automatically.

model: custom scope & deployment · contact for quote

~/telemetry/spec
Running
page_engine
nextjs · astro
content
ai_unique_checked
structured_data
schema_validated
indexing
sitemap_automated
Node health0%
○ waitingmeasuring...

~/scope

6 capability modules
01#POOL

Data sourcing

Inventory, catalogs or public datasets cleaned into page-ready records.

  • ETL
  • Dedup
  • Normalization
02#SEO

Templated page generation

Thousands of fast pages from one template, each with unique URLs and internal links.

  • Versioning
  • Pagination
  • Previews
03#CONTENT

AI-written unique content

Every page gets distinct copy with quality checks, no thin duplicates.

  • Structured output
  • Evaluation
  • Freshness
04#SCHEMA

Schema markup

Valid structured data per page type, tested before deploy.

  • Schema
  • Validation
  • Contract tests
05#CADENCE

Sitemap and indexing automation

Sitemaps split and submitted, internal links keep crawlers moving.

  • Cron
  • Delivery
  • Run logs
06#SYNC

Freshness loops

Prices, availability and stats refresh on schedule so pages stay accurate.

  • Incremental runs
  • Diffing
  • Checkpoints

~/stack

all runtimes production-validated

FOUNDATION

Next.jsAstroTypeScript

REASONING

OpenAIClaudeStructured output

FRAMEWORK

Page templatesSitemapsSchema.org

STATE CONTROL

SupabasePostgreSQLQueues

BACKEND CORE

Edge cachingSchedulersWebhooks

~/process

4-stage execution pipeline
  1. 01SCOPE

    Data sources, page types and ranking targets.

    output:SEO blueprint
  2. 02ARCHITECT

    Templates, content rules and crawl budget plan.

    output:Page architecture
  3. 03EXECUTE

    Generate, validate and publish in batches.

    output:Indexed pages
  4. 04HARDEN

    Monitoring, refresh loops and quality gates.

    output:Growth dashboard

~/work-case-study

linked to live /work routes
~/work/20labFresh catalog content

20Lab

Catalog data kept fresh and structured across storefronts, ready for search and sync.

LiveStorefronts synced
99.9%Uptime
24/7Pipeline
Next.jsSupabasePython
~/action
0+
Years shipping
0+
Products launched
0K+
Users reached
0%
Uptime mindset