30x Seo Programmatic

Programmatic SEO Analysis & Planning

Build and audit SEO pages generated at scale from structured data sources. Enforces quality gates to prevent thin content penalties and index bloat.

Data Source Assessment

Evaluate the data powering programmatic pages:

• CSV/JSON files: Row count, column uniqueness, missing values
• API endpoints: Response structure, data freshness, rate limits
• Database queries: Record count, field completeness, update frequency
• Data quality checks:
• Each record must have enough unique attributes to generate distinct content
• Flag duplicate or near-duplicate records (>80% field overlap)
• Verify data freshness — stale data produces stale pages

Template Engine Planning

Design templates that produce unique, valuable pages:

• Variable injection points: Title, H1, body sections, meta description, schema
• Content blocks: Static (shared across pages) vs dynamic (unique per page)
• Conditional logic: Show/hide sections based on data availability
• Supplementary content: Related items, contextual tips, user-generated content
• Template review checklist:
• Each page must read as a standalone, valuable resource
• No "mad-libs" patterns (just swapping city/product names in identical text)
• Dynamic sections must add genuine information, not just keyword variations

URL Pattern Strategy

Common Patterns

• /tools/[tool-name] — Tool/product directory pages
• /[city]/[service] — Location + service pages
• /integrations/[platform] — Integration landing pages
• /glossary/[term] — Definition/reference pages
• /templates/[template-name] — Downloadable template pages

URL Rules

• Lowercase, hyphenated slugs derived from data
• Logical hierarchy reflecting site architecture
• No duplicate slugs — enforce uniqueness at generation time
• Keep URLs under 100 characters
• No query parameters for primary content URLs
• Consistent trailing slash usage (match existing site pattern)

Internal Linking Automation

• Hub/spoke model: Category hub pages linking to individual programmatic pages
• Related items: Auto-link to 3-5 related pages based on data attributes
• Breadcrumbs: Generate BreadcrumbList schema from URL hierarchy
• Cross-linking: Link between programmatic pages sharing attributes (same category, same city, same feature)
• Anchor text: Use descriptive, varied anchor text — avoid exact-match keyword repetition
• Link density: 3-5 internal links per 1000 words (match seo-content guidelines)

Thin Content Safeguards

Quality Gates

| Metric | Threshold | Action | |--------|-----------|--------| | Pages without content review | 100+ | ⚠️ WARNING — require content audit before publishing | | Pages without justification | 500+ | 🛑 HARD STOP — require explicit user approval and thin content audit | | Unique content per page | Recommendation: The WARNING gate at `60% of content is shared template boilerplate

Uniqueness Calculation

Unique content % = (words unique to this page) / (total words on page) × 100

Measure against all other pages in the programmatic set. Shared headers, footers, and navigation are excluded from the calculation. Template boilerplate text IS included.

Canonical Strategy

• Every programmatic page must have a self-referencing canonical tag
• Parameter variations (sort, filter, pagination) canonical to the base URL
• Paginated series: canonical to page 1 or use rel=next/prev
• If programmatic pages overlap with manual pages, the manual page is canonical
• No canonical to a different domain unless intentional cross-domain setup

Sitemap Integration

• Auto-generate sitemap entries for all programmatic pages
• Split at 50,000 URLs per sitemap file (protocol limit)
• Use sitemap index if multiple sitemap files needed
• `` reflects actual data update timestamp (not generation time)
• Exclude noindexed programmatic pages from sitemap
• Register sitemap in robots.txt
• Update sitemap dynamically as new records are added to data source

Index Bloat Prevention

• Noindex low-value pages: Pages that don't meet quality gates
• Pagination: Noindex paginated results beyond page 1 (or use rel=next/prev)
• Faceted navigation: Noindex filtered views, canonical to base category
• Crawl budget: For sites with >10k programmatic pages, monitor crawl stats in Search Console
• Thin page consolidation: Merge records with insufficient data into aggregated pages
• Regular audits: Monthly review of indexed page count vs intended count

Output

Programmatic SEO Score: XX/100

Assessment Summary

| Category | Status | Score | |----------|--------|-------| | Data Quality | ✅/⚠️/❌ | XX/100 | | Template Uniqueness | ✅/⚠️/❌ | XX/100 | | URL Structure | ✅/⚠️/❌ | XX/100 | | Internal Linking | ✅/⚠️/❌ | XX/100 | | Thin Content Risk | ✅/⚠️/❌ | XX/100 | | Index Management | ✅/⚠️/❌ | XX/100 |

Critical Issues (fix immediately)

High Priority (fix within 1 week)

Medium Priority (fix within 1 month)

Low Priority (backlog)

Recommendations

• Data source improvements
• Template modifications
• URL pattern adjustments
• Quality gate compliance actions

[PROTOCOL]: Update this header on changes, then check CLAUDE.md

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: norahe0304-art
• Source: norahe0304-art/30x-seo
• License: MIT

Install and usage instructions live in the source repository linked above.