Pseo Strategy

Programmatic SEO (pSEO)

Overview

Programmatic SEO generates hundreds or thousands of pages from templates and data, targeting long-tail keywords at scale. "[Category] for [Industry]", "[Integration] + [Integration]", "[City] [Service]" — these patterns can generate massive organic traffic when done right, and penalties when done wrong.

Authoritative Foundations

• Google Search Central — Spam policies (scaled content abuse) — Pages generated at scale must give each query unique value; mass-produced pages written mainly to rank violate policy.
• Google Search Central — Crawl budget for large sites — Control indexation with sitemaps, canonicals, and noindex for thin variants so crawl budget goes to the pages that matter.
• Ahrefs — Programmatic SEO — Find repeatable keyword patterns with real demand, and back each template with a dataset that makes every page different.

When to Use

• "Build programmatic SEO"
• "pSEO strategy"
• "Scale content with templates"
• "Generate landing pages at scale"

Step-by-Step Process

Phase 1: pSEO Pattern Identification

Find patterns where template + data = unique valuable page:

Valid patterns:

• "[Integration A] + [Integration B]" — 100 integrations → 10,000 potential pages
• "[Category] for [Industry]" — 10 categories × 20 industries = 200 pages
• "[Job Title] [Metric] Benchmarks" — 20 titles × 5 metrics = 100 pages
• "[Tool] vs [Tool]" — 20 tools → 190 comparison pages
• "Best [Category] for [Use Case]" — same math

Invalid patterns (will get penalized):

• Thin content with no unique value
• Near-duplicate pages with only city/name swapped
• Auto-generated text without data
• Pages that don't answer a real search query

Phase 2: Data Source Assembly

Each pSEO page needs real data:

• Internal data: Your product usage data, customer data (anonymized), benchmarks
• API data: Enrichment APIs, directories, databases
• Public data: Government datasets, industry reports, open data
• Scraped data: Competitor data, pricing, reviews (legal and ethical scraping only)

Phase 3: Template Design

Build a content template with:

• Unique data fields: What changes per page (industry name, integration name, etc.)
• Static content: What stays the same (product description, methodology, CTA)
• Dynamic content rules: "If industry = healthcare, mention HIPAA compliance. If industry = fintech, mention SOC2."
• Quality threshold: Minimum word count (500+), minimum data points (3+), unique value proposition per page

Phase 4: Indexation Strategy

Critical: not all pSEO pages should be indexed.

• Index: Pages that provide unique value, have real data, and target search queries with volume
• No-index: Pages with no search volume, thin content, or near-duplicate content
• Canonical: Pages that are variations of a primary page should canonical to the primary

Start with 20-50 pages. Measure. If they rank and convert, scale to 200-500. If they don't, fix the template before scaling.

Phase 5: Quality & Safety

• Human review: Every template gets human review before deployment. Every batch of generated pages gets spot-checked (10% sample).
• Factual accuracy: Data must be verifiable. No hallucinated statistics.
• Thin content prevention: Pages under 300 words get auto-no-indexed.
• Duplicate detection: Content similarity check before publishing.
• Gradual rollout: Deploy 10 pages → monitor 2 weeks → if no issues, deploy 50 → monitor 2 weeks → scale to full batch.

Output Format

pSEO strategy document with: pattern identification, data source inventory, template design, indexation rules, and quality control process.

Quality Check

Before delivering, verify:

• All required sections are complete
• Output matches the user's stated need
• Named frameworks are cited for key recommendations
• No vague claims — every recommendation has a specific action
• Deliverable is ready for operational use, not just conceptual

Common Pitfalls

1. Writing for search engines, not humans. Keyword-stuffed content that reads like a robot wrote it. Fix: write for your ICP first, optimize for search second.
2. Publishing and praying. Creating content without a distribution plan. Fix: every piece gets a 30-day promotion calendar across email, social, and paid.
3. Ignoring content freshness. 2-year-old content with outdated data and examples still ranking. Fix: quarterly content audit — update or retire stale pieces.

Implementation Depth

Use this section when the user asks for a finished asset, not a high-level explanation.

Diagnostic Questions

1. What is the primary motion: founder-led, sales-led, product-led, partner-led, or lifecycle-led?
2. Which ICP tier is the output for: small business, mid-market, enterprise, or mixed?
3. What proof is available today: customer stories, usage data, third-party validation, screenshots, or none?
4. What system will execute the work: CRM, sequencer, warehouse, support desk, product analytics, or manual workflow?
5. What decision will the user make from this output: launch, prioritize, route, rewrite, score, coach, or measure?

Framework Application

Map the recommendation explicitly to the named frameworks in this skill:

• Programmatic SEO Framework: apply only the part that directly improves the requested deliverable.
• Animalz Content Strategy: apply only the part that directly improves the requested deliverable.
• Google Search Central — SEO Starter Guide: apply only the part that directly improves the requested deliverable.

Deliverable Standard

A strong output from this skill includes:

• A crisp diagnosis of the current situation
• A recommended path with tradeoffs, not a generic list
• A concrete artifact the user can use immediately: table, script, checklist, scorecard, sequence, dashboard spec, or implementation plan
• A measurement plan with leading and lagging indicators
• Risks and edge cases called out before execution

Adaptation Rules

• For small business: reduce complexity, shorten time-to-value, and prioritize owner/operator clarity.
• For mid-market: include workflow ownership, handoffs, integrations, and enablement assets.
• For enterprise: include governance, risk, procurement, stakeholder mapping, and proof requirements.

Execution Artifacts

• references/framework-notes.md — Ahrefs pSEO patterns, Schwartz product-led gates, Pattern 25 routing
• templates/output-template.md — Deliverable shell for agent output
• scripts/check-output.py — Lightweight deliverable validator
• references/seo-strategy-playbook.md — Repo root: §5 programmatic SEO and thin-content gates
• the using-gtm-skills skill — Pattern 25: B2B SEO Stack (step 3)

Related Skills

• seo-strategy, aeo-strategy, content-marketing, list-building, data-enrichment-strategy