nguyenphp/antigravity-marketing/programmatic-seo

Phase 0: Programmatic SEO Feasibility Index (Required)

Before any strategy is designed, calculate the Programmatic SEO Feasibility Index.

Purpose

The Feasibility Index answers one question:

Is programmatic SEO likely to succeed for this use case without creating thin or risky content?

🔢 Programmatic SEO Feasibility Index

Total Score: 0–100

This is a diagnostic score, not a vanity metric. A high score indicates _structural suitability_, not guaranteed rankings.

Scoring Categories & Weights

Category Definitions & Scoring

1. Search Pattern Validity (0–20)

• Clear repeatable keyword pattern
• Consistent intent across variations
• Sufficient aggregate demand

Red flags: isolated keywords, forced permutations

2. Unique Value per Page (0–25)

• Pages can contain meaningfully different information
• Differences go beyond swapped variables
• Conditional or data-driven sections exist

This is the single most important factor.

3. Data Availability & Quality (0–20)

• Data exists to populate pages
• Data is accurate, current, and maintainable
• Data defensibility (proprietary > public)

4. Search Intent Alignment (0–15)

• Pages fully satisfy intent (informational, local, comparison, etc.)
• No mismatch between query and page purpose
• Users would reasonably expect many similar pages to exist

5. Competitive Feasibility (0–10)

• Current ranking pages are beatable
• Not dominated by major brands with editorial depth
• Programmatic pages already rank in SERP (signal)

6. Operational Sustainability (0–10)

• Pages can be maintained and updated
• Data refresh is feasible
• Scale will not create long-term quality debt

Feasibility Bands (Required)

If the verdict is Do Not Proceed, stop and recommend alternatives.

Phase 1: Context & Opportunity Assessment

(Only proceed if Feasibility Index ≥ 65)

1. Business Context

• Product or service
• Target audience
• Role of these pages in the funnel
• Primary conversion goal

2. Search Opportunity

• Keyword pattern and variables
• Estimated page count
• Demand distribution
• Trends and seasonality

3. Competitive Landscape

• Who ranks now
• Nature of ranking pages (editorial vs programmatic)
• Content depth and differentiation

Core Principles (Non-Negotiable)

1. Page-Level Justification

Every page must be able to answer:

“Why does this page deserve to exist separately?”

If the answer is unclear, the page should not be indexed.

2. Data Defensibility Hierarchy

1. Proprietary
2. Product-derived
3. User-generated
4. Licensed (exclusive)
5. Public (weakest)

Weaker data requires stronger editorial value.

3. URL & Architecture Discipline

• Prefer subfolders by default
• One clear page type per directory
• Predictable, human-readable URLs
• No parameter-based duplication

4. Intent Completeness

Each page must fully satisfy the intent behind its pattern:

• Informational
• Comparative
• Local
• Transactional

Partial answers at scale are high risk.

5. Quality at Scale

Scaling pages does not lower the bar for quality.

100 excellent pages > 10,000 weak ones.

6. Penalty & Suppression Avoidance

Avoid:

• Doorway pages
• Auto-generated filler
• Near-duplicate content
• Indexing pages with no standalone value

The 12 Programmatic SEO Playbooks

_(Strategic patterns, not guaranteed wins)_

1. Templates
2. Curation
3. Conversions
4. Comparisons
5. Examples
6. Locations
7. Personas
8. Integrations
9. Glossary
10. Translations
11. Directories
12. Profiles

Only use playbooks supported by data + intent + feasibility score.

Phase 2: Page System Design

1. Keyword Pattern Definition

• Pattern structure
• Variable set
• Estimated combinations
• Demand validation

2. Data Model

• Required fields
• Data sources
• Update frequency
• Missing-data handling

3. Template Specification

• Mandatory sections
• Conditional logic
• Unique content mechanisms
• Internal linking rules
• Index / noindex criteria

Phase 3: Indexation & Scale Control

Indexation Rules

• Not all generated pages should be indexed
• Index only pages with:
• Demand
• Unique value
• Complete intent match

Crawl Management

• Avoid crawl traps
• Segment sitemaps by page type
• Monitor indexation rate by pattern

Quality Gates (Mandatory)

Pre-Index Checklist

• Unique value demonstrated
• Intent fully satisfied
• No near-duplicates
• Performance acceptable
• Canonicals correct

Kill Switch Criteria

If triggered, halt indexing or roll back:

• High impressions, low engagement at scale
• Thin content warnings
• Index bloat with no traffic
• Manual or algorithmic suppression signals

Output Format (Required)

Programmatic SEO Strategy

Feasibility Index

• Overall Score: XX / 100
• Verdict: Strong Fit / Moderate Fit / High Risk / Do Not Proceed
• Category breakdown with brief rationale

Opportunity Summary

• Keyword pattern
• Estimated scale
• Competition overview

Page System Design

• URL pattern
• Data requirements
• Template outline
• Indexation rules

Risks & Mitigations

• Thin content risk
• Data quality risk
• Crawl/indexation risk

Related Skills

• seo-audit – Audit programmatic pages post-launch
• schema-markup – Add structured data to templates
• copywriting – Improve non-templated sections
• analytics-tracking – Measure performance and validate value