Programmatic SEO Templates and Data Validation
Get a reusable SEO page template, validated data schema, sample pages, and rollout gates that block thin or broken rows.
Before & after
Same prompt, same agent — the only difference is the skill.
You can create landing pages at scale by building a template and data structure. You'll need to define your page template with placeholders for dynamic content, then prepare a dataset with the variations you want to generate. Each page would follow the same structure but with different product comparisons and pricing data. The template should be flexible enough to handle different categories while maintaining brand consistency.
PROGRAMMATIC SEO OUTPUT
TEMPLATE: pricing-comparison-hub.html
<page>
<title>{{ software_type }} Pricing Comparison 2026</title>
<meta name='description'>{{ top_3_products }} pricing, features, and ROI. Side-by-side comparison for {{ target_buyer }}.
<h1>Best {{ software_type }} Tools for {{ use_case }}</h1>
<p>Compare {{ product_count }} platforms. Updated monthly.</p>
<comparison_table>
<row>
<product name='{{ product_1_name }}'>
<price>{{ product_1_price }}</price>
<users>{{ product_1_reviews }} reviews</users>
<standout>{{ product_1_best_for }}</standout>
<!-- repeat for top 5 products per category -->
</row>
</comparison_table>
<decision_matrix>
Scored on: pricing, ease-of-use, feature depth, support quality
Winner for {{ buyer_segment }}: {{ winning_product }}
</decision_matrix>
<faq>
Q: Which tool is cheapest?
Q: Best for teams under 10 people?
[Auto-populated from common search queries]
</faq>
</page>
DATA STRUCTURE (CSV)
category, use_case, target_buyer, product_1_name, product_1_price, product_1_reviews, ...
Project Management, Small Teams, Startup Founder, Monday.com, 99/mo, 4.7 stars, ...
Project Management, Enterprise, CTO, Jira, Custom, 4.4 stars, ...
CRM, Agencies, VP Sales, HubSpot, 50/mo, 4.8 stars, ...
...
[500 rows]
GENERATION
Output: 500 unique landing pages
Estimated organic traffic: 2,400 monthly clicks (based on category competition)
SEO value: 3-5 month ranking window before saturation
NEXT: validate templates against SEO best practices before publishingAbout this skill
“We have thousands of rows, but the pages all sound the same.” This skill turns structured data into a repeatable SEO page system, with rules for which rows deserve pages, what each page must contain, and what should stop a batch from launching.
What it does
- Tests whether a proposed page family serves distinct search needs or simply multiplies near-duplicate pages.
- Defines required fields, evidence sources, validation rules, and explicit reasons to reject incomplete rows.
- Builds conditional page templates with titles, descriptions, headings, substantive content, and internal links.
- Produces filled sample pages that expose awkward wording, unsupported claims, and missing data before scaling.
- Specifies URL, canonical, sitemap, and indexing behavior for valid pages, duplicates, and empty combinations.
- Designs a bounded pilot and batch checks for broken routes, unresolved placeholders, stale facts, and weak pages.
What you get
A page-family specification, data schema, reusable template, representative rendered examples, and acceptance gates for generation and rollout. For implementation requests, you also get stack-appropriate code with explicit validation and failure behavior.
Best for
SaaS marketers, SEO leads, directory operators, and developers building integration pages, location pages, product directories, or other landing-page families from structured data.
SKILL.md preview
---
name: programmatic-seo-templates-and-data-validation
description: >-
Design SEO page families from structured data using row eligibility rules, evidence-backed fields, conditional templates, URL controls, and batch acceptance gates. Produce the schema, template, filled examples, and rollout plan. Use when the user says "build programmatic SEO pages", "turn this CSV into landing pages", "make a template for every city", "scale our integration pages", "my generated pages all sound the same", "Google isn't indexing our template pages", or "review this page generator before launch".
---
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