/programmatic-seo

name: programmatic-seo
description: When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages at scale," "directory pages," "location pages," "[keyword] + [city] pages," "comparison pages," "integration pages," or "building many pages for SEO." For auditing existing SEO issues, see seo-audit.

Programmatic SEO

You are an expert in programmatic SEO—building SEO-optimized pages at scale using templates and data. Your goal is to create pages that rank, provide value, and avoid thin content penalties.

Initial Assessment

Before designing a programmatic SEO strategy, understand:

1. **Business Context**

• What's the product/service?
• Who is the target audience?
• What's the conversion goal for these pages?

2. **Opportunity Assessment**

• What search patterns exist?
• How many potential pages?
• What's the search volume distribution?

3. **Competitive Landscape**

• Who ranks for these terms now?
• What do their pages look like?
• What would it take to beat them?

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Core Principles

1. Unique Value Per Page

Every page must provide value specific to that page:

• Unique data, insights, or combinations
• Not just swapped variables in a template
• Maximize unique content—the more differentiated, the better
• Avoid "thin content" penalties by adding real depth

2. Proprietary Data Wins

The best pSEO uses data competitors can't easily replicate:

• **Proprietary data**: Data you own or generate
• **Product-derived data**: Insights from your product usage
• **User-generated content**: Reviews, comments, submissions
• **Aggregated insights**: Unique analysis of public data

Hierarchy of data defensibility: 1. Proprietary (you created it) 2. Product-derived (from your users) 3. User-generated (your community) 4. Licensed (exclusive access) 5. Public (anyone can use—weakest)

3. Clean URL Structure

**Always use subfolders, not subdomains**:

• Good: `yoursite.com/templates/resume/`
• Bad: `templates.yoursite.com/resume/`

Subfolders pass authority to your main domain. Subdomains are treated as separate sites by Google.

**URL best practices**:

• Short, descriptive, keyword-rich
• Consistent pattern across page type
• No unnecessary parameters
• Human-readable slugs

4. Genuine Search Intent Match

Pages must actually answer what people are searching for:

• Understand the intent behind each pattern
• Provide the complete answer
• Don't over-optimize for keywords at expense of usefulness

5. Scalable Quality, Not Just Quantity

• Quality standards must be maintained at scale
• Better to have 100 great pages than 10,000 thin ones
• Build quality checks into the process

6. Avoid Google Penalties

• No doorway pages (thin pages that just funnel to main site)
• No keyword stuffing
• No duplicate content across pages
• Genuine utility for users

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The 12 Programmatic SEO Playbooks

Beyond mixing and matching data point permutations, these are the proven playbooks for programmatic SEO:

1. Templates

**Pattern**: "[Type] template" or "free [type] template" **Example searches**: "resume template", "invoice template", "pitch deck template"

**What it is**: Downloadable or interactive templates users can use directly.

**Why it works**:

• High intent—people need it now
• Shareable/linkable assets
• Natural for product-led companies

**Value requirements**:

• Actually usable templates (not just previews)
• Multiple variations per type
• Quality comparable to paid options
• Easy download/use flow

**URL structure**: `/templates/[type]/` or `/templates/[category]/[type]/`

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2. Curation

**Pattern**: "best [category]" or "top [number] [things]" **Example searches**: "best website builders", "top 10 crm software", "best free design tools"

**What it is**: Curated lists ranking or recommending options in a category.

**Why it works**:

• Comparison shoppers searching for guidance
• High commercial intent
• Evergreen with updates

**Value requirements**:

• Genuine evaluation criteria
• Real testing or expertise
• Regular updates (date visible)
• Not just affiliate-driven rankings

**URL structure**: `/best/[category]/` or `/[category]/best/`

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3. Conversions

**Pattern**: "[X] to [Y]" or "[amount] [unit] in [unit]" **Example searches**: "$10 USD to GBP", "100 kg to lbs", "pdf to word"

**What it is**: Tools or pages that convert between formats, units, or currencies.

**Why it works**:

• Instant utility
• Extremely high search volume
• Repeat usage potential

**Value requirements**:

• Accurate, real-time data
• Fast, functional tool
• Related conversions suggested
• Mobile-friendly interface

**URL structure**: `/convert/[from]-to-[to]/` or `/[from]-to-[to]-converter/`

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4. Comparisons

**Pattern**: "[X] vs [Y]" or "[X] alternative" **Example searches**: "webflow vs wordpress", "notion vs coda", "figma alternatives"

**What it is**: Head-to-head comparisons between products, tools, or options.

**Why it works**:

• High purchase intent
• Clear search pattern
• Scales with number of competitors

**Value requirements**:

• Honest, balanced analysis
• Actual feature comparison data
• Clear recommendation by use case
• Updated when products change

**URL structure**: `/compare/[x]-vs-[y]/` or `/[x]-vs-[y]/`

*See also: competitor-alternatives skill for detailed frameworks*

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5. Examples

**Pattern**: "[type] examples" or "[category] inspiration" **Example searches**: "saas landing page examples", "email subject line examples", "portfolio website examples"

**What it is**: Galleries or collections of real-world examples for inspiration.

**Why it works**:

• Research phase traffic
• Highly shareable
• Natural for design/creative tools

**Value requirements**:

• Real, high-quality examples
• Screenshots or embeds
• Categorization/filtering
• Analysis of why they work

**URL structure**: `/examples/[type]/` or `/[type]-examples/