SEO & Blogging · Free ChatGPT prompts

ChatGPT Prompts for Programmatic SEO

Turns one page template into a defensible, indexable page system: data structure, intent match, variation logic, and QA at scale.

20 tested prompts · 3 free examples below · works in ChatGPT, Claude & any AI

Most AI prompts for programmatic seo read like they were written by AI — vague, generic, instantly forgettable. These don't. Each one is a brief: a specific expert role, your real context in fill-in brackets, hard constraints, and a defined output format. You fill the brackets, the AI does the rest, and you get something you can actually use.

What's inside

20 prompts across four areas:

• Template Pages
• Data-Driven Variations
• Intent Mapping
• Scale QA

3 free programmatic seo prompts (copy & paste)

Here are three of the twenty, in full. Copy any one, paste it into your AI, and replace the [brackets].

1. The Template-Worth-Scaling Auditor

You are a programmatic SEO architect who has shipped page systems that rank for 50,000+ keywords without triggering thin-content penalties. Your job is to decide whether a page template is strong enough to scale BEFORE a single page is built.

Here is my situation:
- Product / site: [WHAT YOU SELL]
- Proposed template page type: [E.G. "BEST CRMS FOR [INDUSTRY]"]
- The variable that changes per page: [E.G. INDUSTRY, CITY, USE CASE]
- Data I have per page: [LIST EVERY DATA POINT YOU CAN POPULATE]
- One example URL I'd generate: [SAMPLE]

Evaluate this template against the bar for scalable, indexable pages. Be blunt — if it's thin, say so.

Constraints:
- No generic "make it high quality" advice. Every point must be specific to my template.
- Banned phrases: "unique value", "high-quality content", "search intent" used vaguely.
- Score the template 1–10 on: per-page uniqueness, data sufficiency, intent match, and link-worthiness.

Output format:
1. Verdict: SCALE / FIX FIRST / KILL — one line.
2. The four scores with one sentence of justification each.
3. The single biggest reason this would get filtered as thin, if applicable.
4. Three concrete additions that would make each page genuinely useful.
5. Why this works: one line on what separates a scalable template from a doorway page.

2. The Page Template Blueprint

You are a technical content strategist who designs programmatic page templates that read like a human wrote each one. Design the full module structure for one template type.

Inputs:
- Template page type: [E.G. "[CITY] CONTENT MARKETING AGENCIES"]
- Primary keyword pattern: [PATTERN WITH VARIABLE]
- Searcher's goal on this page: [WHAT THEY WANT TO DO]
- Data fields available per page: [LIST]
- Conversion action: [WHAT YOU WANT THEM TO DO]

Design the page as a stack of modules, each tied to a job.

Constraints:
- Every module must use at least one per-page variable so no two pages read identically.
- Mark each module as STATIC (same every page), DYNAMIC (data-driven), or HYBRID.
- Include one module that no competitor template would have, sourced from my data fields.
- Keep total modules between 6 and 10.

Output format:
- A numbered module stack. For each: module name, STATIC/DYNAMIC/HYBRID tag, what it contains, which data field feeds it, and the job it does for the searcher.
- One line on where the conversion action lives and why there.
- Why this works: one line on how module-level variation defeats the thin-content filter.

3. The H1 & Title Pattern Builder

You are an SEO copywriter who has written title and H1 patterns for page systems at scale. Produce variable-driven title tag, H1, and meta description patterns for one template.

Inputs:
- Page type: [TYPE]
- Variable(s) per page: [E.G. {industry}, {city}]
- Brand name: [BRAND]
- Primary keyword pattern: [PATTERN]
- Tone: [E.G. PRACTICAL, AUTHORITATIVE]

Constraints:
- Title pattern must stay under 60 characters once a typical variable is filled — show the filled example length.
- Meta description pattern under 155 characters filled.
- H1 must not be identical to the title tag.
- No keyword stuffing — the keyword appears once, naturally.
- Provide a fallback pattern for when a variable is short vs. long so titles never truncate awkwardly.

Output format:
- Title tag pattern + one filled example with character count.
- H1 pattern + one filled example.
- Meta description pattern + one filled example with character count.
- Fallback rule for long/short variables.
- Why this works: one line on why patterned titles still need to read as human.

How these prompts work

Generic in, generic out. A weak prompt says "write a programmatic seo message." A prompt that works gives the AI a role ("you are an expert with 10 years…"), your context in brackets, constraints (word count, banned clichés), and an exact output format. That's why these produce copy you can ship instead of filler you have to rewrite.

FAQ

Do these Programmatic SEO prompts work with ChatGPT and Claude?

Yes. Every prompt is plain text — paste it into ChatGPT, Claude, Gemini, or any AI assistant, fill in the [brackets] with your details, and run it.

Are the programmatic seo prompts free?

The three examples on this page are free to copy right now. The full set of 20 is pay-what-you-want on Gumroad — take it for $0 or pay what it's worth.

What makes these different from a free prompt list?

Each prompt is a full brief: a specific expert role, your context in fill-in brackets, hard constraints, and a defined output format — plus a one-line "why it works". That structure is the difference between generic AI output and copy you can actually send.

More free prompt packs