Programmatic SEO skill
The programmatic methodology Okara’s SEO Agent uses to generate thousands of high-quality, indexable pages from templates and data, without creating thin content.
Download the methodology, see how the agent plans a page set, or run it live inside the SEO Agent.
- Category
- SEO
- Agent
- SEO Agent
- Format
- programmatic-seo.md
- Price
- Free to download
The skill file
--- name: programmatic-seo description: Generate hundreds or thousands of high-quality, indexable pages from templates and structured data — without creating thin or duplicate content. owner: Okara SEO Agent --- # Programmatic SEO Scale content by combining a repeatable template with a structured dataset to target large sets of similar queries — while keeping every page genuinely useful.
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About this skill
What is the Programmatic SEO?
The Programmatic SEO skill is the methodology Okara’s SEO Agent uses to scale content responsibly: pairing a repeatable template with a unique dataset to target large sets of similar queries, while enforcing a quality bar so every page earns its place in the index.
It’s written as a SKILL.md, a plain-language instruction format that people and AI agents can both follow. Read it to understand how a page set is validated, designed, and quality-gated, adapt it for your own stack, or let the SEO Agent plan and control the rollout for you.
Downloading the instructions is free with an Okara account. Running it continuously, with indexation monitored and thin pages pruned as the set grows, is part of the SEO Agent.
That quality bar doesn’t end at launch, either. Ahrefs’ research into page-one rankings found the average #1 result is now about 5 years old, up from roughly 2 years in 2017, and that nearly 73% of page-one pages are more than 3 years old — the same holds for scaled pages built from a dataset. Stale prices, outdated availability, or data that stopped updating quietly turns a useful page into a thin one, so the dataset behind the template needs the same upkeep as the pages themselves.
Example
See it in action
You ask: “We want to build a "[service] in [city]" page for every city we serve — thousands of pages. How do we do this without getting penalized?”
Agent does: The pattern is fine — the risk is thin, duplicate pages. First confirm real search demand exists across enough cities, then find unique data for each one (local pricing, availability, real listings), because that data is what stops the pages being duplicates. Build a template with genuinely useful content per city, not just a swapped city name. Set a quality gate that noindexes any city with too little data, roll out in batches, and watch how many actually get indexed before scaling to the full set.
Comparison
The skill vs. the alternatives
| Do it yourself | Hire a freelancer or agency | Programmatic SEO skill (free) | SEO Agent | |
|---|---|---|---|---|
| Cost | Your own time | $500–$5,000+ per project | Free with an Okara account | Included in the AI CMO plan |
| Time to first result | Hours to days, per attempt | Days to weeks, plus revision rounds | Minutes — download and follow it | Same day, runs automatically |
| Consistency over time | Depends on remembering to do it | Only as long as the retainer lasts | One-time; you re-run it yourself | Continuous, on a schedule |
| Who does the work | You, from scratch each time | Someone who has to learn your business first | You (or your agent), following the exact steps | Okara's SEO Agent, end to end |
How it works
From input to output
- 1
You provide the pattern and data
Share the query template you want to target and the dataset that will populate it.
- 2
Okara validates the opportunity
The SEO Agent confirms real, repeatable demand exists and that the dataset is unique enough to avoid thin pages.
- 3
It designs a quality-gated template
A page template, URL model, and internal-link structure are planned, with a rule that suppresses thin pages.
- 4
You get a controlled rollout
Pages launch in batches with indexation monitored, so you scale on what works and prune what doesn’t.
What's included
Everything it covers
Pattern validation
Confirms a query template has real, repeatable demand across enough values before you build.
Template design
Plans a page template with genuinely differentiated content, not just swapped variables.
Data-driven pages
Turns a unique dataset into the value that keeps each page from being a duplicate.
Quality gates
Sets a minimum value bar that suppresses or noindexes pages with too little data.
URL & link model
Defines a clean URL pattern and how the page set links to itself and to hubs.
Indexation control
Rolls out in batches and monitors how many pages actually get indexed.
Use cases
When to reach for it
- Cover thousands of "X in [city]" or "Y vs Z" queries you can’t write by hand.
- Build a directory, comparison, or location section that ranks.
- Scale a unique dataset into indexable, useful pages.
- Avoid the thin-content trap that sinks most programmatic projects.
- Control indexation so only pages that earn their place go live.
Frequently Asked Questions
Related skills
Pair it with these skills
SEO
The full SEO operating loop Okara’s SEO Agent runs on autopilot: research, prioritize, ship, and measure, week after week.
--- name: seo description: Run end-to-end SEO for a website as a continuous loop: find opportunities, prioritize by impact, and ship on-page, technical, and content fixes. owner: Okara SEO Agent --- # SEO Operate SEO as a continuous loop rather than a one-off project: understand the site, find the highest-leverage opportunities, ship fixes, measure, repeat.
SEO Audit
A ready-to-run SEO audit skill: the exact methodology Okara’s SEO Agent uses to turn any URL into a prioritized, fix-ready report.
--- name: seo-audit description: Run a prioritized technical and on-page SEO audit of a web page and return the highest-impact fixes first, each with a copy-ready recommendation. owner: Okara SEO Agent --- # SEO Audit Audit a web page for technical, on-page, metadata, and structured-data issues, then return a short, prioritized list of fixes, not an undifferentiated dump
Technical SEO
The technical-foundations checklist Okara’s SEO Agent uses to keep a site crawlable, indexable, fast, and correctly marked up.
--- name: technical-seo description: Audit and fix the technical foundations of a site: crawlability, indexation, architecture, rendering, Core Web Vitals, and structured data. owner: Okara SEO Agent --- # Technical SEO Make sure search engines can crawl, render, and index your site correctly, then fix the technical issues that quietly cap your rankings.
Ecommerce SEO
The ecommerce methodology Okara’s SEO Agent uses to make category and product pages rank and convert, without letting faceted navigation bloat your index.
--- name: ecommerce-seo description: Optimize an online store for search: category and product page structure, faceted navigation, product schema, and duplicate-content control. owner: Okara SEO Agent --- # Ecommerce SEO Turn category and product pages into ranking, converting entry points, while keeping faceted navigation, variants, and out-of-stock pages from quietly
Local SEO
The local methodology Okara’s SEO Agent uses to rank a business in the map pack and "near me" searches, from Google Business Profile to reviews and local schema.
--- name: local-seo description: Rank a business in local search and the map pack: Google Business Profile, NAP consistency, local landing pages, reviews, and LocalBusiness schema. owner: Okara SEO Agent --- # Local SEO Win the map pack and "near me" searches by making a business consistent, credible, and relevant across its profile, its website, and the wider web.
Topical Map
The topical-mapping methodology Okara’s SEO Agent uses to plan full, structured coverage of a subject and build the topical authority that lifts a whole cluster.
--- name: topical-map description: Build a topical map that gives a site full, structured coverage of a subject — pillars, clusters, and the subtopics needed to earn topical authority. owner: Okara SEO Agent --- # Topical Map Plan comprehensive coverage of a subject so search engines see your site as an authority, not a scattering of unrelated posts.