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Programmatic SEO Pages

One data file. Hundreds of pages. Muginai generates location-specific and use-case-specific landing pages at scale — each with unique copy, proper schema markup, and internal links to your editorial content.

100s pages per data file
Auto sitemap submission on deploy
0 code changes per new page

Page types Muginai generates

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City / location pages

One page per city or region in your data file. Each page carries a LocalBusiness JSON-LD block, city-specific copy, local FAQ, and internal links to service pages and relevant blog posts.

/seo-agency/toronto//seo-agency/ottawa//seo-agency/vancouver/
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Use-case pages

Industry and persona-specific landing pages. Muginai generates a separate page for each row in your use-case data file — /for/saas/, /for/ecommerce/, /for/legal/ — each with tailored copy and schema.

/for/saas//for/ecommerce//for/legal/
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Comparison pages

Competitor comparison pages at scale — one per rival. Each page is generated from a structured comparison data file and includes a full feature table, FAQ, and conversion CTA.

/compare/vs-semrush//compare/vs-ahrefs//compare/vs-surfer/

How it works

1

Define your data file

A JSON or CSV file with one row per page — city names, coordinates, population, industries, or whatever attributes your template needs. Muginai ships starter data files for Canadian cities (200+ cities) and common B2B verticals.

2

Choose a page template

Select from five built-in templates: local service, B2B use case, feature comparison, FAQ hub, or programmatic blog. Or bring your own Astro component — the data file plugs straight in.

3

LLM body copy generation

For each row, Muginai passes the data context to an LLM to generate a unique body paragraph, FAQ section, and meta description. Anti-slop checks run before any copy is committed.

4

Schema + internal links

LocalBusiness, WebPage, FAQPage, and BreadcrumbList JSON-LD are injected automatically based on page type. Internal link suggestions are generated to connect programmatic pages to your editorial content.

5

Build & deploy

Pages are statically generated at build time. The sitemap is auto-updated to include all new URLs and submitted to Google Search Console via the API on each deploy.

Why Muginai's programmatic pages are safe for search

Most programmatic SEO penalties come from thin, duplicate, or meaningless pages. Muginai avoids all three:

  • ✓ Each page gets LLM-written body copy unique to its data row — not a find-replace template.
  • ✓ Anti-slop quality checks run before any copy is committed. Generic filler paragraphs are rejected.
  • ✓ Pages are internally linked from editorial content, giving them topical context beyond the URL alone.
  • ✓ Schema markup signals to Google what each page is and where it fits in the site hierarchy.
  • ✓ City and use-case pages are only published for locations and verticals where the business actually operates.

Plan availability

Starter Not included Programmatic SEO pages not included; manually authored pages only
Pro Included Up to 500 programmatic pages across 1 project; 3 page type templates
Agency Included Unlimited programmatic pages across all client projects; all templates + custom template support

Common questions

Are programmatic pages penalised by Google? +

Programmatic pages are penalised when they are thin, templated, and offer no unique value. Muginai's approach combines a structural template with LLM-generated, location-specific or use-case-specific body copy so each page is meaningfully different. Each page also carries full schema markup and is internally linked from related editorial content.

How many programmatic pages can Muginai generate? +

There is no hard limit. The page count scales with the number of rows in your data file. A 500-row city data file produces 500 pages in a single build. Pro plan supports up to 500 programmatic pages; Agency plan is unlimited.

Can I mix programmatic pages with editorial blog content? +

Yes — and this is the recommended approach. Programmatic pages capture long-tail geo and use-case queries; editorial content builds topical authority. Muginai auto-generates internal links between the two, so a city page for /seo-agency/toronto/ links to relevant how-to posts, and those posts link back to the city page.

What schema markup is added to programmatic pages? +

Muginai injects page-type-appropriate schema: LocalBusiness JSON-LD for city/location pages, WebPage for use-case pages, and FAQPage on any page with a generated FAQ section. Organization and breadcrumb schema are added to all pages.

Scale your topical authority at the page level

Programmatic SEO is available on Pro and Agency plans. Join the waitlist.

Get early access → All features View pricing