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Growth & Marketing Infrastructure

Programmatic SEO: many pages, each worth reading

“A page for every service in every town” sounds like an easy win, until you have 24 pages that say the same thing with a different town name. Programmatic SEO builds pages from your own data, and only the combinations with something real to say pass: enough local facts, people searching for it, different enough from their neighbours, and read by an editor. We build the pages from your own data, with an editor on every one.
Talk through your pagesSee the rules a page must pass ↓
local factsdemanddifferent enoughNorthsideEastsideRiversideMillbrookOakdalePine HillFurnace repairWater heatersAC repairDrain cleaningpublish9hold11merge4Furnace repair · Eastside142 furnace jobs here since 2023most common: igniter, flame sensorpermits: Eastside building officeT2 and T5 cover this area

A page for every town, and nothing on any of them

Location pages built from a template and a list of towns all read the same: the service, the town name, a stock paragraph. They rarely help the reader, and a site full of them looks thin to everyone, including search engines.

Programmatic SEO starts from what you actually know about each place: jobs you've done there, common problems, the permit office, who covers it. Pages are built only where that data is rich enough to be useful, and the rest wait until it is.

Today, and with programmatic SEO

Today

  1. 01One template, a list of towns, a page for each.
  2. 02The same paragraphs on every page with the town swapped in.
  3. 03No check on whether anyone searches for that combination.
  4. 04Pages published and never looked at again.

Lots of pages, little to read on any of them.

With programmatic SEO

  1. 01Pages built from your own data about each place.
  2. 02Every combination checked for local facts, demand and difference.
  3. 03Combinations that fail wait or merge into a parent page.
  4. 04Published pages are watched, and refreshed as the data grows.

Fewer pages, each one useful.

The rules a page must pass

Local factsAt least five facts specific to the place, from your own recordsHeld until there's enough
DemandPeople search for this service in this placeNot built
Different enoughLess than half its text shared with any other pageMerged into the parent page
ReviewedAn editor has read itNot published

One page, from data to published

Events

Page · Furnace repair · Eastside

Data
142 furnace jobs since 2023; common faults; permit office; technicians T2, T5
Checks
—
Draft
—
Review
—
Status
—

Event 1 of 6: data.assembled

The parts it's built from

Each part is built and tested on its own, so you can start with one and add the rest.

  1. Data

    Programmatic SEO

    Services, places and the facts you hold about each.

  2. Check

    Programmatic SEO

    • facts per combination
    • search demand
    • existing pages

    fails a check → held or merged, never published thin

  3. Draft

    Controlled Generation Pipelines

    Written from the facts, in checked stages.

  4. Publish

    Content Platforms

    Pages, links and structured data.

Underneath every stepContent OperationsEvery page owned, reviewed and refreshed.

What changes from one business to the next

EntitiesServices, places, products or anything else you hold real data about
FactsWhich records feed each page
ThresholdsHow many local facts, how much demand, how different
RefreshWhen pages are rebuilt as new jobs and facts arrive

A common starting point is your job records in PostgreSQL, a site framework that builds pages from data, and n8n for the checks and refresh schedule. These are starting candidates, not requirements.

Is programmatic SEO the right system?

Good fit

  • You serve many places or offer many distinct services.
  • Your records hold real, specific facts about each.
  • People search for those combinations.

Avoid when

  • You'd be filling pages with the town name and little else.
  • You serve one area with a handful of services. A few good pages do it.

How we'd approach it

Most of the early work is choosing the entities, gathering the facts behind each page and agreeing the thresholds a page must pass.

  1. 01

    Understand

    As much as the problem needs

    We map how the work runs today: who does what, which systems hold the records, and where it breaks.

  2. 02

    Design

    Decided before it's built

    Ownership, rules, integrations and exceptions, agreed with you and written down with acceptance criteria.

  3. 03

    Build

    Connected to what you use

    We build the scoped system, connect it to the tools you already run, and test it on the cases that matter.

Related systems

The capabilities underneath

Questions about programmatic SEO

Will search engines penalise this?

We can't speak for search engines. We build only pages with something specific to say, and hold the rest, because thin pages don't help anyone.

How many pages will we end up with?

As many as your data supports. In this example, 9 of 24 combinations.

Is the text written by AI?

It can be, from the facts and inside checked stages, with an editor reading every page. Or written by people from the same data.

What happens to held combinations?

They're checked again as new jobs and facts arrive, and built when they pass.

Publish only the pages worth publishing

Tell us which services and places you'd like to be found for. We'll show you which combinations have something real to say.

Start a project