Programmatic SEO
Generating many targeted pages at scale from a repeatable template + data — in this corpus, AI-generated hyper-local service/neighborhood pages.
Definition
Programmatic SEO produces large sets of pages from a consistent structure and a data source, each targeting a specific query. In Caleb Ulku’s local application, it scales the Core 30 into hyper-local neighborhood/landmark pages (service + location) so a business entity is explicitly connected to many location entities (Entity-Based SEO). AI (8-Pass AI Writing Pipeline) makes it feasible to produce a dozen quality pages in a week instead of months — but he stresses it “only works if you do it right”: each page must genuinely answer a real query and include real local detail, not “thin, spammy” duplication.
Programmatic SEO as a technique is established; the risk (and the reason for the quality caveat) is that low-effort programmatic pages become indexable spam that Google now discounts. His Core30 AI Tool automates the pattern with landmarks pulled from the Google Places API.
Key Properties
- Template + data → many pages, each targeting a specific service+location query.
- Quality gate: must be genuinely local and useful, not scaled thin content.
- Powered by AI generation (8-Pass AI Writing Pipeline) with human review.
- Targets low-competition, high-intent neighborhood searches (positions 4–6, per Local Rank Map & Top 3% Metric).
- Landmarks sourced from Google Maps/Places so they’re entities Google recognizes.
Examples from Sources
| Example | Source |
|---|---|
| Neighborhood pages (H1 = service + neighborhood) scaled to expand geographic reach | This will rank you #1 AND bring you customers (a.k.a. 'I Spent 10+ Years Ranking Businesses #1. This Ranks the FASTEST') |
| Geo Planner generates landmark pages from the Google Places API | This AI Tool Will Make You RANK FAST (Full Walkthrough) |
In the Sources
| Source | Context |
|---|---|
| This will rank you #1 AND bring you customers (a.k.a. 'I Spent 10+ Years Ranking Businesses #1. This Ranks the FASTEST') | Hyper-local pages as the fastest ranking method; “programmatic SEO lets you scale.” |
| This AI Tool Will Make You RANK FAST (Full Walkthrough) | Automated geographic-page generation. |
| 2026 SEO Secrets That Ranked 1,000+ Sites (James Dooley, interviewed by Sterling Sky) | Scaled service-area pages — and the contrarian Duplicate Content (for Service-Area Pages) claim (copied > “unique” content). |
Tension
Caleb’s approach demands each scaled page be genuinely unique/locally-specific (“not thin AI slop”). James Dooley argues the opposite — duplicated service-area pages outrank spun ones (cross-confirmed by Joy Hawkins). Unresolved; see Duplicate Content (for Service-Area Pages).
Related
Concepts: Core 30, Duplicate Content (for Service-Area Pages), Entity-Based SEO, 8-Pass AI Writing Pipeline, Local Rank Map & Top 3% Metric, Local SEO Entities: Core30 AI Tool, Caleb Ulku, James Dooley