Programmatic Seo Spy

Description

Reverse-engineer how competitors do programmatic SEO. Detects URL pattern clusters (vs/, integrations/, for-{industry}/), estimates page count per pattern, analyzes template quality, infers which patterns actually drive traffic, and identifies gaps you can exploit. Outputs a competitive pSEO landscape report.

What this skill does

1. 1Crawls competitor sitemaps and catalogs all URLs, then clusters them by structural pattern using regex to detect programmatic page families (vs/, integrations/, for-{industry}/, etc.).
2. 2Classifies each URL cluster as programmatic, semi-programmatic, editorial, or auto-generated, and estimates page count and data axis per pattern.
3. 3Pulls organic traffic estimates per pattern using DataForSEO or SEMrush in enhanced mode, or infers direction from page count and domain authority in baseline mode.
4. 4Fetches 3-5 sample pages per programmatic pattern and scores template quality across content depth, data richness, internal linking, and schema markup.
5. 5Produces a gap analysis matrix showing which patterns no competitor has built (white space), which have low-quality templates to beat, and which variation gaps can be filled quickly.

When to use

• You want to know which programmatic SEO patterns your top 3 competitors are running before deciding what to build.
• You need to identify the easiest pSEO wins -- variation gaps in competitor patterns or entire pattern types nobody has built.
• Your SEO strategy meeting needs a competitive intelligence report on who is doing what in your space.

Tools used

Frequently asked questions