Case Study: From 2 Engines to 6 — A 4-Week GEO Transformation

A B2B SaaS website went from 2 citing engines to 6 in 4 weeks of systematic improvement. The process is replicable.

Week 1: Establish baseline

Run a full-site GEO audit, record citation baselines across engines, find the 3 most severe gaps.

Week 2: Fix infrastructure

Add llms.txt, fix robots.txt to allow AI crawlers, add JSON-LD to key pages.

Weeks 3-4: Content transformation

Restructure 10 core pages into 'conclusion first + clear structure + citable' format, and continuously monitor changes.

Key Takeaway

The 4-week loop core: see the baseline, fix by priority, validate with data.

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