Posts
All the articles I've posted.
-
Vendor Blogs Win a Surprising Share of AI Comparison Citations
Across 60 comparison and alternative queries, vendor blogs earned a notable share of AI citations alongside review sites and media. A 2026 GEO read.
-
Every B2B SaaS Comparison Query I Tested Triggered a Google AI Overview
I ran 60 B2B SaaS comparison queries through Google: 58 (97%) returned an AI Overview, with vs and reviews intent at 100%. A 2026 GEO read.
-
Reddit Dominates Google for B2B SaaS Comparison Queries
Across 60 B2B SaaS comparison and alternative queries, Reddit ranked in Google top 10 for 52 of them, far ahead of any other source.
-
AI vs Google for SaaS Comparison Queries: What Gets Cited vs Ranked
For 60 B2B SaaS comparison and alternative queries, AI cites 173 domains, Google ranks 229, and only 67 overlap. A 2026 GEO data read.
-
The B2B SaaS Demand-Signal Stack: Beyond MQLs
The B2B SaaS demand-signal stack combines share of search, AI visibility, branded search, and intent signals into one early-warning demand system.
-
How to Score GEO and SEO Page Opportunities: A Practical Model
A repeatable opportunity-score model for deciding which GEO and SEO pages to build, weighing intent, AI-answer likelihood, and offer fit.