Guides
GEO, written so a founder can finish the page.
Editorial notes on generative engine optimization. No fake customer stories. No “we logged into ChatGPT for you.” If you already know you want the audit, paste a URL.
Explainer
What is GEO (generative engine optimization)?
A plain-language definition of generative engine optimization: how it differs from classic SEO, what answer engines actually cite, and what a $39 audit can and cannot tell you.
14 September 2026 · 8 min
Checklist
ChatGPT citation checklist for SaaS homepages
Twelve on-page checks that make a SaaS homepage easier for ChatGPT, Perplexity, and Google AI Overviews to quote — without pretending anyone logged into ChatGPT for you.
14 September 2026 · 9 min
Comparison
CiteScore vs enterprise GEO tools
An honest comparison of a $39 one-off GEO audit against Otterly- and Profound-class platforms: live prompt tracking, seats, and monthly dashboards versus a punch-list PDF.
14 September 2026 · 7 min
Search pages
URLs for queries the essays above do not target: a citation check, AI Overviews, Perplexity, llms.txt, crawler tokens, AEO, and Profound.
- ChatGPT citation check
What the ChatGPT row in the report means, and the three things it cannot see.
- Google AI Overviews visibility
What the AI Overviews row uses, and what Google-Extended does not control.
- Perplexity citations
How the Perplexity snapshot is inferred, including PerplexityBot in robots.txt.
- llms.txt checker
A non-empty /llms.txt is a crawler-access signal. It is not a citation guarantee.
- GPTBot, PerplexityBot, and Google-Extended
The three robots.txt tokens the audit records, and the user-agents it ignores.
- Answer engine optimization (AEO)
AEO, GEO, and LLMO are labels. This page says which label the $39 PDF matches.
- CiteScore vs Profound
A punch-list PDF versus a Profound-class citation dashboard.
Also on the site
- GEO audit
The $39 product page: what you get, how we score, and the checkout path.
- CiteScore vs Otterly
One-off punch list versus a monthly AI-search monitor. Different jobs.
- Sample report
Fictional SaaS, real format. Labeled as a sample — not a testimonial.