The FactSentry Blog
Guides, playbooks, and data on AI search visibility for SaaS founders.
AEO (answer engine optimization) and SEO overlap heavily but optimize for different outcomes. Here's what changes when AI engines answer the query before the user clicks anything.
FactSentry Team
5/2/2026
AI citation tracking is the ChatGPT-era replacement for rank tracking. Here's the practical playbook for ChatGPT brand monitoring, LLM brand monitoring, and AI answer monitoring — and what to do with the data.
FactSentry Team
5/2/2026
AI rank tracking and LLM rank tracker tools attempt to apply old metrics to a new surface. Here's what to track instead, and how SaaS teams should think about ranking inside ChatGPT and AI Overviews.
FactSentry Team
5/2/2026
AI SEO agents and SEO copilots automate parts of the SEO workflow with LLMs. Here's what they actually do today, where they fail, and how SaaS teams should think about adopting them.
FactSentry Team
5/2/2026
Brand monitoring tools and brand tracking software answered yesterday's question: who's mentioning us on the web? The 2026 question is whether ChatGPT cites us. Here's the modern stack.
FactSentry Team
5/2/2026
Content gap analysis is the fastest way to find the questions your buyer asks that your site doesn't answer. Here's the 90-minute version that builds topical authority for AI search.
FactSentry Team
5/2/2026
Digital PR is no longer about backlinks — it's about being mentioned on the pages AI answer engines treat as authoritative. The PR SEO playbook for the AI search era.
FactSentry Team
5/2/2026
Schema markup is one of the highest-ROI fixes for getting cited in ChatGPT and Google AI Overviews. Here's how to add it — with a walkthrough of FAQ schema, Product schema, and Article schema for SaaS.
FactSentry Team
5/2/2026
A practical, no-fluff playbook for getting cited and recommended by ChatGPT, Perplexity, and Google AI Overviews — built for founders who ship their own pages.
FactSentry Team
4/16/2026
GEO is SEO for AI answer engines. Here's what it is, how it differs from traditional SEO, and what to do about it if you run a SaaS.
FactSentry Team
4/15/2026
Five reasons AI answer engines overlook your SaaS — and the fixes that actually move the needle.
FactSentry Team
4/14/2026
A fifteen-minute audit you can run on your own SaaS site today. If you're missing more than four items, AI answer engines are probably recommending your competitor.
FactSentry Team
4/13/2026
A blunt comparison of what carries over from traditional SEO, what doesn't, and where ChatGPT SEO demands a different playbook.
FactSentry Team
4/12/2026
After studying hundreds of pages that get cited by ChatGPT and Perplexity, the structure is remarkably consistent. Here's the blueprint.
FactSentry Team
4/11/2026