The FactSentry Blog

Guides, playbooks, and data on AI search visibility for SaaS founders.

#aeo#seo#geo
AEO vs SEO: What Changes When AI Answers the Query

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-search#monitoring#geo
AI Citation Tracking: How to Monitor Your Brand in ChatGPT Answers

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-search#rank-tracking#monitoring
AI Rank Tracking: How to Track AI Rankings When AI Answers Don't Have Ranks

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#automation#tooling
AI SEO Agents Explained: What They Do, What They Don't, and Whether You Need One

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#ai-search#tooling
Brand Monitoring for SaaS in 2026: Tools, Software, and the AI-Search Layer

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#topical-authority#geo
Content Gap Analysis for SaaS: A 90-Minute Topical Authority Audit

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#geo#link-building
Digital PR for GEO: Get Cited Where AI Engines Look

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#structured-data#geo
How to Add Schema Markup for AI Citations (with FAQ Schema Generator Walkthrough)

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

#guide#chatgpt-seo#geo
How to Rank in ChatGPT Search in 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

#guide#geo#ai-search
Generative Engine Optimization (GEO): The Complete Guide

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

#chatgpt-seo#diagnosis#geo
Why ChatGPT Doesn't Recommend Your SaaS (and How to Fix It)

Five reasons AI answer engines overlook your SaaS — and the fixes that actually move the needle.

FactSentry Team

4/14/2026

#checklist#ai-search#geo
AI Search Visibility Checklist for SaaS Founders

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

#chatgpt-seo#seo#comparison
ChatGPT SEO vs Traditional SEO: What Actually Matters

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

#guide#chatgpt-seo#content
The Anatomy of a ChatGPT-Cited Page

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