Tag
All topics →Everything tagged AI Search.
26 stories, newest first.
Latest
For decades, Gartner and Forrester shaped enterprise buying. Now buyers ask ChatGPT and Perplexity before they ever open a Magic Quadrant. Here is how analyst influence is actually shifting, and what it means for how companies build credibility.
Read the article
When a buyer asks an AI engine whether your product supports something, the answer often gets grounded in your documentation, not your marketing. Most companies treat docs as a cost center. In the AI search era, your documentation is one of the highest-value visibility assets you own.
When you name a feature something clever that no buyer would ever type into ChatGPT, you make your product harder to surface for the exact question it answers. Feature naming has always been positioning. Now it is discoverability, and product managers own it.
Traditional impressions on our properties fell 10-20% this year. AI search visibility rose 35%. That inversion is not a problem to fix; it is the new shape of B2B discovery, and the AI channel brings better-qualified buyers. Here is the data and what it means.
Eleven sub-portals plus the apex blog. Here is how they interlink for AI search, what each surface owns, the editorial architecture, and the practical stack I run them on.
You can check whether ChatGPT, Perplexity, Gemini, and Google AI Overviews mention your brand for free, in your browser, in about a minute. Here are the free AEO/GEO visibility checkers and Chrome extensions worth using in 2026, what each measures, and how to turn a score into a plan.
SEO became a craft because you could reverse-engineer one ranking function. GEO can't work that way: you're optimizing against many non-deterministic models with probabilistic citation behavior. That makes GEO experimental science, and it should be run like a product team runs experiments.
Crawl budget is no longer a technical SEO footnote. Google's AI surfaces draw from the same Search index as the blue links, so whether you appear in an AI answer reduces to whether Google crawled, indexed, and kept your pages fresh.
The entire GEO industry treats AI visibility as a marketing problem: track citations, optimize content, report share of voice. That framing is why most GEO programs plateau. The deeper truth is that GEO is a product discipline, and the teams winning at it have figured that out.
MQL-driven gated content is still the B2B SaaS orthodoxy. I un-gated every e-book in 2025. Here are the actual numbers on pipeline, AI citation share, and brand authority 12 months later.
A practical AEO playbook for 2026: how Answer Engine Optimization differs from SEO and GEO, the homepage and entity schema that makes a brand citable, the content patterns AI answer engines quote, and an experimentation roadmap to measure citation share.
Eleven sub-portals around the apex blog, each addressing a specific buyer-side pain. What each one is, why it exists, and the reader it serves.
Google's Knowledge Graph is the entity layer beneath AI Overviews, ChatGPT, and Perplexity. Here is the exact playbook for becoming a recognized, citable entity, and how AEO and GEO build on top of it.
I tracked 50,000 citations across ChatGPT Search, Perplexity, Claude, Gemini, Google AI Overviews, and Bing Copilot for 90 days. What actually moved citation share, and what didn't.
Most GEO buying decisions start with the wrong question: which tool monitors the most AI platforms. Here is a practical checklist for evaluating whether a GEO solution actually fits your industry.
Security buyers research vendors in AI tools before a sales rep ever hears from them. The way a CISO interrogates ChatGPT looks nothing like how a marketer does. Here is what GEO actually looks like for cybersecurity.
SEO became a horizontal layer because its substrate was uniform: one ranking algorithm, one signal set, one results format. GEO can't collapse that way. Here is the architectural reason.
First time on the SaaStr stage. 12, 500 founders and operators. One message: if your company isn't showing up in ChatGPT, Perplexity, and Google AI
A buyer-journey-mapped framework for cybersecurity vendors to win Answer Engine Optimization.
A practitioner's breakdown of AEO, GEO, and AIO. Learn where these terms originated, how they differ from traditional SEO, and how B2B companies use them
A 768,000-citation study reveals product content earns 46-70% of AI citations in B2B, while blogs get under 6%.
Comparison of the best GEO tools in 2026. Covers GrackerAI, Profound, AthenaHQ, Otterly, and Semrush AI Visibility.
Two cybersecurity companies told me they're optimizing for Perplexity. Their buyer? Enterprise CISOs.
RAG powers every AI search engine. Understanding Retrieval Augmented Generation, how it indexes content, retrieves chunks, and cites sources, is essential
The GEO market is where SEO was in 2005, early, fragmented, and full of opportunity. This deep analysis examines 90+ companies, identifies critical gaps
Last Updated: December 9, 2025 | Reading Time: 18 minutes How to Achieve AEO and GEO? Companies achieve Answer Engine Optimization (AEO) and Generative
