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Learn how to optimize your brand's AI search visibility.
The Best LLM Scraping APIs, Compared
Cloro, BrightData, Oxylabs, Olostep, and DataForSEO compared on cost, coverage, and measured success rates from a tool that runs all five in production.
Read moreThe IAB's AI Visibility Metrics: The 4 P's and the Decision-Grade Bar
The IAB has published shared definitions for measuring brand visibility in AI answers. Here's what the 4 P's cover, what separates decision-grade data from directional, and where the guidance stops.
Read moreDoes Ranking in Google's Top 10 Get You Cited by AI?
Published estimates of the overlap between top-10 rankings and AI citations range from 12% to 93%. The spread is the finding: rank is neither necessary nor sufficient for citation.
Read moreLinkedIn Is the #2 Most-Cited Domain in AI Search. Your Company Page Isn't Why.
Two 2026 studies put LinkedIn second only to Reddit or YouTube among cited domains — and most of those citations point at individual profiles, not brand pages. What that changes about who publishes.
Read moreHow Long Does It Take to Get Cited by AI?
Presence builds over weeks, not days, and the content AI cites is typically months old. Three 2026 datasets on the clock behind AI citations, and what it changes about your measurement window.
Read moreGhost Citations: When AI Cites You Without Naming You
Semrush and Kevin Indig found 61.7% of brand appearances in AI answers were citations with no brand mention. Here's why citation and mention come apart, and how to fix each failure separately.
Read moreWhere AI Citations Come From (Mostly Not Your Site)
Across 25 million links cited by AI engines, 84% pointed at domains the brand doesn't own. Here's what that changes about where you spend your AEO effort.
Read moreAI Overviews Now Appear in 43% of US Searches
New Similarweb data puts an AI Overview on more than 40% of US Google searches, up from 15% a year ago. Here's what that changes about measuring AI visibility.
Read moreMulti-Turn AI Search: What Prompt Tracking Misses
New research finds the last prompt in an AI conversation carries about a third of what the user actually said. Here's what that means for measuring AI visibility.
Read moreMicrosoft Clarity AI Citations: What It Tracks (and What It Misses)
Clarity's Citation dashboard is free, first-party data on which of your pages AI answers cite. Here's what its metrics mean, and the one ecosystem it can see.
Read moreShould You Opt Out of Google's AI Overviews?
Google now has a Search Console toggle that removes your site from AI Overviews and AI Mode without hurting your rankings. Here's who it's for, and why most brands shouldn't touch it.
Read moreAI Share of Voice: Measuring Brand Presence in AI Search
AI share of voice measures how often answer engines mention your brand versus competitors. Learn the definition, how to calculate it, and how to improve it.
Read moreThe Best AEO Tools for AI Visibility (2026 Guide)
The best AEO tools for tracking and improving how AI answer engines cite your brand. We compare Elmo, Profound, Peec AI, Scrunch, Otterly, and more for 2026.
Read moreThe Best AI Visibility Tools, Compared
The best AI visibility tools compared: how Elmo, Profound, Peec AI, Ahrefs Brand Radar and more track your brand across AI search engines.
Read moreThe Best Open-Source AEO Tools (2026)
The best open-source AEO tools you can self-host and audit, no black box. We rank Elmo and every real open-source answer engine optimization project for 2026.
Read moreFree AI Visibility and Answer Engine Monitoring Tools
Can you monitor your brand in AI answer engines for free? Yes. Here's what open-source self-hosting, free tiers, graders, and manual AI-visibility checks can and can't do.
Read moreCitation Volatility: How Much Do the Sources AI Cites Change Over Time?
We tracked a set of prompts to answer this question. Domains AI cites churn more than you'd think, and how much depends on what you ask.
Read moreBest GEO Tools: AI Search Visibility Platforms in 2026
A guide to the best GEO tools for AI search visibility in 2026. Compare Elmo, Profound, Peec AI, Scrunch, and more generative engine optimization platforms.
Read moreGetCito vs Elmo: The Best Open-Source AI Visibility Tool?
GetCito and Elmo are both MIT-licensed open-source AI visibility tools with similar GitHub stars. The deciding factor is maintenance. Here's the comparison.
Read moreRobots.txt and AI Crawlers: Is 'Disallow All' Killing Your AI Traffic?
A leftover 'Disallow: /' can hide your site from AI search. Here's which AI crawlers to allow, which to block, and how to check your robots.txt in minutes.
Read moreGenerative AI for Marketing
How marketers use generative AI for content, creative, and research, and how it's changing the way customers discover brands through AI search.
Read moreStructured Data for AI Search: Schema & llms.txt
How structured data helps AI engines understand and cite your content: a practical guide to schema markup and llms.txt for AEO.
Read more- ·Jared Rhizor
Do llms.txt files matter for AEO?
The llms.txt convention is often misunderstood due to minor nuances in how it's used by AI search. Learn how agentic search actually uses Markdown text.
Read more ChatGPT Prompts for SEO & Marketing
A library of copy-paste ChatGPT prompts for SEO and marketing: keyword research, content briefs, on-page, meta tags, and auditing your AI visibility.
Read moreCompetitor Analysis for AI Search
AI competitor analysis benchmarks your brand against rivals in AI search: who gets cited, on which prompts. Here's how to run one, step by step.
Read moreAI Sentiment Analysis for Brands
AI brand sentiment is how AI engines characterize your brand, not just whether they mention you. Learn how to monitor and improve it.
Read moreAI Prompt Tracking & Monitoring
AI prompt tracking monitors how your brand appears across AI engines for the questions customers actually ask. Here's how it works and how to start.
Read moreAI Citations: What They Are & How to Earn Them
AI citations are the source links AI answers attribute information to. Learn how AI engines decide what to cite, and how to earn citations.
Read moreHow to Track Your Brand in AI Search
Learn how to track your brand in AI search: monitor mentions and citations across ChatGPT, Perplexity, and AI Overviews, step by step.
Read moreAI for SEO: How AI Is Changing Search
AI is reshaping SEO on two fronts: how the work gets done, and how people search now that AI Overviews and answer engines exist.
Read moreThe Best AI Search Engines, Compared
The best AI search engines compared: ChatGPT Search, Perplexity, Google AI Overviews, Gemini, Copilot and more, by strengths, models, and price.
Read moreWhat Is Generative SEO?
Generative SEO is optimizing content to appear in AI-generated search results. Learn how it works, how it differs from SEO, and how to do it.
Read moreWhat Is Answer Engine Optimization (AEO)?
Answer engine optimization (AEO) is how you get your brand cited in AI answers from ChatGPT, Perplexity, and Google AI Overviews. Here's how it works.
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