Industry Analysis9 min read
What Google's August 2026 Spam Update Actually Hit
Google's August 2026 spam update caused unusually large ranking losses. Real data and case studies on what got hit, and what it...
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Research, Guides & Insights
Original research and educational content on AI visibility.
Research & Analysis
Original research, industry analysis, and practical guides on AI visibility. Data-driven insights from simulating real buyer journeys across ChatGPT, Claude, Gemini, and Perplexity.
Industry Analysis12 min read
Best GEO Tools in 2026: A Buyers Guide
An honest buyers guide to 7 GEO platforms (Profound, Peec AI, Scrunch AI, OtterlyAI, Semrush, SE Ranking, and BrandViz.AI) with...
Guides7 min read
Running a Full AI Visibility Program Without an Engineering Team
How a GTM director runs a complete AI visibility program with no dev queue: BrandViz.AI diagnoses gaps, builds schema and content...
Guides8 min read
AI Is Saying Something Wrong About Your Brand: How to Find and Fix It
AI models described BrandViz.AI as a "lightweight scan-led tool" — the opposite of what we do. Here is how AI misrepresentation...
Guides7 min read
I've Been Monitoring My AI Visibility Score for Months and Nothing Has...
An AI Visibility Score is a lagging indicator: it only moves when fixes have shipped. Why scores plateau, and what has to deploy...
Guides8 min read
What Is AI Reputation Management? (And Why Monitoring Alone Won't Fix It)
72% of brands have at least one factual error in AI-generated descriptions. 70% are absent from AI recommendations for their own...
Industry Analysis8 min read
The AI Visibility Audit: What a Real Diagnosis Covers Before Any Fix Ships
Two companies get an AI visibility report. One gets a score. The other gets cross-model breakdowns, competitor citation share,...
Industry Analysis8 min read
Why Your Brand Has Good SEO But Zero AI Citations: The 5 Technical Causes
You rank on page one. Your blog has dozens of posts. ChatGPT still ignores you. The gap between good SEO and AI citation is...
Guides8 min read
Which GEO Tools Actually Ship Fixes to Your CMS (Not Just Report Them)
Most AI visibility platforms hand you a prioritised report and stop. A small number build the fixes and ship them to your CMS...
Guides8 min read
What the BrandViz Engine Actually Does (Step by Step)
BrandViz.AI runs a four-phase cycle: diagnosing AI visibility gaps across ChatGPT, Claude, Gemini, and Perplexity; building...
Original Research9 min read
What Is Entity Resolution in AI Search — and Why Getting It Wrong Makes AI...
If AI cannot place your brand, it skips you. Four symptoms of poor entity resolution, a 20-minute audit, and the schema and...
Guides8 min read
Which GEO Platforms Integrate Directly With HubSpot, Webflow, WordPress,...
Most GEO tools stop at the report. This guide explains which platforms actually ship schema fixes and content as drafts to...
Guides9 min read
Automated Schema Markup: How JSON-LD Gets Your Brand Cited by AI Answer...
Schema markup does not make AI like your brand more. It removes the ambiguity that causes AI to skip you. Here is how the five...
Guides7 min read
GEO Monitoring Tool with No Technical Team: What to Actually Look For
Most GEO monitoring tools hand you a findings report and stop. For a team with no technical resources, that report is a to-do...
Guides8 min read
Your Google Analytics Is Hiding AI Traffic From You
Google AI Overview and AI Mode clicks show up in GA4 as standard organic traffic. Google Search Console has no filter to separate...
Guides9 min read
How to Write Content AI Models Will Cite
A practical guide for copywriters and content marketers. The six structural writing decisions that determine whether AI models...
Guides9 min read
Why Is My Brand Invisible on AI Chatbots?
Your competitors show up in ChatGPT. You do not. This guide explains exactly why AI chatbots skip your brand, which sources they...
Guides8 min read
How to Measure the ROI of Generative Engine Optimization
AI search traffic converts at 5.1x the rate of Google organic. A six-metric GEO ROI framework: citation rate, AI-referred...
Industry Analysis8 min read
The B2B Buyer Journey Has Changed: Are You Winning the AI Shortlist?
95% of B2B deals are won by a vendor already on the buyer's Day One shortlist. In 2026, AI chatbots are how buyers build that...
Guides9 min read
AI Visibility Score Explained: What It Measures and How to Improve Yours
The AI Visibility Score is a composite metric that gives B2B marketing teams a single, trackable number for their brand's...
Industry Analysis8 min read
The Best Free AI Visibility Tools and Reports in 2026
A genuinely honest guide to every free AI visibility tool, trial, and one-time report available in 2026. Covers BrandViz.AI,...
Guides9 min read
How to Get Your Brand Recommended by AI Chatbots: A Step-by-Step Guide
A 7-step guide to getting your B2B SaaS brand recommended by ChatGPT, Claude, Gemini, and Perplexity. Covers diagnosis, review...
Industry Analysis8 min read
The Reddit Myth: Why Aggregate AI Citation Studies Are Misleading Your...
Studies showing Reddit and Wikipedia dominate AI citations are technically accurate and strategically useless. Here is the...
Guides9 min read
How to Measure and Prove the ROI of Your GEO Efforts
A practical framework for measuring AI visibility ROI and reporting it to leadership. Learn the three metrics that matter, how to...
Guides7 min read
Why Are My Competitors Showing Up in ChatGPT and I'm Not?
Your Google ranking is irrelevant to ChatGPT. This guide diagnoses exactly why competitors get recommended by AI chatbots while...
Industry Analysis8 min read
SEO vs GEO: Why Strong Search Rankings Don't Guarantee AI Visibility
Strong SEO and strong AI visibility are not the same thing. Learn why the signals that make Google rank a page are fundamentally...
Original Research5 min read
AI Can't Pick a Winner in Project Management Software. Here's Why the...
We asked ChatGPT, Claude, Gemini, and Perplexity to recommend PM tools across 90 buying scenarios. 31 tools mentioned. 7 leaders....
Original Research5 min read
The CRM Duopoly Controls 61% of AI Mentions - But One Leader Wins, One...
Salesforce gets mentioned first 41% of the time. It still loses.
Original Research5 min read
Mailchimp Is the Most Visible Email Tool in AI - Yet Loses 86% of...
We analyzed 90 buying scenarios across ChatGPT, Claude, Gemini, and Perplexity. Here's what we found about visibility vs...
Learn How BrandViz.AI Works
View all docsWhat we track, how we collect data, and how to turn insights into action. No fluff — just the mechanics.
Docs4 min
How We're Different
Most tools track generic keywords. We simulate how your actual buyers research — and that changes what you see.
Read docs
Docs5 min
How Actions Work
Data without direction is just noise. See how we turn visibility gaps into your prioritized to-do list.
Read docs
Docs3 min
How We Select Your Competitors
No manual research required. We identify your competitors automatically and explain why each one matters to your specific market.
Read docs
Key Concepts
Start with GEOGEO, AEO, LLMO — the terminology is new, but the goal is simple: get recommended by AI. Start here.
Guide10 min
What is GEO?
Generative Engine Optimization explained - how to get your brand recommended by AI.
Read guide
Guide8 min
What is LLMO?
LLM Optimization - the technical foundation of AI visibility.
Read guide
Guide6 min
What is AEO?
Answer Engine Optimization - optimizing for AI-powered answer engines.
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Head-to-Head Comparisons
Evaluating GEO tools? These pages compare BrandViz.AI directly against each alternative — pricing, features, and who each tool is actually built for.
vs Profound8 min
BrandViz.AI vs Profound
The most-funded GEO platform vs the action-first alternative. Compare pricing, AI coverage, and who each tool is actually built for.
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vs Otterly.AI7 min
BrandViz.AI vs Otterly.AI
Both are purpose-built GEO platforms. The difference is what happens after the data: Otterly shows your score, BrandViz tells you exactly what to fix.
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vs Semrush7 min
BrandViz.AI vs Semrush
A comprehensive SEO suite with AI tracking as one feature vs a platform purpose-built for AI visibility. Two very different tools for two different jobs.
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vs Brand246 min
BrandViz.AI vs Brand24
Direct AI queries vs web mention tracking. Two approaches to understanding your brand's AI presence, and when each one matters.
Read comparison
vs Brandwatch6 min
BrandViz.AI vs Brandwatch
AI visibility tracking vs social listening. Different tools for different problems — and why most B2B teams eventually need both.
Read comparison
vs Hall6 min
BrandViz.AI vs Hall
Buyer-journey action plans vs comprehensive AI monitoring. Hall offers a generous free tier; BrandViz.AI goes deeper on what to do with the data.
Read comparison
vs Peec AI6 min
BrandViz.AI vs Peec AI
Custom action plans for B2B SaaS vs comprehensive analytics dashboards. Compare features, pricing, and which team each tool is designed for.
Read comparison
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