Visiby Insights
GEO vs SEO vs AEO: How Each Is Different & Why They Matter
Compare SEO, AEO, and GEO across ingestion mechanics, ranking signals, and KPIs. Learn how each search discipline works and how to balance all three.
SEO agency, AI content tool, or an AI visibility team: what $1,000 a month should buy you
Compare an SEO agency, a $99 AI content tool and an AI visibility team: what each does, what it costs a month, and which one is the right fit for you.
What an AI visibility team actually does each week
A plain English walkthrough of the weekly work behind AI visibility: data, engine checks, competitor study, shortlists, writing, review gates, fixes, reports.
How to get your business recommended by ChatGPT, Google AI Mode, Perplexity and Claude
Practical steps to get your business named when buyers ask ChatGPT, Google AI Mode, Perplexity or Claude who to hire, and how to check it is working.
AEO vs SEO vs GEO: is SEO dead, and what should a business do now?
SEO is not dead. Here is what AEO and GEO mean, how they differ from SEO, what changes in measurement, and what to do next if you already do some SEO.
How to read an AI visibility report, and what to do about each gap
A plain-English guide to reading an AI visibility report: what every term means, the four gap types, the fix for each, and how often to check again.
Semrush AI Toolkit vs Dedicated AI Visibility Tools: Suite Add-On or Specialist Platform?
Semrush's AI Visibility Toolkit vs dedicated tools: prompt limits, pricing math, engine depth, and architectural tradeoffs compared with real data.
AI Visibility for B2B SaaS: The 90-Day Program
A sequenced 90-day AI visibility program for B2B SaaS - weekly actions, effort estimates, and the conversion data that justifies it.
Visiby vs Visby AI: What's the Difference?
Is Visiby the same as Visby AI? Compare Visiby (visiby.net) and Visby AI (visby.ai) across engine coverage, passage provenance, and pricing.
What Is Visiby? A Guide to AI Visibility Tracking
Visiby is an AI search visibility tracker by FNA Technology that measures brand citations across ChatGPT, Perplexity, and Google AI Overviews.
AI Share of Voice: How to Measure AI Search Presence
AI Share of Voice is the North Star GEO metric. Learn the formula, how to track it across ChatGPT and Perplexity, and why it connects directly to revenue.
What Is AI Visibility? The Complete Guide for 2026
AI visibility tracks how often your brand is cited in ChatGPT, Perplexity, and Google AI Overviews. Learn how to measure it, improve it, and outpace competitors.
AI Visibility Tool Pricing in 2026: Compare All 9 Platforms
Master pricing guide for AI visibility and citation tools. Compare entry prices, hidden add-on traps, and price-per-prompt for all 9 platforms.
How to Write an llms.txt File: Annotated Line-by-Line Guide
Learn how to write an llms.txt file for AI web crawlers. Annotated line-by-line breakdown of Visiby's live llms.txt, syntax rules, and honest adoption data.
Robots.txt for AI Crawlers: Configs & User-Agent List
Configure robots.txt for AI web crawlers. Copy-paste configs for 3 scenarios (Allow All, Search Only, Block Training) plus full user-agent table.
SEO and GEO Together: The 2026 Dual-Search Strategy
SEO and GEO work together as complementary layers. Learn how to run both, allocate your budget, and map citation overlap vs search engine divergence.
50 Real AEO Prompts by Intent: Copy-Paste Master List
50 real AEO prompt templates grouped by buyer intent. Copy-paste prompt blocks to audit your brand citations in ChatGPT, Perplexity, and AI Overviews.
7 Profound AI Alternatives in 2026 (When $499 Doesn't Fit)
Compare 7 leading Profound AI alternatives for AI search tracking and citation intelligence. Features, pricing, and multi-engine coverage analyzed.
We Tested Whether Listicle Inclusion Increases AI Citations
We measured citation rates for brands inside vs outside top-10 listicles across 50,000 prompts. Discover the 3.4x citation lift and position-decay metrics.
How to Track Competitor Rankings in AI Search Results
Track competitor rankings across ChatGPT, Perplexity, and Google AI Overviews using our step-by-step spreadsheet audit matrix and automated tracking tools.
AI Answer Volatility: How Often AI Changes Recommendations
Our 12-week benchmark reveals AI answers change continuously. Discover weekly citation churn rates across ChatGPT, Perplexity, and Gemini with audit tactics.
Which Domains Does ChatGPT Actually Cite? (2026 Data)
Explore which domain types ChatGPT cites most across 50,000 prompts, how its Bing index dependency shapes source selection, and how brands can get recommended.
The 8 Best AEO Tools in 2026 (Tested and Priced)
The 8 best AEO tools compared on citation tracking, price and execution features. Tested on real prompts - not vendor claims.
Best Ways to Track Brand Mentions in AI Search (2026)
The best ways to track your brand mentions across ChatGPT, Perplexity and AI Overviews - manual methods, tools, and what each one costs.
Perplexity Brand Visibility: How Its Citations Work and How to Track Them
Learn how Perplexity chooses citations, why visibility changes within 2 to 7 days, and how to track your brand's citation performance using proven AI search monitoring strategies.
AI Citation Benchmark: 172 Prompts, 3 Engines, 7 Brands
Visiby ran 172 buyer prompts across ChatGPT, Perplexity, and Google AI Overviews. Median brand citation rate was 11% on ChatGPT and 4% on AI Overviews.
Best Tools to Monitor ChatGPT Brand Mentions (Free)
The best tools to monitor your brand in ChatGPT, plus a free manual audit method with template. Includes the Bing indexing trick.
Google AI Mode Tracking: The 5 Tools That Actually Support It
Most trackers don't cover Google AI Mode - or charge extra for it. The 5 tools with real AI Mode support, compared on price and depth.
Best AI Overviews Trackers in 2026: 6 Tools Compared on Live Queries
We compared 6 AI Overviews trackers on live queries. Which tools track AIO natively, which charge extra, and what each one misses.
12 Best AI Visibility Tools in 2026 (50k Prompts Tested)
Comprehensive benchmark and review of the 12 leading platforms (Visiby, Profound, Otterly, Peec, Frase, and more) across 50,000 real prompts.
Best Keyword Research Tools for AEO Success
Discover the best keyword research tools for AEO to enhance voice search alignment. Uncover top tools and strategies to boost your digital marketing success.
Understanding Visiby: Enhancing AI Search Visibility
Discover how Visiby helps align your business for AI search and local SEO, ensuring accurate brand citations and NAP data across all major directories.
What Is Search Engine Optimization (SEO)? A Complete Guide
What is Search Engine Optimization (SEO)? Learn the fundamentals of search rankings, on-page alignment, technical site health, and authority building.
How to Evaluate an AI Visibility Vendor: A Buyer's Playbook
A 14-step framework for evaluating AI visibility vendors. Grounded in Visiby's 172-prompt benchmark across ChatGPT, Perplexity, and Google AI Overviews.
How to Rank in AI Search: A Step-by-Step Playbook
A practical, 7-step playbook for AI search optimization: make pages crawlable for GPTBot and PerplexityBot, structure answers for extraction, name entities, source every statistic, add schema, and measure citation share.
What Is Answer Engine Optimization (AEO)? The Complete 2026 Guide
Answer Engine Optimization (AEO) is the practice of structuring content so that search and AI engines select it as the direct answer to a question: featured snippets, voice search, and cited AI sources.
What Is Generative Engine Optimization (GEO)? A Complete 2026 Guide
Generative Engine Optimization (GEO) is the practice of shaping your content so that AI engines (ChatGPT, Perplexity, and Google AI Overviews) cite, mention, or recommend your brand when they generate an answer.