Resources
AI search visibility, explained.
Research and guides on how brands appear inside AI-generated answers. No invented case studies.
Best AI visibility tracking tools: how to choose, and what KnewSearch measures
Choose an AI visibility tracker by the evidence you can inspect, the questions you can control and the limits it explains. Here is how to evaluate KnewSearch with its current availability in view.
August 27, 2026
Free AI visibility scan: an AI-modeled estimate, labeled that way
The KnewSearch free AI visibility assessment uses available website context and model analysis to produce estimates and suggested buyer questions. It is a modeled starting point, not a timestamped collection of actual answers from all four monitored surfaces.
August 27, 2026
AI visibility software pricing: what you actually buy
Starter is $49/month or $499/year; Growth is $199/month or $1,980/year. Review the question limits, billing terms and current monitoring availability before subscribing.
August 27, 2026
Google Gemini AI Optimization Guide: How to Get Your Brand Cited and Recommended
Learn how to optimize your brand for Google Gemini AI citations. Actionable strategies for visibility in Gemini search, structured data tips, and measurement approaches.
February 5, 2026
How to Measure AI Search ROI and Attribution: A Practical Framework for B2B Marketers
Learn how to measure AI search ROI and build an attribution framework connecting AI visibility in ChatGPT, Perplexity, and Gemini to pipeline and revenue.
February 5, 2026
Enterprise AI Search Visibility Strategy for B2B SaaS: A Leadership Framework
A strategic framework for enterprise B2B SaaS leaders to measure and optimize brand visibility across ChatGPT, Perplexity, Gemini, and AI Overviews.
February 5, 2026
AI Search Competitor Analysis: An Evidence Review Worksheet
Plan a fair AI source comparison: choose buyer questions, fix the method, separate missing evidence and turn one finding into a marketing action.
February 5, 2026
Claude AI and Brand Visibility: What Marketers Need to Know
Learn how Anthropic's Claude AI handles brand mentions, citations, and recommendations. Discover strategies to improve your brand visibility in Claude responses.
February 5, 2026
Inside the Algorithm: How AI Search Engines Find, Rank, and Cite Sources
AI search engines use retrieval-augmented generation to synthesize answers from multiple sources. Learn how RAG pipelines, citation selection, and semantic retrieval differ from Google.
February 4, 2026
How to Get Your Brand Into AI Training Data: The Complete Visibility Strategy
Learn the proven strategies to get your brand embedded in AI training data. Actionable frameworks for ChatGPT, Claude, and Gemini parametric knowledge.
February 3, 2026
How B2B Buyers Actually Use AI Search in 2026: Original Research and Data
67% of B2B buyers now use AI search during purchase research. Original analysis reveals when buyers choose ChatGPT over Google and why it matters.
February 2, 2026
What is AI search visibility?
AI search visibility describes how a brand appears in AI-generated answers. A brand mention, a returned source link and a modeled estimate are different kinds of evidence and should be reported separately.
February 1, 2026
GEO vs SEO: What Marketers Need to Know in 2026
GEO (Generative Engine Optimization) optimizes for AI citations. SEO optimizes for Google rankings. Learn the differences and why you need both in 2026.
February 1, 2026
How to Get Your Brand Cited in Google AI Overviews
Google AI Overviews appear in 85% of searches. Learn the proven strategies to get your brand cited in AI-generated answers and capture visibility.
February 1, 2026
Share of Model (SoM): The New Metric for AI Search Success
Share of Model (SoM) measures how often AI mentions your brand vs competitors. Learn how to calculate SoM and why it's replacing Share of Voice for AI search.
February 1, 2026
Perplexity AI Optimization: How to Earn Citations in 2026
Perplexity AI processes 500M+ monthly searches with real-time citations. Learn how to optimize your content to earn citations as a source in Perplexity responses.
February 1, 2026
How ChatGPT, Perplexity, and Gemini Choose Which Brands to Cite
Discover the citation algorithms behind ChatGPT, Perplexity, Gemini and Claude. Learn what makes AI recommend your brand over competitors.
February 1, 2026
AI Search Visibility Checklist: 50 Points for GEO Success
The complete 50-point checklist to optimize your brand for AI search visibility. Covers technical setup, content, authority building, and measurement.
February 1, 2026
The Death of the Blue Link: Why B2B Buyers Trust AI Search
47% of B2B research now happens in AI search. Discover why buyers prefer ChatGPT and Perplexity over traditional Google searches for vendor research.
February 1, 2026
The AI Citation Quality Spectrum: A Practical Review Rubric
An editorial rubric for reviewing brand mentions, recommendations and source links in an observed AI answer, without treating them as conversion evidence.
February 1, 2026
Invisible in AI Search? The 6 Root Causes and How to Fix Each One
Your competitors appear in ChatGPT and Perplexity, but your brand doesn't. Here's how to diagnose the root cause and fix your AI search invisibility.
January 31, 2026