Editorial insights & original research.
Read the latest editorial and survey-based research, then explore the free tools we use internally — scans, generators and content ideas.
Original research from LLM Listed.
Survey-based research on how buyers and consumers are using AI to discover, evaluate and choose products, services and professional advisors.
The AI SaaS Churn Report 2026
How businesses use ChatGPT, Copilot, Gemini, Claude and Perplexity to audit their software stacks and decide what to renew, downgrade or cancel.
The State of AI Business Accuracy Report 2026
How accurately ChatGPT, Gemini, Claude and Perplexity describe 250 real businesses — and where they get it wrong.
The AI Legal Consumer Report 2026
How Americans are using ChatGPT, Google AI Overviews, Claude, Gemini and Copilot to find, evaluate and hire law firms.
The AI Buyer Journey Report 2026
How 770 B2B and B2C buyers are using AI to research, evaluate and choose products and services.
Free Tools
AI Visibility Scan
Free 30-second scan across ChatGPT, Claude, Gemini & Perplexity.
Keyword & Prompt Research
Map the prompts your customers actually ask AI assistants.
LLMs.txt Generator
Generate the canonical LLMs.txt file for your site.
AI Humanizer
Rewrite AI-generated copy into editorial human prose.
AI Competitor Comparison
Compare your AI visibility head-to-head with rivals.
AEO Content Idea Generator
Generate answer-first content ideas mapped to your prompts.
The Answer Engine Playbook.
The first comprehensive guide to AEO — how to get your brand found in ChatGPT and the future of search. Written by Ben Harper.
Get the free downloadThe latest AEO news in your inbox, every Friday.
One concise briefing on what changed across ChatGPT, Claude, Gemini and Perplexity - and exactly what to do about it.