{"name":"Moatlight","description":"See how ChatGPT and Google AI Overview describe your positioning, and what to change to get picked over bigger competitors. Free report in 2 minutes.","what_it_does":"Moatlight takes the questions a business's buyers ask AI, runs them through ChatGPT and Google AI Overview, plus Claude and Perplexity when the account includes them, shows which brands the answers name instead, and gives a ranked plan of changes.","engines":["ChatGPT","Google AI Overview","Claude","Perplexity"],"engines_by_plan":"Reports on the free plan run on ChatGPT and Google AI Overview. The Early Access pass adds Claude and Perplexity.","best_for":["A business owner or marketer who wants to know whether AI engines such as ChatGPT and Google AI Overview name their company when buyers ask.","Finding which competitors AI recommends instead, and which pages AI cites.","Getting a short ranked list of changes (each with the reason, the page to change and the time it takes).","Checking how ready a website is for AI agents (Early Access pass)."],"not_for":["Writing or publishing content for you.","Traffic or lead forecasts. Moatlight promises no numbers and no dates.","More than one website on the free plan."],"how_to_use":{"no_login":"Read this API's public endpoints, or open the sample report (made-up data).","with_login":"Connect with OAuth 2.0 (see auth.md), then start a report with POST /api/v1/reports.","sandbox":"https://moatlight.com/api/v1/sandbox mirrors the report endpoints on made-up data, with no login and no cost."},"links":{"website":"https://moatlight.com","docs":"https://moatlight.com/docs","openapi":"https://moatlight.com/openapi.json","mcp":"https://moatlight.com/mcp","llms_txt":"https://moatlight.com/llms.txt","sample_report":"https://moatlight.com/demo"},"contact":"ceo@moatlight.com","updated":"November 4, 2026"}