Contentstack Canoe Reviews & Product Details

Contentstack Canoe measures how AI answer engines talk about your brand. Add your domain and it drafts a brand profile with your products, competitors and buyer personas. It writes the questions your buyers ask and puts each one to ChatGPT, Gemini, Perplexity and Claude with web search on. A report takes about two minutes. You see how often you're named, where you land in the answer, how each engine describes you, which competitors take the questions you lose and which sources the engines cite. A site audit checks whether AI crawlers can reach and read your pages and gives you an AI Readiness Score. Then you get up to ten ranked recommendations, so you know what to fix first. Every answer is scored in code the same way on every run, so your trend lines compare like with like. It works on any website and any stack. You don't need Contentstack's CMS. Pricing is public. Free is $0 forever with no card: one brand, ChatGPT and Gemini, a full report every month, competitors, sentiment, citations, the site audit and your top two recommendations. Growth is $279 a month or $2,790 a year at limited-time launch pricing, with all four engines, five brands, 2,000 prompts a month, scheduled runs, every recommendation, PDF reports, the MCP server and REST API. Unlimited users on every plan. Contentstack Canoe is made by Contentstack. Marketing teams at a global sporting goods retailer, a European hearing care brand, a sales software company and a small design studio already use it. Where it's going: AI answers are becoming the first page buyers read, and agents are starting to do the research for them. Over the next few months Contentstack Canoe adds Microsoft Copilot and Google AI Mode, shows which AI agents read your site and whether they're real (through Cloudflare), builds questions from your real audiences (through Lytics) and drafts content fixes in your CMS for a person to approve. Reports in more languages and markets, shareable report links and an Enterprise plan with SSO and EU data residency follow in early 2027.