Contentstack Canoe review: pricing, features & alternatives

canoe.contentstack.com/docs/plans and the Contentstack launch post (read 15 October 2026). Free: $0, 1 brand, 20 prompts a month on ChatGPT and Gemini, up to 10 generated questions per monitor, monthly runs plus on demand, a site audit and the top 2 recommendations. Growth: $279 a month or $2,790 a year, 5 brands (up to 10 with $59 one-time add-ons), 2,000 prompts a month, up to 100 editable questions per monitor, all four engines, every recommendation, six months of history, PDF reports and 10,000 API and MCP requests a month.

Canoe's FAQ defines a prompt as one question asked of one engine, so a 20-question monitor on four engines uses 80 prompts a run. Extra packs of 400 prompts cost $119 one time, up to four, and roll over for 12 months.

Canoe needs nothing installed and reads only your public site, so it works on any stack. The MCP server lets Claude, Cursor or Contentstack's own agents read reports and start new runs.

Enterprise is planned for early 2027 with SSO and SCIM, an SLA, data residency, premium models and access to 200+ AI models. Until then, larger teams are limited to Growth.

Every row below is a capability we already listed for Contentstack Canoe. It is the published feature set for this page, not a guess at an unpublished demo. Compare it with the Promptwatch checklist that follows.

On this listing, Contentstack Canoe is a AI visibility tracker for Content and web teams, especially Contentstack customers, who want a free monthly AI report and a clear upgrade path with MCP access. What we sourced here: Free plan: 1 brand, 20 prompts a month on ChatGPT and Gemini, monthly report, top 2 recommendations; Growth: 5 brands, 2,000 prompts a month on ChatGPT, Gemini, Perplexity and Claude; Up to 100 questions per monitor on Growth, grouped by buying stage, with daily, weekly or monthly schedules; Share of voice and rank against up to ten named competitors; Every cited URL split into yours, competitors' and third-party.

If you buy Contentstack Canoe for the job above, plan a second tool (or Promptwatch) for the layers this listing does not document. Still missing here: AI crawler logs (Agent Analytics), crawl-to-citation path, bot errors; Visitor analytics: AI-referred sessions and conversions; Content Agents that plan, write, and publish GEO pages to a CMS with a review inbox; Citation analytics at page, domain, Reddit, YouTube, and offsite level; Prompt volumes, difficulty, query fan-outs, personas, city-level geo; Prompt and citation trends (what changed between checks); ChatGPT Shopping tracking and Ads Radar; Agent Chat, Unified Actions, MCP server / REST API on paid plans. Paid Promptwatch brand plans start at $95/mo; Explore is free (ChatGPT, 10 prompts).

Contentstack Canoe's public pages (and this listing) describe a narrower job than Promptwatch. Most rivals answer whether you were mentioned. Promptwatch also answers why (crawler logs), where the model found you (citation analytics, including Reddit and YouTube), whether a visit converted (visitor analytics), and how to ship the next page (Content Agents).

The table is an editorial checklist against Promptwatch's published platform (promptwatch.com/llms.txt, 2026-08-23). It is not a hidden feature list for this vendor. 'Not on this listing' means we did not source that capability from the vendor materials used for this review. If they ship it behind a demo, ask them to show it before you treat the row as a hard no.