1B+
people use ChatGPT every week.
AI visibility from Contentstack
Know how your brand shows up when buyers ask AI
See who wins the answer, which sources AI trusts and what to fix first.
No card. First report in about two minutes.
- ChatGPT
- Gemini
- Perplexity
- Claude
Inspire humans, inform agents
Every brand has two audiences now
The person who buys, and the AI that decides whether they ever hear your name.
8%
of Google visits with an AI summary included a click on a regular result. Without one: 15%.
5to10%
of the sources AI search draws on are a brand’s own sites.
How it works
Give it your URL. Get what to fix.
Nothing to install. It reads your public site, so it works on any stack.
-
Add your domain
We draft your products, personas and competitors.
-
We draft the questions
What buyers in your category ask, tagged by stage.
-
The engines answer
As a buyer types it, with web search on.
-
Fix what loses the answer
Up to ten ranked fixes, then measure again.
See who’s taking your answers
Share of voice and rank against the competitors you name.
See how AI describes you
Sentiment by topic, with the exact words each engine used.
See the sources AI trusts
Every cited URL, split into yours, competitors’ and third‑party.
Know what to fix first
Up to ten ranked recommendations per run, each with concrete steps.
Illustrative data, fictional brand.
Site audit on every plan checks whether AI crawlers can read your site. See the site audit
See everything in the reportAgents and MCP
Take the report to your agents
On Growth and Enterprise, Claude, Cursor or any MCP client can read your reports and start new runs.
Claude Code
$ claude mcp add --transport http \
contentstack-canoe \
https://canoe.contentstack.com/api/mcp \
--header "Authorization: Bearer $CONTENTSTACK_CANOE_API_KEY"Then ask your agent
- Which questions did we lose to a competitor this week?
- Re-run the monitor and tell me what changed.
Pair it with Contentstack Agent OS to draft fixes in your stack for review. Set it up
Pricing
Free to start, no expiry
Free
$0forever
One brand on ChatGPT and Gemini, a site audit and a fresh report every month.
Start freeGrowth Recommended Launch price
$279a month
All four engines, five brands, every recommendation, MCP and API.
Start with GrowthEnterprise Coming soon
Custom
Unlimited brandsFair use policy applies, 200+ AI models, SSO, an SLA and data residency. Contact us
Contact usA fair use policy applies.
Common questions
What does Contentstack Canoe do?
It monitors your AI visibility (what SEO teams call AEO or GEO). It asks ChatGPT, Gemini, Perplexity and Claude your buyers’ questions, then shows how often you’re named, who wins instead, which sources get cited and what to fix first.
Do I need Contentstack CMS?
No. Contentstack Canoe reads your public site, so it works on any stack and nothing needs to move.
Why can’t I just ask ChatGPT myself?
You can, once. Now repeat it on four engines, 20 questions and ten competitors every week, scored the same way each time.
Can I trust the score when AI answers change?
Engine answers vary. The scoring doesn’t: mentions are counted in code and citations are the links each engine actually showed. Sentiment is a model’s read, and we label it that way.