Contentsquare AI review (Oct 2026): Sense AI for experience analytics (with Heap and Hotjar)

What this Contentsquare page covers

This page is for a UX researcher, a digital or e-commerce manager, or a product manager who needs to know why visitors struggle on a page — and for former Heap or Hotjar users wondering where their tools went. The question it answers: which Sense features shorten the path from “conversion dropped” to a fix you can defend, what each one reads, and where a named owner still has to open the evidence before anyone changes the site.

Naming as of 8 October 2026: Sense is the AI layer across Contentsquare, and Contentsquare’s Sense guide says it is built into the platform rather than a separate add-on — though Sense Analyst itself is a paid add-on on Pro and Enterprise plans. Contentsquare says “what was formerly known as Heap is now Contentsquare Product Analytics”, and that you can no longer sign up for Hotjar because its heatmaps, recordings, surveys, and feedback tools now live inside Contentsquare; hotjar.com’s pricing link now opens the Contentsquare pricing page.

Everything below comes from Contentsquare’s Sense guide and AI page, its help-center articles, its March 2026 press release, its Heap and Hotjar comparison pages, and its pricing page, as we read them on 8 October 2026. Contentsquare quotes customer results such as conversion gains after redesigns; we treat those as vendor claims, not results you should expect.

Major features (with how someone uses them)

Examples at a glance: each feature has a concrete example from a real job plus a short Try this you can run this week.

1. Sense Chat on a conversion drop: open the zones and sessions (primary)

What it is: Sense Chat is Contentsquare’s conversational assistant. You ask a question in plain English — why did paid conversions dip this week, what is causing rage clicks on the product page, which pages have the highest drop-off — and Contentsquare says it answers with visual evidence and a recommended next step, and takes follow-up questions. Contentsquare’s pricing page lists “Sense Chat & AI summaries” among plan features.

A chat answer gives you reasons; the evidence is in the zones and sessions. For each reason Sense gives, open the zone it refers to (click rate, hesitation, scroll reach) and three or four sessions that show the behavior. A reason survives only if you can see it happen. Then check the boring causes Sense may not know about: a campaign that ended, a tracking change, a price change, a slow release.

Concrete example (e-commerce manager on a Monday) Conversion on a product page fell last week. An e-commerce manager asks Sense Chat why. It names three reasons: more rage clicks on the size selector, a slower page on mobile, and fewer visitors reaching the reviews section. She opens the size-selector zone and four sessions — the rage clicks are real and started the day a new size chart went live. The mobile slowdown is real but small. The reviews drop came from a moved section, not a problem. She files one bug for the size selector.

Try this

Primary workflow:

Ask Contentsquare’s AI why one page’s conversion dropped last week. Open the zones and sessions behind each reason. Mark each reason “seen”, “partly seen”, or “not seen”, and take only the “seen” ones to the page owner.

2. Sense Analyst: multi-step analyses, curated insights, schedules

What it is: Sense Analyst is Contentsquare’s analytics agent. Given a goal such as “help me reduce checkout abandonment”, Contentsquare says it builds an analysis plan, runs it across Journey Analysis, Funnels, Zoning, Page Comparator, Session Replay, Error Analysis, speed metrics, and more, and returns prioritized recommendations. It also produces curated insights on a set cadence, ranked Critical, Opportunity, Win, Risk, or Info, emails top insights every Tuesday, keeps conversation history, and lets you schedule saved prompts daily, weekly, or monthly. In March 2026 Contentsquare made it configurable to each team’s goals, KPIs, and industry.

Recommendations such as “add trust badges near the payment button” or “cut form fields from 8 to 4” (Contentsquare’s own examples) are test ideas, not fixes to ship. Send each one through your normal test or design review, with the evidence Sense Analyst cited attached. A named page or product owner decides what changes; Sense Analyst does not edit your site.

Concrete example (digital product manager) A digital PM schedules a weekly Sense Analyst prompt on checkout. Week two’s report marks a Critical insight: a payment error spiking on one browser. She opens the error analysis and three affected sessions, confirms it, and sends it to engineering with the session links. The same report suggests reducing form fields; she logs that as a test idea instead of a change.

Try this

Schedule one prompt:

Schedule one Sense Analyst prompt weekly for your highest-traffic funnel. For four weeks, log each Critical or Risk insight, whether the evidence held up, and who acted on it.

3. Session replay and heatmap summaries

What it is: Sense summaries condense session replays, heatmaps, errors, and journeys. Contentsquare says Session Replay summaries can cover one session or a group of up to 100 at once, surfacing friction points, errors, and standout moments — for example, a batch of post-launch sessions after a redesign. Sense also writes page mappings automatically and can generate surveys and analyse feedback.

A summary of 100 sessions tells you where to look, not what is true. Watch at least five of the sessions behind any friction it reports, and check that the batch you chose is representative — 100 sessions from the first hour after a launch may all be your own team. The UX or product owner who acts on a summary should be able to name the sessions they watched.

Concrete example (UX researcher after a redesign) A UX researcher summarizes 80 sessions from the first two days of a redesigned signup page. The summary reports hesitation at the password rules. She watches six of those sessions: four show visitors retyping passwords after an error. She shares the finding with the six session links and suggests showing the rules before typing, not after.

Try this

Watch five:

Summarize 50 sessions from one page. For the top friction point, watch five of the sessions yourself and attach their links to any ticket you open.

5. Contentsquare MCP: experience data in Claude, ChatGPT, and Copilot

What it is: Contentsquare’s MCP server lets Claude, ChatGPT, Microsoft Copilot, Cursor, and other AI assistants query Contentsquare data in natural language — “which parts of our checkout journey are causing drop-off this week?” — without logging in to Contentsquare separately. Its pricing page lists “Connect with LLMs (MCP)” among the features on the free plan. The March 2026 release also added analytics for ChatGPT apps and for LLM- and agent-driven traffic, and conversation intelligence built on Contentsquare’s Loris acquisition.

An answer in a general assistant loses the visual evidence Sense Chat shows inside Contentsquare. Use MCP for quick questions and weekly digests, but open Contentsquare before you act on a number. Keep the AI client’s own data settings in mind: the experience data you pull into a chat is then governed by that tool’s retention and sharing rules as well.

Concrete example (growth lead) A growth lead asks Claude, through the Contentsquare MCP, for the three pages with the biggest drop in conversion this week. Claude lists them with figures. She opens each one in Contentsquare: two match, one is a page whose traffic halved after a paused campaign, so its conversion rate barely moved. She brings two pages to the weekly review.

Try this

Open before acting:

Ask your AI assistant, through the Contentsquare MCP, for this week’s three biggest conversion drops. Open each in Contentsquare and note whether traffic mix, not behavior, explains it.

6. Plans, the Heap and Hotjar move, and where Contentsquare fits

What it is: Contentsquare sells Free, Growth, Pro, and Enterprise plans, priced by monthly sessions, with separate allowances for Product Analytics (the former Heap) and Voice of Customer (surveys and feedback, much of it from Hotjar). Sense Chat and AI summaries appear in plan features; Sense Analyst is a paid add-on on Pro and Enterprise with a 30-day trial, in open beta for Growth customers who signed up from 7 July 2026, and a lighter “Sense Analyst lite” is listed in beta.

Contentsquare fits UX, digital, and e-commerce teams that want heatmaps, zones, journeys, replays, and product analytics in one place with AI that reads all of it. Product and support teams focused on replay-based issue finding compare Fullstory AI; teams that want analytics with flags and tests compare Statsig or PostHog; behavioral analytics teams compare Amplitude or Mixpanel; and teams that turn findings into web tests pair with Optimizely Opal. For in-app guidance on the same product, see Pendo.

Concrete example (boundary) A small SaaS team used Hotjar’s free plan for heatmaps and Heap for product analytics. Both now sit in Contentsquare. The team lead maps which allowances they actually use — sessions, replays, survey responses — and finds the Free plan covers heatmaps and replays at their traffic, while product analytics needs Growth. She trials Growth for 14 days before committing, with Sense Analyst in its open beta.

Try this

Map your allowances:

Write last month’s sessions, replays watched, and survey responses next to Contentsquare’s plan allowances. Pick the smallest plan that covers them before you price Sense Analyst on top.

Pricing context (October 2026)

Contentsquare publishes some prices. Its pricing page on 8 October 2026 listed a Free plan ($0; Product Analytics up to 10k monthly sessions; MCP connection listed), Growth “starting from” $49 for Experience Analytics (the figure rises with monthly sessions; Voice of Customer and Product Analytics are priced separately), and Pro and Enterprise with no listed price. It says Growth plans do not require an annual contract, that paying annually in-app by card or PayPal takes 20% off before VAT, and that European customers are billed in euros.

Sense Analyst is a paid add-on for Pro and Enterprise with no published price (admins can start a 30-day free trial); it is in open beta for Growth customers who signed up from 7 July 2026, and Free-plan sign-ups can try it during the 14-day Growth trial. Ask for a quote that separates sessions, replays, Product Analytics, Voice of Customer, and Sense Analyst.

Uncertainty: We read Contentsquare’s prices from its pricing page on 8 October 2026; the displayed amount depends on product, session volume, billing period, and region, so check the page with your own volume. Sense Analyst’s price is not public, and its open beta for Growth may end or change. The masking details come from Contentsquare help-center articles, which we read through search extracts.

When it’s useful (honest take)

Useful when your team needs to know why visitors struggle on specific pages and wants zones, journeys, replays, and product analytics in one place: Sense Chat to get candidate reasons fast, summaries to triage many sessions, Sense Analyst to watch key funnels on a schedule, and an MCP server for quick questions from Claude or ChatGPT — with full masking on by default.

Less useful when your traffic is small (few sessions means weak patterns for Sense to find), your team will not watch the sessions behind each reason, or your main need is server-side experiments and flags. Former Hotjar users who only want heatmaps may find the free plan enough without any Sense add-on.

Related options (educational)

FAQ

Is Contentsquare the same as Heap and Hotjar now?

Contentsquare acquired Hotjar in 2021 and Heap in 2023. It says Heap is now Contentsquare Product Analytics and that you can no longer sign up for Hotjar; Hotjar’s heatmaps, recordings, surveys, and feedback tools live inside Contentsquare, including its free plan.

How much does Contentsquare cost in October 2026?

The pricing page lists a Free plan, Growth starting from $49 for Experience Analytics (rising with sessions), and Pro and Enterprise without listed prices. Sense Analyst is a paid add-on on Pro and Enterprise with no published price. See contentsquare.com/pricing.

What is Contentsquare Sense?

Sense is the AI built into Contentsquare: Sense Chat answers questions about your data, summaries condense replays, heatmaps, errors, and journeys, Sense Analyst runs multi-step and scheduled analyses, and an MCP server connects the data to Claude, ChatGPT, Copilot, and Cursor.

Does Contentsquare mask personal data in session replay?

Yes by default. Web projects start with full masking of text, numbers, and media, and automatic redaction of form values, emails, card-like and phone-like numbers, long numbers, and JWTs is always on. Your own consent banner and privacy policy still apply.

Who should approve changes based on Contentsquare AI?

A named page or product owner approves any site change after opening the zones and sessions behind each AI reason, and a privacy or legal owner approves any change to masking settings.

Optional next step (if seats overlap)

If you still pay for Hotjar-era heatmaps, a separate product analytics seat, a replay tool, and a general assistant that all explain the same conversion drop, that overlap is worth a look. Map the overlap with the $19 AI toolkit audit or the $9 AI toolkit spreadsheet. Email Audit $19 or Toolkit spreadsheet $9.

Checkout is live via Stripe. After you pay, we email delivery (spreadsheet) or intake next steps (audit).

Related: Statsig · Optimizely Opal · Planhat AI · Fullstory AI · LaunchDarkly AI · Amplitude AI · Mixpanel AI · PostHog AI · Pendo AI · Gainsight AI · How-to: Use Contentsquare Sense to summarize session replays, and have the UX lead check the replays before acting · ops hub