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  5. Click Context: Heatmaps for AI

Click Context: Heatmaps for AI

by Valcomm tech Oy

5.0

(10 reviews)

72/100 · SolidBuilt for ShopifyFree plan available. Free trial available.
Best suited for stores doing 5,000–1M pageviews/month, stores using ChatGPT, Claude and MCP, which it integrates with and willing to start free and move to $39/mo.

You don't want to watch session recordings. You want to understand what customers do on your site. Heatmaps, scroll maps, and session replay give you visuals you never have time to interpret. Click Context captures the same user behavior, clicks, scrolls, page views, and event tracking, and adds e-commerce context to each one: product viewed, cart value, session outcome. It structures that data and exposes it via an MCP server, so your AI runs the funnel analysis. Where do shoppers hesitate? Which step costs you conversions? Your AI insights come from real behavior instead of guesswork. Heatmaps, scroll maps, and session replay give you visuals you never have time to interpret. Click Context captures the same user behavior, clicks, scrolls, page views, and event tracking, and adds e-commerce context to each one: product viewed, cart value, session outcome. It structures that data and exposes it via an MCP server, so your AI runs the funnel analysis. Where do shoppers hesitate? Which step costs you conversions? Your AI insights come from real behavior instead of guesswork. more Capture every customer interaction on your store for a complete picture Exposes structured behavioral data to AI tools (Claude, ChatGPT etc.) via MCP Links every click, scroll, and interaction to its product and cart context. Lightweight collection script under 15KB with no page speed impact Integrated with Shopify Customer Privacy API

Copy from the Shopify App Store listing, unedited.
View on ShopifyFind my planSee the scorecard
Plan fit
Which plan would my store need?

Move this to your own volume. Nothing is sent anywhere — the answer is computed here, from the limits this developer publishes.

How many pageviews a month?
30,000
Free≤ 5,000
Growth≤ 50,000
Pro≤ 250,000
Scale≤ 1,000,000

Growth

$39/month

≈ $0.0013 per pageview

30,000 of 50,000 pageviews/month40% headroom

Free ($0/mo) will not stretch this far — it caps out on pageviews/month.

Next step up is Pro at $99/mo — $60 more a month.

Computed from the limits printed on this developer's own plan descriptions. Prices change — confirm on the listing before you install.
Who it’s for
Analytics
What it moves
Bottom line

operating cost and staff time

What it costs
From $39/mo

free plan available · 4 tiers · priced by pageviews/month

How it’s supported
72/100

Solid · from 10 reviews

What it does

Capture every customer interaction on your store for a complete picture

Exposes structured behavioral data to AI tools (Claude, ChatGPT etc.) via MCP

Links every click, scroll, and interaction to its product and cart context.

Lightweight collection script under 15KB with no page speed impact

Integrated with Shopify Customer Privacy API

Pricing
Free plan available. Free trial available.
Free

Free

Free
MCP server (Claude, ChatGPT, any tool)
Customer Privacy API integration
5000 session/month
E-commerce event context
Growth

$39/month

Lowest paid plan
50,000 sessions/month
E-commerce event enrichment
Conversion funnel tracking
Prompt library access
MCP server (Claude, ChatGPT, any tool)
Customer Privacy API integration
Pro

$99/month

250,000 sessions/month
E-commerce event enrichment
Conversion funnel tracking
Prompt library access
MCP server (Claude, ChatGPT, any tool)
Customer Privacy API integration
Custom Events
Scale

$299/month

1,000,000 sessions/month
E-commerce event enrichment
Conversion funnel tracking
Prompt library access
MCP server (Claude, ChatGPT, any tool)
Customer Privacy API integration
Custom Events
Custom MCP-tools
Plans as listed on the Shopify App Store. Always confirm current pricing before installing.

72

/ 100
Solid
low confidence

Scored on 10 merchant reviews we hold for Click Context: Heatmaps for AI, across five checks. Every figure is computed from those reviews — expand any row to see the counts behind it.





Computed from the 10 reviews we hold, with 12-month windows measured to 2026-10. This scores the public review record — it is not a review of the software itself, and a low score often means we hold little evidence rather than poor evidence.
Review history
2026–2026 · 10 reviews read
Reviews per year
202610 reviews
What merchants say

5.0

10 reviews
5★100%
4★0%
3★0%
2★0%
1★0%
Developer replies
40%
of reviews get an answer
Reviewed at 12m+
0%
had used it a year when they wrote
From 10 reviews read. Typical reviewer had used the app for 20 days. Most merchants review in their first month, so this reflects when people write — not how long they stay.
Recent merchant reviews

The newest 8 of 10. Open one to read it in full, with the developer's reply where there is one.

ClickContext has been incredibly helpful for understanding what’s actually happening on our site beyond the standard analytics dashboards. It makes it much easier to identify where customers are getting stuck, what they’re clicking on, and which pages may need attention. I can ask for clarifying questions, and responses are easy to consume, and they're always actionable. Connecting it to my Codex was also really easy. We’ve also used it to diagnose underperforming landing pages and quickly turn the data into specific, actionable changes. For Fulton's small team, it saves a lot of time digging through analytics and helps us focus on the issues that actually matter. A really useful tool for any Shopify brand that wants a clearer picture of on-site customer behavior.

Easy to get started with, and the insights are already helping me understand how customers navigate my store and where there may be room for improvement. The support has also been friendly and helpful. Looking forward to exploring the data further!

Developer repliedThank you! Happy to help! Show more

Click Context is an amazing tool that helps easily drive real insights from user behavior. Being able to chat in plain language instead of navigating complex dimensions in a visualization tool allows this app to be used by team members of all backgrounds and skill levels. Highly recommend!

Very useful to get deeper insights into conversion insights when connecting to Claude. Also comes with a bunch of recommended prompts, so you can go from installing to insights in less than 5 minutes. Good stuff!

Great analysis tool for your store. It goes well past surface metrics: device-split funnels, per-page Core Web Vitals, exit analysis with scroll depth and single-page-exit rates, click and element heatmaps, and LLM-written session narratives that actually explain why people leave. Recommended for anyone doing serious CRO on Shopify.

Really happy with this app. My favorite feature is the playbooks, which make it much easier to ask the right kinds of questions and know what to look for (=super insightful). Bonus points for being so easy to set up & use. Definitely worth trying!

I've tried the usual session recording and heatmap apps, but watching recordings one by one rarely tells you much. Click Context structures the data so you can see what's happening and ask AI for insights on top of it. That makes it far quicker to find where customers get stuck and why they don't buy. 5 stars.

Developer repliedGood to hear, thanks for the review :) Show more

Compared to video recording tools like Hotjar or Clarity, I actually prefer the way Click Context presents the data. The information is structured, which makes it much easier to understand what is happening and ask AI for insights. Instead of watching recordings one by one and trying to spot patterns manually, this helps surface where customers might be getting stuck and why they are not buying. Simple idea, but very useful for ecommerce. 5 stars.

Developer repliedThanks for taking the time to write this. "Recordings pile up and nobody watches them" is pretty much the exact reason we built ClickContext. Glad it's useful. If there's ever a question you wish you could ask your data, tell us, that feedback shapes what we build next. Show more

Click Context: Heatmaps for AI FAQ

Answered from this app's own listing and its full review record.

Best suited for stores doing 5,000–1M pageviews/month, stores using ChatGPT, Claude and MCP, which it integrates with and willing to start free and move to $39/mo.

There is a free plan, paid plans start at $39/month, and run to $299/month across 4 published tiers. Prices are as listed on the Shopify App Store and can change — confirm before installing.

Click Context: Heatmaps for AI's tiers are gated on pageviews/month, so the right plan depends on your own volume. The plan-fit tool on this page resolves the cheapest tier whose published limits cover the number you enter, and shows how much headroom is left before the next step up.

On our scorecard Click Context: Heatmaps for AI rates 72 out of 100 — solid — read from 10 merchant reviews. The developer has published replies to 4 of 10 reviews. The score reflects what the review record shows, nothing more.

10 merchants have reviewed Click Context: Heatmaps for AI, averaging 5.0 out of 5. We hold the review history from 2026 to 2026, which is what the year-by-year chart on this page is built from.

Quick facts
At a glance
Merchant rating

5.0 / 5 · 10 reviews


Rating, last 12 months

5.00 from 10 reviews


New reviews, last 12 months

10


Developer replies

4 of 10 reviews


Typical reviewer had used it

20 days


Pricing

Free plan available. Free trial available.


On the App Store since

May 6, 2026


Review history held

2026 – 2026

Integrates with
Checkout
Shopify Admin
ChatGPT
Claude
MCP
Pixels
Sidekick

Categories
Analytics
Will AI shoppers find this store?

Apps like this one convert the traffic you already have. Getting recommended by ChatGPT and Perplexity is a separate problem.

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xpay

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