Click Context: Heatmaps for AI vs Microsoft Clarity: AI Insights
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 8, 2026.
The short answer
- On the Shopify App Store: Click Context 5.0 from 10 reviews and Microsoft Clarity 4.6 from 2,498 reviews.
- Only Click Context lists a free plan.
- Microsoft Clarity lists 20 features Click Context’s listing doesn’t mention, including Abandoned cart, AI insights, Analytics dashboard.
Head to head
- Finland
- United States
- Slovakia
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
- · 5000 session/month
- · Customer Privacy API integration
- · E-commerce event context
- · MCP server (Claude, ChatGPT, any tool)
Growth
- · 50,000 sessions/month
- · Conversion funnel tracking
- · Customer Privacy API integration
- · E-commerce event enrichment
- · MCP server (Claude, ChatGPT, any tool)
- · Prompt library access
Pro
- · 250,000 sessions/month
- · Conversion funnel tracking
- · Custom Events
- · Customer Privacy API integration
- · E-commerce event enrichment
- · MCP server (Claude, ChatGPT, any tool)
Scale
- · 1,000,000 sessions/month
- · Conversion funnel tracking
- · Custom Events
- · Custom MCP-tools
- · Customer Privacy API integration
- · E-commerce event enrichment
Free Forever
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureHeatmaps, 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?
Microsoft Clarity gives you a clear view of how shoppers browse, decide, and buy—revealing friction, drop‑offs, and missed opportunities across your store. Powered by Clarity behavioral signals, Brand Agents are AI shopping assistants that engage shoppers at the right moment and guide them from discovery to purchase in your brand’s voice, directly on your website—helping shoppers decide faster and convert with…
- Links every click, scroll, and interaction to its product and cart context
- Exposes structured behavioral data to AI tools via MCP
- Lightweight collection script under 15KB with no speed impact
- Full data ownership with export and delete at any time
- AI-Driven Insights: Detect behavior patterns and take action to improve revenue
- Replays & Heatmaps: Watch recordings of how visitors interact with your store
- Smart Events & Conversion Funnels: Identify drop-off points, recover lost sales
- Ads Campaign Performance Analysis: Optimize your Microsoft and Google Ads spend
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  Click Context |  Microsoft Clarity |
|---|---|---|
| Detected stores | 60 | Not published |
| Net store change, 28 days | +1 | 0 |
| Stores added, 28 days | 1 | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Health & Beauty, Apparel & Accessories, Home & Garden | Not published |
| Top store countries | Finland, United States, Slovakia | Not published |
Reviews
| Measure | Click Context | Microsoft Clarity |
|---|---|---|
| App Store rating | 5.0 ★(ahead) | 4.6 ★ |
| App Store reviews | 10 | 2,498(ahead) |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | 1% |
Pricing
| Measure | Click Context | Microsoft Clarity |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $39/month | No monthly plan listed |
| Longest free trial | 14 days | Not listed |
| Plans listed | 4 | 1 |
Listing
| Measure | Click Context | Microsoft Clarity |
|---|---|---|
| Shopify category rank | #61 | #3(ahead) |
| Shopify App Charts | #9 on Rookies in Analytics | #19 on Rookies in Analytics |
| Built for Shopify | Yes | No |
| Launched | May 6, 2026 | Jul 17, 2025 |
| Languages | 1 | 13 |
| Developer | Valcomm tech Oy | Microsoft Clarity |
FAQ
Click Context and Microsoft Clarity: common questions
- Is Click Context or Microsoft Clarity cheaper?
- Only Click Context lists a free plan. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- Which has better reviews, Click Context or Microsoft Clarity?
- On the Shopify App Store: Click Context 5.0 from 10 reviews and Microsoft Clarity 4.6 from 2,498 reviews.
- What features does each app list that the other doesn’t?
- Microsoft Clarity lists 20 the others don’t mention, such as Abandoned cart, AI insights, Analytics dashboard, Broken links. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Nov 8, 2026; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Nov 8, 2026. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.