Checkout Analytics Shopify Apps – Analytics & Insights

MIDA Replay, Heatmap & Insight holds the top spot for checkout analytics with 28.5% market share, but the gap to challengers is closing, 28.5pp ahead of Zuko Checkout Analytics (0.1%). Microsoft Clarity: AI Insights sits at #3 with 63.2% share, rounding out the top tier. Together, the top 3 apps absorb 91.8% of all checkout analytics installs — a highly concentrated landscape with limited room for new entrants. Zuko Checkout Analytics is the standout mover this month, climbing 10 positions — a momentum signal worth tracking. Worth noting: the top-ranked app and the highest-share app aren't the same here — App Store rank and our market share metric (computed from review counts and other factors) move on independent dynamics, so cross-checking both views matters in this category.

MIDA Replay, Heatmap & Insight leads at 28.5%, only 28.5pp ahead of Zuko Checkout Analytics (0.1%), with rankings stable this month. When the top two checkout analytics apps demonstrate similar real-world adoption, fit-for-store usually matters more than rank — comparing pricing model, integration depth, and support hours separates them better than the share gap does.

MIDA Replay, Heatmap & Insight climbed from #2 (May 2026) to #1 (Oct 2026) — a 1-position gain among checkout analytics apps over the charted window. Across the top 5 plotted checkout analytics apps, 3 improved their ranking while 2 declined — the category is moving upward overall. MIDA Replay, Heatmap & Insight's share expanded +5.7pp from 22.9% (May 2026) to 28.5% (Oct 2026) — a sustained widening of the gap against other checkout analytics apps over this window.

Stable rankings across the top 5 plotted checkout analytics apps mean merchants have largely settled on their preferences — challengers below the top 5 face an uphill path to break in.

United States dominates demand for checkout analytics apps with 28.0% of all tracked installs — a single market that effectively defines the category's product priorities. India follows at 8.1%, with United Kingdom at 6.8%. Together, the top 3 markets account for 42.8% of checkout analytics app installs worldwide. Australia (4.2%) and Canada (3.8%) round out the top 5. India is the fastest-growing market this month (+0.7pp), pointing to accelerating demand outside the established leaders.

With 28.0% of checkout analytics app installs concentrated in United States, the leading apps in this category typically prioritize United States-based merchants for localization, currency, and support hours — merchants in India (8.1%) and other regions sometimes find better fit in apps that over-index outside United States.

Microsoft Clarity: AI Insights is the only app in this set to have crossed 1,000 reviews, reaching the milestone in 10 months since launch. The remaining 4 checkout analytics apps tracked here are still building toward 1,000 — current cumulative review counts give the clearest picture of where each one stands today.

4 apps on this chart haven't yet crossed 1,000 reviews: Propel Replay, Survey, Heatmap at 692, MIDA Replay, Heatmap & Insight at 585, Trackify Facebook Pixel,TikTok at 398, Zuko Checkout Analytics at 6 cumulative reviews. Propel Replay, Survey, Heatmap is closest to the milestone — its current count puts it roughly 69% of the way to 1,000.

Microsoft Clarity: AI Insights is the only app in this set to have crossed 1,000 reviews so far — a useful signal for merchants that one app has already proved sustained adoption while the others remain in the "promising but unproven" tier of the checkout analytics category.