Checkout Analytics Shopify Apps – Analytics & Insights

Zuko Checkout Analytics ranks #1 for checkout analytics with 0.7% share — the leader position in a fragmented field where many apps are within striking distance, -23.7pp ahead of MIDA Replay, Heatmap & Insight (24.3%). Propel Replay, Survey, Heatmap sits at #3 with 16.1% share, rounding out the top tier. The top 3 apps together hold only 41.0% — meaning checkout analytics is a fragmented market where lower-ranked apps still capture significant share. TiXel: Meta Pixel TikTok Pixel 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.

Checkout Analytics is a fragmented market — the top 3 apps together hold only 41.0% of installs, leaving Zuko Checkout Analytics's 0.7% lead modest in absolute terms and Propel Replay, Survey, Heatmap at 16.1% still capturing meaningful share. With this many viable apps, pricing model and integration depth differentiate checkout analytics options more than rank does.

Zuko Checkout Analytics held #1 steadily from May 2026 to Sep 2026 — an entrenched leader in checkout analytics that challengers haven't displaced. Across the top 5 plotted checkout analytics apps, 1 improved their ranking while 0 declined — the category is moving upward overall. Zuko Checkout Analytics's share expanded +0.1pp from 0.5% (May 2026) to 0.7% (Sep 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. United Kingdom follows at 7.8%, with India at 7.3%. Together, the top 3 markets account for 43.1% of checkout analytics app installs worldwide. Australia (4.0%) and Canada (3.8%) round out the top 5.

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 United Kingdom (7.8%) 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 616, MIDA Replay, Heatmap & Insight at 519, Ⓩ Facebook Pixel Tiktok Pixel at 158, Zuko Checkout Analytics at 5 cumulative reviews. Propel Replay, Survey, Heatmap is closest to the milestone — its current count puts it roughly 62% 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.