Custom Reports Shopify Apps – Analytics & Insights

Report Pundit: Custom Reports dominates custom reports with 56.5% market share — a clear category leader Shopify merchants gravitate to first, 55.0pp ahead of Report Toaster: Custom Reports (1.5%). Mipler ‑ Advanced Reports sits at #3 with 9.1% share, rounding out the top tier. The top 3 apps together control 67.2% of custom reports installs — a clear leadership tier with a meaningful long tail behind them. Propel Replay, Survey, Heatmap is the standout mover this month, climbing 1 position — a momentum signal worth tracking.

Report Pundit: Custom Reports's 56.5% lead has held stably this month, with the top 3 apps capturing 67.2% of all custom reports installs. Report Toaster: Custom Reports (1.5%) is the natural alternative when store fit or pricing rules out Report Pundit: Custom Reports.

Report Pundit: Custom Reports held #1 steadily from Oct 2025 to Oct 2026 — an entrenched leader in custom reports that challengers haven't displaced. Across the top 5 plotted custom reports apps, 1 improved their ranking while 0 declined — the category is moving upward overall. Report Pundit: Custom Reports's share contracted -9.8pp from 66.3% (Oct 2025) to 56.5% (Oct 2026) — a meaningful narrowing of the leader's gap against other custom reports apps over this window.

Stable rankings across the top 5 plotted custom reports 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 custom reports apps with 40.8% of all tracked installs — a single market that effectively defines the category's product priorities. United Kingdom follows at 11.3%, with Canada at 7.0%. Together, the top 3 markets account for 59.1% of custom reports app installs worldwide. Australia (5.1%) and India (3.8%) round out the top 5. Canada is the fastest-growing market this month (+0.7pp), pointing to accelerating demand outside the established leaders.

With 40.8% of custom reports 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 (11.3%) and other regions sometimes find better fit in apps that over-index outside United States.

Report Pundit: Custom Reports reached 1,000 reviews in 51 months since launch — the fastest ramp among the top 5 custom reports apps tracked here. Data Export IO: Report crossed the same milestone in 74 months, 23 months behind.

3 apps on this chart haven't yet crossed 1,000 reviews: Mipler ‑ Advanced Reports at 647, MIDA Replay, Heatmap & Insight at 585, Report Toaster: Custom Reports at 218 cumulative reviews. Mipler ‑ Advanced Reports is closest to the milestone — its current count puts it roughly 65% of the way to 1,000.

The 23-month spread between Report Pundit: Custom Reports and Data Export IO: Report reaching 1,000 reviews suggests a competitive custom reports category — leaders pulled ahead by roughly a year, but no single app dominated launch-to-milestone speed. The ramp differences likely reflect both product quality and timing-of-launch rather than one clear category winner.