Order Metrics Shopify Apps – Analytics & Insights

TP: True Profit Analytics holds the top spot for order metrics with 21.6% market share, but the gap to challengers is closing, 21.2pp ahead of Porter Metrics (0.3%). 17TRACK Order Tracking sits at #3 with 55.4% share, rounding out the top tier. Together, the top 3 apps absorb 77.3% of all order metrics installs — a highly concentrated landscape with limited room for new entrants. CWILL Order Tracking is the standout mover this month, climbing 3 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.

TP: True Profit Analytics leads at 21.6%, only 21.2pp ahead of Porter Metrics (0.3%), with rankings stable this month. When the top two order metrics 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.

TP: True Profit Analytics held #1 steadily from Oct 2025 to Oct 2026 — an entrenched leader in order metrics that challengers haven't displaced. Across the top 5 plotted order metrics apps, 1 improved their ranking while 0 declined — the category is moving upward overall. TP: True Profit Analytics's share held near 21.6% from Oct 2025 to Oct 2026 — a stable install base for order metrics apps rather than active gain or loss.

Stable rankings across the top 5 plotted order metrics 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 order metrics apps with 27.5% of all tracked installs — a single market that effectively defines the category's product priorities. United Kingdom follows at 7.5%, with France at 6.5%. Together, the top 3 markets account for 41.5% of order metrics app installs worldwide. Hong Kong (6.4%) and Germany (5.7%) round out the top 5.

With 27.5% of order metrics 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 (7.5%) and other regions sometimes find better fit in apps that over-index outside United States.

17TRACK Order Tracking reached 1,000 reviews in 36 months since launch — the fastest ramp among the top 4 order metrics apps tracked here. Order Printer Pro: PDF Invoice crossed the same milestone in 104 months, 68 months behind.

2 apps on this chart haven't yet crossed 1,000 reviews: TP: True Profit Analytics at 903, Porter Metrics at 8 cumulative reviews. TP: True Profit Analytics is closest to the milestone — its current count puts it roughly 90% of the way to 1,000.

The 68-month gap between 17TRACK Order Tracking's and Order Printer Pro: PDF Invoice's time-to-1,000 highlights how unevenly product-market fit landed across this order metrics set — the leader found its merchant audience early, while late-rampers took multiple years to reach the same review depth. For merchants comparing these apps today, slower-ramping apps may have closed the functionality gap but still operate on smaller review bases.