Product Tracking Shopify Apps – Analytics & Insights

Affiliate Marketing ReferrLy dominates product tracking with 41.2% market share — a clear category leader Shopify merchants gravitate to first, 28.5pp ahead of BixGrow Affiliate Marketing (12.7%). UpPromote Affiliate Marketing sits at #3 with 42.4% share, rounding out the top tier. Together, the top 3 apps absorb 96.3% of all product tracking installs — a highly concentrated landscape with limited room for new entrants. Kanbanify: Custom Order Stages is the standout mover this month, climbing 37 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.

Affiliate Marketing ReferrLy's 41.2% share looks dominant, but Affilitrak Affiliate Marketing slipped 3 positions this month and the rest of the top 5 has reshuffled. Product Tracking apps are settled at the top and contested below — for merchants whose needs aren't a perfect Affiliate Marketing ReferrLy fit, the #2–#5 apps often surface better niche options.

Affiliate Marketing ReferrLy climbed from #2 (May 2026) to #1 (Sep 2026) — a 1-position gain among product tracking apps over the charted window. Across the top 5 plotted product tracking apps, 4 improved their ranking while 1 declined — the category is moving upward overall. Affiliate Marketing ReferrLy's share held near 41.2% from May 2026 to Sep 2026 — a stable install base for product tracking apps rather than active gain or loss.

5 of 5 plotted product tracking apps moved positions in this window — recent trajectory beats current rank as a signal when a category is reshuffling this actively.

United States dominates demand for product tracking apps with 42.4% of all tracked installs — a single market that effectively defines the category's product priorities. United Kingdom follows at 8.9%, with Germany at 8.0%. Together, the top 3 markets account for 59.3% of product tracking app installs worldwide. Australia (4.4%) and Canada (3.7%) round out the top 5.

With 42.4% of product tracking 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 (8.9%) and other regions sometimes find better fit in apps that over-index outside United States.

BixGrow Affiliate Marketing reached 1,000 reviews in 46 months since launch — the fastest ramp among the top 5 product tracking apps tracked here. UpPromote Affiliate Marketing in 52 months, and Affiliate Marketing ReferrLy took 64 months to cross the same milestone, a 18-month spread between the fastest and slowest in the set.

2 apps on this chart haven't yet crossed 1,000 reviews: Serializer ‑ Product Tracking at 6, Kanbanify: Custom Order Stages at 3 cumulative reviews. Serializer ‑ Product Tracking is closest to the milestone — its current count puts it roughly 1% of the way to 1,000.

The 18-month spread between BixGrow Affiliate Marketing and Affiliate Marketing ReferrLy reaching 1,000 reviews suggests a competitive product tracking 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.