Profit Tracking Shopify Apps – Analytics & Insights

Kleio Analytics ranks #1 for profit tracking with 15.2% share — the leader position in a fragmented field where many apps are within striking distance, 15.2pp ahead of Stockroom ‑ Purchase Orders (0). Dianxiaomi（店小秘） sits at #3 with 9.3% share, rounding out the top tier. The top 3 apps together hold only 24.5% — meaning profit tracking is a fragmented market where lower-ranked apps still capture significant share. Origin: Attribution & Profit is the standout mover this month, climbing 2 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.

Profit Tracking is a fragmented market — the top 3 apps together hold only 24.5% of installs, leaving Kleio Analytics's 15.2% lead modest in absolute terms and Dianxiaomi（店小秘） at 9.3% still capturing meaningful share. With this many viable apps, pricing model and integration depth differentiate profit tracking options more than rank does.

Kleio Analytics held #1 steadily from May 2026 to Sep 2026 — an entrenched leader in profit tracking that challengers haven't displaced. Across the top 5 plotted profit tracking apps, 2 lost rank positions while only 1 improved — consolidation at the top. Kleio Analytics's share held near 15.2% from May 2026 to Sep 2026 — a stable install base for profit tracking apps rather than active gain or loss.

Stable rankings across the top 5 plotted profit tracking 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 profit tracking apps with 33.8% of all tracked installs — a single market that effectively defines the category's product priorities. Netherlands follows at 7.2%, with Sweden at 6.8%. Together, the top 3 markets account for 47.9% of profit tracking app installs worldwide. Australia (6.3%) and United Kingdom (6.0%) round out the top 5. United Kingdom is the fastest-growing market this month (+2.9pp), pointing to accelerating demand outside the established leaders.

With 33.8% of profit 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 Netherlands (7.2%) and other regions sometimes find better fit in apps that over-index outside United States.

None of the top 4 profit tracking apps tracked here have yet crossed 1,000 reviews. TrueROAS ‑ AI Ad Attribution leads the set on current cumulative reviews with 84 — closest to the milestone, at roughly 8% of the way there.

With no app in this profit tracking set having crossed 1,000 reviews, the category is still in early adoption. TrueROAS ‑ AI Ad Attribution is the closest to breaking out at 84 cumulative reviews — worth tracking its per-month review velocity to see whether it's on pace to cross the milestone first.