Ai Recommendations Shopify Apps – Analytics & Insights

Frequently Bought Together CBB ranks #1 for ai recommendations with 5.3% share — the leader position in a fragmented field where many apps are within striking distance, -67.1pp ahead of Kaching Bundles App & Upsells (72.3%). Kaching CartDrawer Cart Upsell sits at #3 with 12.1% share, rounding out the top tier. Together, the top 3 apps absorb 89.6% of all ai recommendations installs — a highly concentrated landscape with limited room for new entrants. Kaching Bundles App & Upsells is the standout mover this month, climbing 6 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.

Ai Recommendations is a fragmented market — the top 3 apps together hold only 89.6% of installs, leaving Frequently Bought Together CBB's 5.3% lead modest in absolute terms and Kaching CartDrawer Cart Upsell at 12.1% still capturing meaningful share. With this many viable apps, pricing model and integration depth differentiate ai recommendations options more than rank does.

Frequently Bought Together CBB held #1 steadily from May 2026 to Sep 2026 — an entrenched leader in ai recommendations that challengers haven't displaced. Across the top 5 plotted ai recommendations apps, 4 improved their ranking while 0 declined — the category is moving upward overall. Frequently Bought Together CBB's share held near 5.3% from May 2026 to Sep 2026 — a stable install base for ai recommendations apps rather than active gain or loss.

4 of 5 plotted ai recommendations 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 ai recommendations apps with 30.5% of all tracked installs — a single market that effectively defines the category's product priorities. United Kingdom follows at 7.3%, with Australia at 7.1%. Together, the top 3 markets account for 44.9% of ai recommendations app installs worldwide. Netherlands (7.0%) and France (5.3%) round out the top 5. Netherlands is the fastest-growing market this month (+1.8pp), pointing to accelerating demand outside the established leaders.

With 30.5% of ai recommendations 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 (7.3%) and other regions sometimes find better fit in apps that over-index outside United States.

Kaching CartDrawer Cart Upsell reached 1,000 reviews in 17 months since launch — the fastest ramp among the top 5 ai recommendations apps tracked here. Upsell & Cross Sell — Selleasy in 32 months, Kaching Bundles App & Upsells in 37 months, Aftersell Post Purchase Upsell in 73 months, and Frequently Bought Together CBB took 109 months to cross the same milestone, a 92-month spread between the fastest and slowest in the set.

All 5 apps in this set have crossed 1,000 reviews, with current cumulative counts now ranging from 914 (Aftersell Post Purchase Upsell) to 5,430 (Kaching Bundles App & Upsells) — a 5.9× difference, showing how far ahead the leader has continued to build past the milestone.

The 92-month gap between Kaching CartDrawer Cart Upsell's and Frequently Bought Together CBB's time-to-1,000 highlights how unevenly product-market fit landed across this ai recommendations 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.