Fraud Protection Shopify Apps – Analytics & Insights

Airwallex Fraud Protection ranks #1 for fraud protection with 0 share — the leader position in a fragmented field where many apps are within striking distance, -7.5pp ahead of VOL Fraud Filter & Bot Blocker (7.5%). Affiliate Marketing ReferrLy sits at #3 with 30.7% share, rounding out the top tier. The top 3 apps together hold only 38.2% — meaning fraud protection is a fragmented market where lower-ranked apps still capture significant share. Disputifier: Smart Chargebacks 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.

Fraud Protection is a fragmented market — the top 3 apps together hold only 38.2% of installs, leaving Airwallex Fraud Protection's 0 lead modest in absolute terms and Affiliate Marketing ReferrLy at 30.7% still capturing meaningful share. With this many viable apps, pricing model and integration depth differentiate fraud protection options more than rank does.

Airwallex Fraud Protection held #1 steadily from May 2026 to Oct 2026 — an entrenched leader in fraud protection that challengers haven't displaced. Among the top 5 plotted fraud protection apps, 1 improved and 1 declined — rankings reshuffled without a single category-wide direction. UpPromote Affiliate Marketing's share contracted -30.7pp from 79.6% (May 2026) to 48.9% (Oct 2026) — a meaningful narrowing of the leader's gap against other fraud protection apps over this window.

Stable rankings across the top 5 plotted fraud protection 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 fraud protection apps with 41.7% of all tracked installs — a single market that effectively defines the category's product priorities. United Kingdom follows at 9.1%, with Germany at 7.2%. Together, the top 3 markets account for 58.1% of fraud protection app installs worldwide. Australia (4.4%) and Canada (4.2%) round out the top 5. United Kingdom is the fastest-growing market this month (+1.4pp), pointing to accelerating demand outside the established leaders.

With 41.7% of fraud protection 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 (9.1%) 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 fraud protection 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: VOL Fraud Filter & Bot Blocker at 28, Airwallex Fraud Protection at 3 cumulative reviews. VOL Fraud Filter & Bot Blocker is closest to the milestone — its current count puts it roughly 3% 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 fraud protection 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.