Cahoot Fulfillment Shopify App – Performance, Rankings & Reviews

Cahoot Fulfillment has accumulated 27 reviews on the Shopify App Store (+0.0% vs 30 days ago) — an early-stage review base where each new install meaningfully shifts the dataset. It carries a 4.67★ average rating (+0.0% this month) — a strong rating that signals consistent merchant satisfaction. Geographically, Canada alone drives more than 40% of installs — the merchant base is heavily concentrated in one market (50.0% of reviews).

Both review velocity and rating are holding steady for Cahoot Fulfillment — a settled, predictable app where the data isn't suggesting active change in either direction. For merchants choosing now, the trade-off is reliability vs. excitement: this app won't surprise you, but it also won't pivot under your feet.

Cahoot Fulfillment's 27 cumulative reviews and 4.67★ rating come directly from the Shopify App Store and refresh weekly. The Top Region KPI uses Cahoot Fulfillment's per-country review distribution as an install-distribution proxy because Shopify doesn't publish per-country install counts.

Cahoot Fulfillment holds positions in a focused set of Shopify App Store categories, keywords, and collections — meaningful visibility concentrated rather than spread thin, with its strongest position at #69 for netsuite. Over the past 30 days, Cahoot Fulfillment slipped 15 positions in Multi-carrier tracking — worth checking whether the dip is short-term or part of a broader trend.

Cahoot Fulfillment's concentrated category footprint is showing downward pressure — losing ground in the focused set of groups where it competes most directly. Compare against rising alternatives in your target category before committing.

United States dominates Cahoot Fulfillment's install base with 50.0% of all reviews — a concentrated market that effectively defines the app's product priorities. Canada follows at 50.0%, with Hong Kong at 0. Together, the top 3 countries account for 100.0% of Cahoot Fulfillment's worldwide reviews.

Cahoot Fulfillment's heavy single-region concentration in United States typically pulls the roadmap toward that market — feature prioritisation, time-zone-aligned support, and integrations with United States's payment/shipping providers all reflect that focus. Merchants in United States get the strongest experience; merchants elsewhere should weigh regional fit more carefully than for region-agnostic alternatives.

Across the top 4 groups plotted on this chart, Cahoot Fulfillment's rank changes balance out — gains and losses split roughly evenly, suggesting a settled competitive position rather than active gain or loss. Its most pronounced gain is in Multi-Carrier Tracking — climbing from #85 to #72 over the charted period.

When an app loses ground in several Shopify groups at once, it usually means competitors are launching features faster than the leader is responding. Cahoot Fulfillment's rank trajectory is worth comparing against the top alternatives in any specific target category before assuming current leadership will hold.

Cahoot Fulfillment's cumulative review count climbed from 1 to 27 over the charted period — a 2600.0% expansion of its review base, driven by 26 new reviews. Average rating improved from 1.00★ to 4.67★ over the same window — rare on a long-running app where new reviews dilute slowly, suggesting recent cohorts are notably happier than past ones.

Cumulative review counts give you a sense of total merchant deployment — important for surfacing edge cases and integration bugs. The trajectory tells you the trend; the rating line alongside tells you whether scale is hurting quality. For merchants, both signals together are the strongest read on long-term health: Cahoot Fulfillment's pattern here is what to watch when comparing against alternatives.