The Costco app is a shopping and membership management tool for existing members on iOS and Android.
Product velocity
Active
Daily rank 🇺🇸
#15
▲4Shopping · free
Sentiment
4.8
1.6M reviews
Nemesis
BJs Wholesale Club
The App DNA
What makes this app unique?
Members hire the app to access warehouse savings, manage pharmacy refills, and verify gas prices, reducing the friction of the physical shopping trip.
For Existing Costco members seeking to manage their membership, track savings, and access exclusive online inventory.
What does it look like?
Key features
In-app membership card for warehouse entry and checkout
Map-based view of current gas prices at nearby warehouse locations
How much does it cost?
The app functions as a utility for existing members, with monetization tied to annual membership fees rather than in-app subscriptions.
Velocity
Active developmentopaqueperformanceShow more...
The app maintains an active release cadence of approximately 0.7 releases per week, with consistent updates across both iOS and Android platforms. All recent release notes are generic, providing no visibility into specific feature development or content changes. This pattern is consistent with apps that utilize server-side A/B testing and feature flagging to manage updates. The development trend remains stable, focusing on continuous maintenance and performance optimization.
Who built it?
Costco Wholesale
10 apps tracked · Shopping
User Sentiment
What do users think recently?
The recent review mood reads upset. Users appreciate reliable delivery service and product quality keep long-term members engaged with the brand, but report frequent app crashes and slow loading times prevent users from accessing digital membership cards.
How are ratings & reviews evolving?
Weekly average review rating
What users say, by theme
- Reliable delivery service and product quality keep long-term members engaged with the brand
- Frequent app crashes and slow loading times prevent users from accessing digital membership cards
120 of 296 recent reviews analyzed · high confidence · Upset overall
Read the full review analysisUnlock 1 user request, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Costco
How's the Shopping market?
Costco maintains a top-15 position in the US Shopping category, but the high volume of performance-related complaints suggests the digital experience is failing to keep pace with the brand's physical footprint.
Read the market outlookThe rivals identified
By BJ's Wholesale Club
Direct warehouse club competitor with a nearly identical business model, membership structure, and target demographic.
- Integrated 'Pick Up & Pay' service allows members to bypass warehouse checkout lines entirely.
- In-app digital coupon clipping engine creates a personalized discount feed based on purchase history.
- Real-time gas price tracking for local BJ's stations provides immediate utility for frequent shoppers.
Unlock the head-to-head verdict: where this rival wins, and where it loses.
Access the full report for freeThe Analyst's Read
Key takeaways for Costco
Where is it heading?
The warehouse club market is shifting toward frictionless digital checkout, and Costco's current maintenance-mode approach leaves it exposed to rivals like BJ's. Unless the team pivots to prioritize core stability and checkout utility, the digital experience will continue to lose share to more agile competitors.
- Persistent login failures and white-screen errors in the latest release force members to use mobile web, eroding the native app's daily active habit.
- Recent updates focus on minor feature additions like FIFA packages, while core stability issues remain unresolved, signaling a misalignment between product roadmap and user needs.
The SWOT
- High-frequency utility features (gas locator) drive recurring physical foot traffic
- Exclusive member-only inventory (Costco Direct) increases average order value
- Implement 'Scan and Go' checkout to match BJ's
- Integrate digital wallet support for membership cards
Next best moves
Rebuild membership card loading logic because crashes at warehouse entrances are the #1 churn risk → restore daily app utility
+ 1 more prioritized moveThe counter-intuitive read
The app's #11 Shopping category rank is a liability, not an asset…
Read the full takeFeature gaps
Scan and Go checkout (available in BJ's Wholesale Club but absent here) +1
Since the last report: The app has transitioned from a utility-focused tool to a source of user frustration due to persistent crashes at warehouse entrances, leading to a decline in sentiment and a pivot toward stability-focused maintenance.
Bottom line
Costco wins on member-exclusive utility but loses on technical execution, so the PM must prioritize stability at the warehouse entrance to prevent members from migrating to mobile web alternatives.
Unlock 3 critical frictions, 2 market threats, 1 more prioritized move and the analyst’s take.
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