Every Shopify app niche

98 niches, tracked monthly. Sorted by where complaints are rising.

22,910 apps · 847,520 reviews · Sep 2026

Marketing10 niches

Ads & retargeting184 apps · 34,379 reviews12.8%complaints rising
Affiliate & referral229 apps · 13,143 reviews4.3%complaints rising
Influencer tools114 apps · 6,368 reviews4.0%complaints rising
Social proof106 apps · 17,764 reviews2.0%complaints flat
Abandoned cart196 apps · 7,908 reviews7.5%complaints falling
Email marketing222 apps · 56,712 reviews5.4%complaints falling
SMS marketing42 apps · 10,238 reviews3.6%complaints falling
Popups & lead capture278 apps · 29,441 reviews1.7%complaints falling
Push notifications36 apps · 612 reviewstoo few reviews to measure complaints
Giveaways & contests57 apps · 925 reviewstoo few reviews to measure complaints

Selling channels8 niches

Marketplace sync39 apps · 9,133 reviews12.3%complaints rising
Wholesale & B2B265 apps · 14,243 reviews4.8%complaints rising
Digital downloads70 apps · 6,243 reviews2.6%complaints rising
Subscriptions138 apps · 23,062 reviews2.9%complaints flat
POS extensions123 apps · 4,476 reviews2.6%complaints flat
Auctions & pre-orders84 apps · 18,804 reviews0.9%complaints flat
Bookings & appointments124 apps · 10,594 reviews1.9%complaints falling
Multi-store sync33 apps · 527 reviewstoo few reviews to measure complaints

Customer service7 niches

Chatbots & AI agents688 apps · 18,445 reviews9.0%complaints rising
FAQ pages119 apps · 3,669 reviews3.6%complaints rising
Live chat305 apps · 11,344 reviews5.4%complaints falling
Helpdesk & ticketing217 apps · 5,373 reviews4.9%complaints falling
Contact forms97 apps · 7,425 reviews2.4%complaints falling
Order editing56 apps · 1,146 reviewstoo few reviews to measure complaints
Customer accounts44 apps · 298 reviewstoo few reviews to measure complaints

Fulfillment10 niches

Print on demand315 apps · 22,346 reviews7.6%complaints rising
Dropshipping518 apps · 32,777 reviews7.5%complaints rising
Shipping labels148 apps · 5,799 reviews6.5%complaints rising
Warranty & protection73 apps · 2,028 reviews3.0%complaints rising
Local delivery & pickup127 apps · 7,960 reviews2.2%complaints rising
Order tracking90 apps · 10,776 reviews2.1%complaints rising
Shipping rates161 apps · 5,822 reviews3.1%complaints flat
Delivery date pickers115 apps · 7,051 reviews1.1%complaints flat
Returns & exchanges222 apps · 10,676 reviews2.0%complaints falling
Warehouse & 3PL55 apps · 476 reviewstoo few reviews to measure complaints

Analytics7 niches

Heatmaps & session replay113 apps · 6,318 reviews7.2%complaints rising
Profit & margin tracking125 apps · 13,771 reviews5.5%complaints rising
Attribution583 apps · 19,211 reviews5.5%complaints rising
Store analytics1,349 apps · 22,749 reviews5.1%complaints rising
Inventory forecasting347 apps · 3,306 reviews3.5%complaints falling
A/B testing27 apps · 222 reviewstoo few reviews to measure complaints
Reporting & exports19 apps · 5,647 reviewstoo few reviews to measure complaints

Content & SEO9 niches

Blogs & publishing226 apps · 5,685 reviews6.7%complaints rising
Translation & localization162 apps · 17,439 reviews6.6%complaints flat
Sitemaps & redirects315 apps · 29,256 reviews2.5%complaints flat
Image optimization52 apps · 11,714 reviews1.7%complaints flat
SEO optimization1,046 apps · 90,110 reviews1.5%complaints flat
Product reviews383 apps · 89,510 reviews1.5%complaints flat
Metafields & structured data150 apps · 1,876 reviewstoo few reviews to measure complaints
AI product descriptions52 apps · 1,005 reviewstoo few reviews to measure complaints
AI product photography81 apps · 840 reviewstoo few reviews to measure complaints

Pricing & payments8 niches

Currency converters42 apps · 7,358 reviews4.6%complaints rising
Buy now pay later91 apps · 3,603 reviews2.6%complaints rising
Tax calculation172 apps · 3,460 reviews5.3%complaints flat
Fraud prevention239 apps · 4,311 reviews3.9%complaints flat
Discounts & promotions1,000 apps · 44,717 reviews1.8%complaints flat
Price change automation134 apps · 3,924 reviews0.7%complaints falling
Payment gateways20 apps · 141 reviewstoo few reviews to measure complaints
Cash on delivery27 apps · 131 reviewstoo few reviews to measure complaints

Store design8 niches

Theme sections84 apps · 4,114 reviews4.3%complaints rising
Sliders & galleries221 apps · 9,584 reviews3.1%complaints rising
Countdown timers172 apps · 6,653 reviews1.8%complaints rising
Page builders109 apps · 20,441 reviews4.1%complaints flat
Announcement bars401 apps · 13,613 reviews1.6%complaints flat
Menus & navigation132 apps · 11,729 reviews1.7%complaints falling
Mega menus16 apps · 3,627 reviews1.1%complaints falling
Fonts & typography120 apps · 2,407 reviewstoo few reviews to measure complaints

Operations9 niches

Barcode & label printing86 apps · 2,361 reviews3.3%complaints rising
Workflow automation450 apps · 18,391 reviews6.3%complaints flat
Data import & export394 apps · 10,793 reviews7.1%complaints falling
Inventory management104 apps · 1,766 reviews4.9%complaints falling
Bulk editing141 apps · 3,519 reviews3.2%complaints falling
Order management452 apps · 11,895 reviews2.5%complaints falling
Backups5 apps · 15 reviewstoo few reviews to measure complaints
Purchase orders193 apps · 996 reviewstoo few reviews to measure complaints
Staff permissions110 apps · 918 reviewstoo few reviews to measure complaints

Merchandising9 niches

Product badges355 apps · 12,667 reviews3.1%complaints rising
Product options135 apps · 24,698 reviews2.5%complaints flat
Upsell & bundles1,336 apps · 109,481 reviews1.9%complaints flat
Back in stock alerts136 apps · 24,427 reviews0.8%complaints flat
Wishlists216 apps · 5,980 reviews3.6%complaints falling
Product recommendations148 apps · 2,077 reviews1.3%complaints falling
Quantity breaks30 apps · 5,344 reviews1.1%complaints falling
Gift wrapping40 apps · 1,465 reviewstoo few reviews to measure complaints
Product comparison41 apps · 302 reviewstoo few reviews to measure complaints

Trust & compliance7 niches

Trust badges145 apps · 9,676 reviews2.3%complaints rising
Country blockers29 apps · 2,646 reviews2.7%complaints flat
GDPR & cookie banners78 apps · 6,571 reviews1.7%complaints flat
Accessibility123 apps · 6,445 reviews1.5%complaints flat
Age verification84 apps · 1,582 reviewstoo few reviews to measure complaints
Terms & policy generators10 apps · 525 reviewstoo few reviews to measure complaints
Order verification (OTP)19 apps · 183 reviewstoo few reviews to measure complaints

Loyalty & retention6 niches

Loyalty programs133 apps · 22,619 reviews1.9%complaints flat
Rewards & points394 apps · 49,035 reviews1.5%complaints flat
Membership & VIP tiers198 apps · 34,815 reviews1.4%complaints flat
Store credit14 apps · 1,628 reviewstoo few reviews to measure complaints
Win-back campaigns13 apps · 1,385 reviewstoo few reviews to measure complaints
Gift cards45 apps · 1,665 reviewstoo few reviews to measure complaints

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