Every Shopify app niche

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

22,675 apps · 848,717 reviews · Aug 2026

Marketing10 niches

Ads & retargeting181 apps · 34,181 reviews12.7%complaints rising
Affiliate & referral227 apps · 13,089 reviews4.0%complaints rising
Influencer tools114 apps · 6,279 reviews3.5%complaints rising
SMS marketing43 apps · 10,205 reviews3.6%complaints flat
Social proof106 apps · 17,666 reviews1.8%complaints flat
Abandoned cart197 apps · 8,141 reviews7.5%complaints falling
Email marketing221 apps · 55,324 reviews5.2%complaints falling
Popups & lead capture275 apps · 29,270 reviews1.7%complaints falling
Push notifications35 apps · 611 reviewstoo few reviews to measure complaints
Giveaways & contests56 apps · 921 reviewstoo few reviews to measure complaints

Selling channels8 niches

Marketplace sync38 apps · 9,105 reviews11.4%complaints rising
Wholesale & B2B256 apps · 14,175 reviews4.4%complaints rising
Digital downloads70 apps · 6,165 reviews2.6%complaints rising
Subscriptions136 apps · 22,880 reviews2.7%complaints flat
Auctions & pre-orders84 apps · 18,676 reviews0.9%complaints flat
POS extensions119 apps · 4,424 reviews2.7%complaints falling
Bookings & appointments122 apps · 10,590 reviews1.6%complaints falling
Multi-store sync34 apps · 1,336 reviewstoo few reviews to measure complaints

Customer service7 niches

Chatbots & AI agents682 apps · 18,360 reviews9.0%complaints rising
FAQ pages118 apps · 3,661 reviews4.0%complaints rising
Live chat304 apps · 11,322 reviews5.4%complaints falling
Helpdesk & ticketing215 apps · 5,351 reviews5.2%complaints falling
Contact forms96 apps · 7,364 reviews2.2%complaints falling
Order editing55 apps · 1,137 reviewstoo few reviews to measure complaints
Customer accounts43 apps · 277 reviewstoo few reviews to measure complaints

Fulfillment10 niches

Print on demand314 apps · 22,022 reviews7.6%complaints rising
Dropshipping514 apps · 32,555 reviews7.5%complaints rising
Shipping labels146 apps · 5,773 reviews6.5%complaints rising
Shipping rates160 apps · 5,794 reviews3.7%complaints rising
Warranty & protection73 apps · 2,017 reviews3.0%complaints rising
Order tracking87 apps · 10,727 reviews2.0%complaints rising
Local delivery & pickup125 apps · 7,932 reviews2.0%complaints flat
Returns & exchanges222 apps · 10,643 reviews1.9%complaints falling
Delivery date pickers114 apps · 7,008 reviews1.1%complaints falling
Warehouse & 3PL54 apps · 477 reviewstoo few reviews to measure complaints

Analytics7 niches

Heatmaps & session replay113 apps · 6,243 reviews7.4%complaints rising
Attribution577 apps · 19,098 reviews5.7%complaints rising
Store analytics1,323 apps · 22,675 reviews5.3%complaints rising
Profit & margin tracking119 apps · 13,785 reviews5.3%complaints rising
Reporting & exports20 apps · 6,239 reviews0.0%complaints flat
Inventory forecasting338 apps · 3,276 reviews4.2%complaints falling
A/B testing27 apps · 221 reviewstoo few reviews to measure complaints

Content & SEO9 niches

Blogs & publishing226 apps · 5,658 reviews6.6%complaints rising
Image optimization49 apps · 9,165 reviews2.0%complaints rising
Translation & localization162 apps · 17,432 reviews6.3%complaints flat
Sitemaps & redirects309 apps · 29,166 reviews2.5%complaints flat
SEO optimization1,032 apps · 89,558 reviews1.6%complaints flat
Product reviews383 apps · 88,996 reviews1.6%complaints flat
Metafields & structured data147 apps · 1,867 reviewstoo few reviews to measure complaints
AI product descriptions52 apps · 996 reviewstoo few reviews to measure complaints
AI product photography79 apps · 833 reviewstoo few reviews to measure complaints

Operations9 niches

Barcode & label printing86 apps · 2,313 reviews3.2%complaints rising
Workflow automation442 apps · 17,110 reviews6.1%complaints flat
Inventory management104 apps · 1,750 reviews5.7%complaints flat
Data import & export389 apps · 10,701 reviews6.4%complaints falling
Bulk editing138 apps · 3,495 reviews3.5%complaints falling
Order management446 apps · 11,838 reviews2.8%complaints falling
Backups5 apps · 15 reviewstoo few reviews to measure complaints
Purchase orders190 apps · 934 reviewstoo few reviews to measure complaints
Staff permissions110 apps · 925 reviewstoo few reviews to measure complaints

Merchandising9 niches

Product badges354 apps · 12,613 reviews2.9%complaints rising
Product options131 apps · 24,196 reviews2.6%complaints flat
Upsell & bundles1,332 apps · 111,159 reviews1.9%complaints flat
Quantity breaks29 apps · 5,322 reviews1.5%complaints flat
Back in stock alerts132 apps · 22,912 reviews0.8%complaints flat
Wishlists210 apps · 5,974 reviews3.3%complaints falling
Product recommendations144 apps · 2,062 reviews0.9%complaints falling
Gift wrapping40 apps · 1,462 reviewstoo few reviews to measure complaints
Product comparison41 apps · 291 reviewstoo few reviews to measure complaints

Trust & compliance7 niches

Trust badges145 apps · 9,626 reviews2.2%complaints rising
GDPR & cookie banners73 apps · 6,291 reviews1.5%complaints flat
Accessibility121 apps · 6,417 reviews1.3%complaints flat
Country blockers29 apps · 2,609 reviews2.7%complaints falling
Age verification83 apps · 1,579 reviewstoo few reviews to measure complaints
Terms & policy generators9 apps · 516 reviewstoo few reviews to measure complaints
Order verification (OTP)18 apps · 183 reviewstoo few reviews to measure complaints

Store design8 niches

Countdown timers171 apps · 6,607 reviews1.7%complaints rising
Page builders109 apps · 20,353 reviews4.2%complaints flat
Theme sections84 apps · 4,134 reviews3.5%complaints flat
Sliders & galleries218 apps · 9,508 reviews2.3%complaints flat
Announcement bars403 apps · 18,792 reviews1.5%complaints flat
Menus & navigation131 apps · 11,677 reviews1.8%complaints falling
Mega menus15 apps · 3,622 reviews1.1%complaints falling
Fonts & typography120 apps · 2,401 reviewstoo few reviews to measure complaints

Pricing & payments8 niches

Fraud prevention234 apps · 4,228 reviews4.1%complaints flat
Currency converters43 apps · 7,367 reviews4.0%complaints flat
Buy now pay later94 apps · 6,114 reviews2.2%complaints flat
Discounts & promotions988 apps · 49,023 reviews1.7%complaints flat
Tax calculation166 apps · 3,438 reviews5.1%complaints falling
Price change automation133 apps · 3,906 reviews0.7%complaints falling
Payment gateways18 apps · 140 reviewstoo few reviews to measure complaints
Cash on delivery23 apps · 129 reviewstoo few reviews to measure complaints

Loyalty & retention6 niches

Loyalty programs133 apps · 22,720 reviews1.9%complaints flat
Rewards & points392 apps · 48,810 reviews1.4%complaints flat
Membership & VIP tiers195 apps · 34,636 reviews1.3%complaints flat
Store credit14 apps · 1,618 reviewstoo few reviews to measure complaints
Win-back campaigns13 apps · 1,374 reviewstoo few reviews to measure complaints
Gift cards45 apps · 1,660 reviewstoo few reviews to measure complaints

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