AI Smart Search vs FeelingWear Front Store CRO
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 4, 2026.
The short answer
- FeelingWear Front Store CRO is detected on 6.7× as many Shopify stores as AI Smart Search: 20 vs 3 as of Nov 4, 2026.
- Only AI Smart Search lists a free plan. Paid plans start at $39/month for AI Smart Search and $499/month for FeelingWear Front Store CRO.
- FeelingWear Front Store CRO lists 7 features AI Smart Search’s listing doesn’t mention, including Custom CSS, Image search, Multi-filter.
Head to head
- United States
- Israel
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
Starter
Pro
BASIC
- · Advanced Analytics
- · Automated Similar Items Discovery
- · Completing Items
- · Quick Add to Cart
- · Similar Items for Missing Sizes
- · Up to 10,000 Searches per month
STANDARD
- · Advanced Analytics
- · Automated Similar Items Discovery
- · Completing Items
- · Quick Add to Cart
- · Similar Items for Missing Sizes
- · Up to 30,000 Searches per month
PREMIUM
- · Advanced Analytics
- · Automated Similar Items Discovery
- · Completing Items
- · Quick Add to Cart
- · Similar Items for Missing Sizes
- · Up to 200,000 Searches per month
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureSmart Search adds an AI chatbot to your store that understands what customers are looking for. Instead of browsing and filtering, customers describe what they need in plain language and get instant product recommendations. The assistant knows your full catalog, answers questions about sizing and policies, compares products side by side, and guides customers through variant selection to add items directly to cart.
FeelingWear is a Front Store Revenue Platform for e-commerce brands and retailers. It deploys a unified digital crew across the entire buyer journey to maximize Revenue per Visitor. Instead of managing separate tools, our specialized digital agents work together on shared customer data across search, PDP size recovery, and checkout upsells.
- Natural Language Product Search with AI product recommendations.
- In-Chat Add to Cart | Select variants and atc without leaving the conversation.
- Product Comparison | Compare products side by side.
- Brand Training | Teach the AI your policies, sizing, and product details.
- Recommend items in any language based on customer preferences and input
- Engage customers with proactive assistance based on their on-site behavior
- Enable customers to add recommended items to their cart directly from the AI
- Allow customers to search for and discover similar items from your catalog
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  AI Smart Search |  FeelingWear Front Store CRO |
|---|---|---|
| Detected stores | 3 | 20(ahead) |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Apparel & Accessories | Apparel & Accessories, Arts & Entertainment, Furniture |
| Top store countries | United States | Israel |
Reviews
| Measure | AI Smart Search | FeelingWear Front Store CRO |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 5 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | AI Smart Search | FeelingWear Front Store CRO |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $39/month(ahead) | $499/month |
| Longest free trial | 7 days | 7 days |
| Plans listed | 3 | 3 |
Listing
| Measure | AI Smart Search | FeelingWear Front Store CRO |
|---|---|---|
| Shopify category rank | #214 | #36(ahead) |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | May 8, 2026 | Apr 13, 2026 |
| Languages | 1 | 1 |
| Developer | S1C | Feelingwear |
FAQ
AI Smart Search and FeelingWear Front Store CRO: common questions
- Which is more popular, AI Smart Search or FeelingWear Front Store CRO?
- FeelingWear Front Store CRO is detected on 6.7× as many Shopify stores as AI Smart Search: 20 vs 3 as of Nov 4, 2026.
- Is AI Smart Search or FeelingWear Front Store CRO cheaper?
- Only AI Smart Search lists a free plan. Paid plans start at $39/month for AI Smart Search and $499/month for FeelingWear Front Store CRO. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- AI Smart Search lists 5 the others don’t mention, such as Behavior insights, Custom dashboards, Custom styling, Instant search. FeelingWear Front Store CRO lists 7 the others don’t mention, such as Custom CSS, Image search, Multi-filter, Multi-language. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Nov 4, 2026; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Nov 4, 2026. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.