AI Smart Search vs MCPChats ‑ AI Spotlight Search
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 9, 2026 for AI Smart Search, Oct 14, 2026 for MCPChats.
The short answer
- Both list a free plan. Paid plans start at $39/month for AI Smart Search and $19.99/month for MCPChats.
- AI Smart Search lists 7 features MCPChats’s listing doesn’t mention, including Behavior insights, Conversion tracking, Custom dashboards.
Head to head
- United States
Free
Starter
Pro
Basic Search
- · AI-powered smart filters
- · Natural language product search
- · Real-time catalog search
- · Spotlight-style search overlay
- · Upto 100 searches
- · Zero setup — no indexing needed
Pro Search
- · Basic analytics dashboard
- · Everything in Free
- · Standard support
- · Upto 2250 searches
Enterprise Search
- · Custom branding options
- · Everything in Pro
- · Full analytics & search insights
- · Priority support
- · Priority support
- · Upto 10000 searches
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.
Your bad search is costing you sales. MCPChats replaces it with a floating Spotlight-style overlay where customers type what they want in plain language — "red dress under XX" — and see results instantly without leaving the page. AI based Smart filters refine results in one click. No catalog sync. No indexing. No setup.
- 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.
- Intelligent AI based Spotlight-style floating search overlay
- Natural language queries — customers type what they want, not keywords
- Zero setup — no catalog sync, no indexing, works instantly on install
- AI based Smart filters like price, color, size, and availability within results
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 |  MCPChats |
|---|---|---|
| Detected stores | 3 | Not published |
| 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 | Not published |
| Top store countries | United States | Not published |
Reviews
| Measure | AI Smart Search | MCPChats |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | Not published |
| 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 | MCPChats |
|---|---|---|
| Free plan | Yes | Yes |
| Lowest paid monthly plan | $39/month | $19.99/month(ahead) |
| Longest free trial | 7 days | 3 days |
| Plans listed | 3 | 3 |
Listing
| Measure | AI Smart Search | MCPChats |
|---|---|---|
| Shopify category rank | #214 | #211(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 | May 1, 2026 |
| Languages | 1 | 1 |
| Developer | S1C | MCPChats |
FAQ
AI Smart Search and MCPChats: common questions
- Is AI Smart Search or MCPChats cheaper?
- Both list a free plan. Paid plans start at $39/month for AI Smart Search and $19.99/month for MCPChats. 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 7 the others don’t mention, such as Behavior insights, Conversion tracking, Custom dashboards, Custom filters. MCPChats lists 4 the others don’t mention, such as Multi-filter, Multi-language, Search bar, Synonym groups. 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 9, 2026 for AI Smart Search, Oct 14, 2026 for MCPChats; 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 9, 2026 for AI Smart Search, Oct 14, 2026 for MCPChats. 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.