BuyScout AI Store Agent vs PoloPan: AI Curated Outfits
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 BuyScout AI Store Agent, Oct 14, 2026 for PoloPan.
The short answer
- On the Shopify App Store: BuyScout AI Store Agent 5.0 from 108 reviews and PoloPan 5.0 from 1 reviews.
- BuyScout AI Store Agent lists 30 features PoloPan’s listing doesn’t mention, including Agent analytics, Agent avatar, AI chatbots.
Head to head
- United States
- India
- United Kingdom
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
- · 100 AI replies per month
- · Basic sales and support skills
- · Performance analytics
- · Standard support
Starter
- · 500 AI replies per month
- · AI virtual try-on
- · AI voice calls
- · All sales and support skills
- · Performance analytics
- · Standard support
Growth
- · 1,500 AI replies per month
- · AI virtual try-on
- · AI voice calls
- · All sales and support skills
- · Performance analytics
- · Priority support
Pro
- · 3,000 AI replies per month
- · AI virtual try-on
- · AI voice calls
- · All sales and support skills
- · Performance analytics
- · Priority support
Scale
- · 6,000 AI replies per month
- · AI virtual try-on
- · AI voice calls
- · All sales and support skills
- · Performance analytics
- · Priority support
Basic
- · 0% AI Infra Cost
- · Up to 500 Items
Growth
- · 0% AI Infra Cost
- · 500-2000 Items
Scale
- · 0% AI Infra Cost
- · 2000+ Items
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureBuyScout learns your catalog, store content, and policies. It helps shoppers compare products, recommends matching items, and suggests add-ons — each ready to add to cart in the chat. After checkout, it tracks orders, shares delivery estimates, handles returns and refunds, updates shipping addresses, and troubleshoots products. Virtual try-on lets shoppers see your clothes, shoes, and accessories on their own body.
PoloPan connects your catalog to an AI-powered styling and outfit curation channel. Your products are automatically styled into complete looks for shoppers worldwide. Catalog inventory, prices, and shipping markets stay in sync in real time. Built-in tracking links and analytics show exactly which outfits drive orders.
- Answers customer questions and explains product details like an expert
- Uses shopper intent and profile data to deliver tailored product recommendations
- Suggests bundles, upgrades, and add-ons at the perfect time
- Reduces returns and improves customer loyalty with after-sale assistance
- Automate product catalog synchronization.
- Maintain real-time product inventory updates.
- Feature products in AI-curated shoppable outfits.
- Track clicks, conversions, and attributed revenue.
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 |  BuyScout AI Store Agent |  PoloPan |
|---|---|---|
| Detected stores | 150 | Not published |
| Net store change, 28 days | +13 | 0 |
| Stores added, 28 days | 13 | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Apparel & Accessories, Health & Beauty, Home & Garden | Not published |
| Top store countries | United States, India, United Kingdom | Not published |
Reviews
| Measure | BuyScout AI Store Agent | PoloPan |
|---|---|---|
| App Store rating | 5.0 ★ | 5.0 ★ |
| App Store reviews | 108(ahead) | 1 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | 0% | Not enough data |
Pricing
| Measure | BuyScout AI Store Agent | PoloPan |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $49/month | No monthly plan listed |
| Longest free trial | 7 days | Not listed |
| Plans listed | 5 | 3 |
Listing
| Measure | BuyScout AI Store Agent | PoloPan |
|---|---|---|
| Shopify category rank | #25 | #160 |
| Shopify App Charts | #5 on Pricing moves in Chat | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Sep 23, 2025 | Jun 18, 2026 |
| Languages | 1 | 1 |
| Developer | NetPrism Inc. | polopan |
FAQ
BuyScout AI Store Agent and PoloPan: common questions
- Which has better reviews, BuyScout AI Store Agent or PoloPan?
- On the Shopify App Store: BuyScout AI Store Agent 5.0 from 108 reviews and PoloPan 5.0 from 1 reviews.
- What features does each app list that the other doesn’t?
- BuyScout AI Store Agent lists 30 the others don’t mention, such as Agent analytics, Agent avatar, AI chatbots, AI recommendations. 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 BuyScout AI Store Agent, Oct 14, 2026 for PoloPan; 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 BuyScout AI Store Agent, Oct 14, 2026 for PoloPan. 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.