Fitto AI Stylist vs misi: AI Outfits & Style Quiz

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for Fitto AI Stylist, Oct 14, 2026 for misi.

The short answer

  • Only Fitto AI Stylist lists a free plan.
  • Fitto AI Stylist lists 7 features misi’s listing doesn’t mention, including Bundles, Cart upsell, Checkout upsell.

Head to head

App Store reviews

Fitto AI Stylist: —
misi: 1
Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
—
—
Categories
  • Upsell and cross-sell
  • Product display - Other
  • Upsell and cross-sell
Languages
  • English
  • English
Launched
Jul 22, 2026
Apr 30, 2025
Built for Shopify
Not badged
Not badged
Reviews per month
—
3 last full month
Detected stores
0active installs
0active installs
Most common store size
—
—
Top countries
—
—

Momentum

New reviews each month

Review pace is the clearest public read on how fast an app is winning new merchants.

035JunMarmisi: AI Outfits & Style Quiz: 1 reviews in June 2025misi: AI Outfits & Style Quiz: 3 reviews in March 2026
Fitto AI StylistmisiCompleted months only
Free options
Free planFree trial
Free planFree trial
Monthly range
From $0 to $80/month
—
Plans
FreeFree
  • · Up to 50 orders/month
Basic$15/month
  • · Up to 200 orders/month
Growth$30/month
  • · Up to 500 orders/month
Pro$80/month
  • · Up to 1,500 orders/month
Free to installFree to install
You will be charged 10% of the sales attributed to this app.
  • · AI-powered styling
  • · Analytics dashboard
  • · Commission-only
  • · Custom widget placements
  • · Real-time product matching
  • · Standard email support
Coverage
11 of 15 features73%
8 of 15 features53%
Unique strengths
  • Bundles
  • Cart upsell
  • Checkout upsell
  • Frequently bought together
  • +3 more
  • Conversion rates
  • Drag-and-drop editor
  • Funnel performance
  • Pop-ups
Upsell and cross-sell
73%11/15
53%8/15
Analytics
50%2/4
75%3/4
Customization
67%4/6
50%3/6
Offers and recommendations
100%5/5
40%2/5
744onlybothonly
Fitto AI Stylistmisi15 features listed across both App Store listings

Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.

See every feature
Works with also listed by another
—
—
How it sells itself

Most shoppers add one item and check out. Fitto shows them the rest of the look, right on the product page. The AI tags your catalog once at import, learning each product's color, category, style, fit and warmth level. Every product page then shows outfit combinations built on real styling rules, so a winter coat never lands next to shorts and menswear never mixes with womenswear.

Turn every product page into a personal shopping experience. misi adds an AI-powered style quiz widget directly to your storefront, learning each shopper's color preferences and fashion personality, then recommending matching products they'll actually buy. Fashion stores using misi see higher AOV, longer sessions, and more confident customers who convert instead of bounce.

Key points
  • Automatically tags your entire catalog with style, color, and category data
  • Shows customers matching outfit suggestions on every product page
  • One-Click Setup – Activate the widget in your Theme Editor. No coding required.
  • AI-Powered Personalized Styling Suggestions
  • Interactive Quiz to Capture Customer Style Preferences
  • Smart Product Recommendations Based on Style & Color
  • Targeted Discount Offers for Interested Shoppers
Screenshots
Complete the Look widget with AI outfit suggestions
Fitto AI Stylist widget showing outfit recommendationsFitto AI Stylist app embed settings in Theme EditorFitto merchant dashboard with revenue and click stats
Customization Options
Survey for misi AI Stylistmisi AI Stylist benefitsAnalytics for misi AI Stylist

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.

Showing only the rows where the apps differ.

Adoption

MeasureFitto AI Stylistmisi
Detected storesNot publishedNot published
Net store change, 28 days0estimated0estimated
Stores added, 28 daysNot enough dataNot enough data
Big-brand shareNot enough dataNot enough data
Top store categoriesNot publishedNot published
Top store countriesNot publishedNot published

Reviews

MeasureFitto AI Stylistmisi
App Store ratingNot published5.0 ★
App Store reviewsNot published1
New reviews, 28 daysNot enough dataNot enough data
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasureFitto AI Stylistmisi
Free planYesNot listed
Lowest paid monthly plan$15/monthNo monthly plan listed
Longest free trialNot listedNot listed
Plans listed41

Listing

MeasureFitto AI Stylistmisi
Shopify category rank#811in Upsell and cross-sell#786(ahead)in Upsell and cross-sell
Shopify App ChartsNot on this week’s chartsNot on this week’s charts
Built for ShopifyNoNo
LaunchedJul 22, 2026Apr 30, 2025
Languages1English1English
DeveloperNinefifty.Cloudmisi app

FAQ

Fitto AI Stylist and misi: common questions

Is Fitto AI Stylist or misi cheaper?
Only Fitto AI Stylist lists a free plan. 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?
Fitto AI Stylist lists 7 the others don’t mention, such as Bundles, Cart upsell, Checkout upsell, Frequently bought together. misi lists 4 the others don’t mention, such as Conversion rates, Drag-and-drop editor, Funnel performance, Pop-ups. 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 Oct 13, 2026 for Fitto AI Stylist, Oct 14, 2026 for misi; 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 Oct 13, 2026 for Fitto AI Stylist, Oct 14, 2026 for misi. 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.