Side-by-side comparison · 24 data points
AI size recommender with personalized size recommendations. Reduce Returns, Increase Conversions.
| AI Fit Finder Size Recommender | Icona | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
| Metric | AI Fit Finder Size Recommender | Icona: AI Virtual Try On |
|---|---|---|
| Rating | ★ 5.0 ★ | 4.8 ★ |
| Total reviews | 21 | ★ 23 |
| Free plan | Yes | Yes |
| Pricing | Free trial available | Free plan available |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 4 tiers | 4 tiers |
| Listed features | 5 | 5 |
| Review velocity (30d) | 1 new | — |
| Languages | 20 supported | 1 supported |
| Listed since | Dec 2024 | Nov 2025 |
AI Fit Finder Size Recommender edges out Icona: AI Virtual Try On on rating (5.0★ vs 4.8★), but the gap is small enough that pricing fit and feature differentiation should drive the decision more than the headline number.
Pricing entry tiers: AI Fit Finder Size Recommender at Free trial available, Icona: AI Virtual Try On at Free plan available. Check each app's tier structure for the capacity limits you actually need before deciding — the headline number is the same shape, but the gating shape per tier (seats, usage volume, integrations) varies.
Recommended by size: small/early-stage merchants who need fast install and low risk should default to AI Fit Finder Size Recommender; mid-market and enterprise merchants with specific feature requirements should evaluate both — Icona: AI Virtual Try On's 23-review base may include the workflow context that matches your specific use case better than AI Fit Finder Size Recommender's broader-but-shallower coverage.
This verdict is generated from the live marketplace data on this page — rating, review count, pricing tier, and category position all refresh from the canonical Shopify App Store listing every 24 hours. AppRanks does not accept payment to influence comparison outcomes; the methodology is documented on the About page and applies identically to every pair on the site.
Read each app's audit: AI Fit Finder Size Recommender audit • Icona: AI Virtual Try On audit
| Last updated | — | — |
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| Keyword | AI Fit Finder Size Recommender | Icona |
|---|---|---|
| reduce returns | #10 | #17 |
| product comparison | #24 | #21 |
| virtual fitting solutions | #23 | #24 |
| fit visualization | #19 | #49 |
| sizing | #12 | #162 |
| Signal | AI Fit Finder Size Recommender | Icona |
|---|---|---|
| Average rating | 5.0 ★ (21) | 4.8 ★ (23) |
| Rating distribution | 5100% 40% 30% 20% 10% | 5— 4— 3— 2— 1— |
| Reviews · last 7 days | +0 | — |
| Reviews · last 30 days | +1 | — |
| Reviews · last 90 days | +5 | — |
Both AI Fit Finder Size Recommender and Icona: AI Virtual Try On offer paid plans only. AI Fit Finder Size Recommender starts at Free trial available; Icona: AI Virtual Try On starts at Free plan available. Compare the per-tier features in the Pricing section above before committing.
AI Fit Finder Size Recommender has the higher average rating (5.0★ from 21 reviews) compared to Icona: AI Virtual Try On (4.8★ from 23 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
AI Fit Finder Size Recommender holds the higher average rating (5.0★ vs 4.8★). That is the one dimension AppRanks can separate them on here — read both apps' detail pages for the feature breakdown and recent listing changes.
Both apps are one-click installs from the Shopify App Store. Icona: AI Virtual Try On has the deeper published review base (23 vs 21), which often — though not always — accompanies better-tested setup docs. AppRanks doesn't measure setup time directly: read the recent reviews on each app's detail page for user-reported install experience.
AI Fit Finder Size Recommender typically suits early-stage and growth-mode teams based on its published review base (21 reviews). Icona: AI Virtual Try On typically suits early-stage and growth-mode teams based on its published review base (23 reviews). A larger review base generally means the app has been exercised at scale — relevant if you are processing high volume or handling enterprise compliance requirements.
Exceptional customer support. Bhumika guided the whole process with ease and the team was very supportive in calibrating the sizes. The customisation options are vast as well.
A very good app, easy to use and has all the functionality I needed. They also have good technical support.
AI Fit Finder has been a great addition to our Shopify store. The app works well, but what really stood out was their exceptional customer support. We had several customization requests and their team responded quickly, and communicated clearly. That level of flexibility and willingness to help is rare. Throughout the
They were able to customise my AI fit finder, which I think will help my customers. They are also working with good customer service and is always available to help. Friendly and supportive team
I love the size recommendation system! The team got to work immediately to implement all the measurements on the website and has been a huge help with the changes I've requested. Although I'm still waiting to see the final results, I'm very happy with the support service. They are always available and offer excellent r
No reviews yet.
Migration support varies by app and category. AI Fit Finder Size Recommender and Icona: AI Virtual Try On both publish their export options on their marketplace listing pages (or in their support docs); some apps offer one-click import from competitors, others require CSV. The fastest check: search "import from AI Fit Finder Size Recommender" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
