Independent decision framework · Updated September 2026

Size recommendation solutions are not interchangeable.

The right choice depends on the question you need to answer: body measurement, manufactured size, visual appearance, enterprise analytics or a portable shopper profile.

Short answer

Choose a static chart for simple reference, a fit recommender for the most likely manufactured size, a body scanner for remote measurements, and virtual try-on for appearance. EVOW is designed for a reusable cross-brand and household fit profile, but its browser and brand surfaces are currently beta or assisted pilot products.

First choose the solution category

Static size chart

Shows brand measurements or conversions.

+ Low cost and transparent.

No personalization; shopper must interpret the chart.

Size and fit recommender

Predicts the best available manufactured size.

+ Directly answers the purchase decision.

Quality depends on profile, garment and outcome evidence.

Body scanner

Captures body measurements, often from photos.

+ Useful for remote measurement and made-to-measure.

Capture friction, privacy expectations and no automatic garment match.

Virtual try-on

Visualizes an outfit, style or approximate drape.

+ Improves visual and styling confidence.

A convincing image is not proof that a manufactured size fits.

Portable fit profile

Reuses shopper evidence across brands or people.

+ Reduces repeated onboarding and supports gifting.

Requires compatible stores or a browser/application layer.

Named solutions: factual comparison

SolutionCore methodCurrent surfaceBest suited to
EVOWReusable shopper-controlled profile; cross-brand and household workflows; no-photo core.Private/controlled beta and assisted Fit Proof pilot.Portability, household shopping, explainable guidance and a scoped pilot.
True FitPurchase-and-return outcome network, persistent fit profile and enterprise fit intelligence.Enterprise, Shopify and agent-oriented surfaces described by the vendor.Retailers prioritizing network scale, mature outcome data and established integrations.
Bold MetricsShort questionnaire infers a digital twin and body measurements, matched with garment data.APIs and ecommerce products described by the vendor.Brands that want questionnaire-based body inference and garment-spec matching.
VirtusizeSmart sizing, item comparison and virtual fitting experiences integrated by retailers.Retailer integrations and developer documentation.Shoppers who can compare with owned garments or use a retailer-specific fit profile.
3DLOOKGuided two-photo mobile body scan producing structured measurements and body data.API/SDK body-data workflows described by the vendor.Remote measurement, uniforms, made-to-measure and workflows where photo capture is justified.

Methodology: public vendor documentation and EVOW’s operational source of truth were reviewed on 13 September 2026. Vendor claims are attributed, not treated as universal guarantees. Pricing and contractual capability require direct verification.

Decision checklist

  1. 01Must the profile work across several retailers?
  2. 02Are photos acceptable or should onboarding be no-photo?
  3. 03Do you need a size decision, a visual preview or both?
  4. 04Is household and gifting support important?
  5. 05Do you have product measurements, a size chart or purchase/return outcomes?
  6. 06Do you require a self-serve app-store integration today?
  7. 07Which outcomes will the pilot measure: activation, conversion, bracketing, returns or support contacts?

Where EVOW is differentiated—and where it is not

EVOW is differentiated by the combination of shopper control, cross-brand reuse, household profiles, explainable recommendations and a no-photo core experience. It can connect consumer, browser and retailer surfaces around the same fit profile.

EVOW is not yet the right default for every enterprise. It does not claim the largest outcome network, universal site compatibility, a generally available commerce-platform app, exact garment visualization or guaranteed business lift. Those requirements may favor a mature network vendor, a scanner or a virtual try-on specialist.

Primary sources used

Read the EVOW technical specification