Elara vs True Fit: Complete-Look Styling or Fit Confidence for Shopify Fashion Brands?

Last updated: October 2026. True Fit details are taken from True Fit's own website, including its Shopify and agentic commerce pages, as of October 2026.

Quick answer: True Fit and Elara for Commerce answer different shopper questions. True Fit answers "what size should I buy?" with size and fit recommendations built on a large fit data network, now also available through a conversational agent and via MCP. Elara answers "what should I wear, and with what?" by turning a shopper's occasion into complete looks from your catalog in a styling conversation, with virtual try-on. If returns from wrong sizes are your biggest leak, start with fit. If shoppers browse without building baskets, start with styling. Many fashion brands will reasonably want both.

Holiday season puts both problems in front of fashion brands at once. Gift buyers may not know the recipient's size, and shoppers buying for a party or family gathering want a whole outfit, not a single item. This comparison is for Shopify fashion brands deciding where to invest before Black Friday and the January returns wave.

What True Fit does

True Fit describes itself as a fit and sizing intelligence company. According to its website, as of October 2026:

• Size and fit recommendations on product pages. True Fit's Shopify page describes "zero-click" Universal Guidance on how an item runs, plus 1:1 size recommendations personalised to each shopper.

• Broad category coverage. Men's, women's, kids, unisex, tops, bottoms, dresses, swim, intimates and shoes. The Shopify page notes accessories are not covered.

• Gift sizing. A "Shop For Others" feature gives size recommendations when someone is buying for another person, which is directly useful in gifting season.

• International sizing. True Fit says it supports sizing and languages in more than 45 countries.

• A large data network. The site describes years of purchase and return behaviour across apparel and footwear, which it calls the basis of its recommendations.

• A conversational agent. True Fit's agentic commerce page describes a Conversational Agent that answers shopper questions about size, fit, stretch and structure, either embedded in a retailer's existing assistant or as a standalone Fit Assistant.

• Fit intelligence via MCP. For brands that already run their own AI assistant, True Fit says it connects through the Model Context Protocol and A2A, without retraining your existing assistant.

• Virtual try-on. True Fit's homepage describes a try-on that shows an item on the shopper's own photo, labelled as "a visual preview, not a size recommendation." Its agentic commerce page describes virtual try-on as coming, so check availability for your plan.

• Reporting. A Reporting Center with modules including Size Sampling, Fit Consistency and Demographics.

On outcomes, True Fit's Shopify page states that brands using it see up to a 40% reduction in size bracketing returns, where shoppers order several sizes and send back the rest. That is True Fit's own claim, measured by True Fit.

Setup and pricing, as of October 2026

True Fit's Shopify page says the app is free to install and can be live in under five minutes, with recommendations populating over the following hours and no back-end developer needed. Billing is based on order volume, by tier, and prices are not published: the page asks merchants to contact True Fit to activate an account.

What Elara for Commerce does

Elara for Commerce is an AI shopping assistant for fashion brands on Shopify, and it also works headless. It is built around styling rather than sizing:

• Conversational styling: a shopper describes the occasion, such as a winter wedding, an office party or a weekend away, and Elara builds complete looks from your live catalog.

• Proactive engagement: Elara can open the conversation on the page rather than waiting for a shopper to click a chat icon.

• Virtual try-on: shoppers can see the look on themselves before they buy.

• Playground: a visual space where shoppers mix and match pieces into their own looks.

• Catalog sync and attribution: your catalog syncs automatically, and revenue is attributed to each styling conversation in the merchant portal, which also shows occasion insights, the occasions your shoppers are actually shopping for.

• Integrations: Klaviyo and Ometria, so styling data can feed your email flows.

• Pricing: from $399 per month for 3,000 queries and 500 try-ons, with a 30-day free trial, no contracts, and higher tiers available.

Side by side

The shopper question

True Fit: "What size should I buy, and how does this fit?"

Elara: "What should I wear for this occasion, and what goes with it?"

Where it appears

True Fit: on product pages next to the size selector, and in a conversational agent or your existing assistant via MCP.

Elara: a styling conversation that can start on any page and builds looks across your catalog.

Main lever

True Fit: fewer fit-related returns and less size bracketing, plus more confident add-to-cart on single items.

Elara: bigger, more complete baskets through looks built around an occasion. As an industry benchmark, Rep AI's 2025 data puts average order value 25% higher with AI shopping assistants.

Try-on

True Fit: a try-on that previews an item on the shopper's photo, described as a visual preview rather than sizing advice; availability appears to be rolling out.

Elara: virtual try-on of the looks a shopper builds.

Gifting

True Fit: Shop For Others, for sizing a gift.

Elara: shoppers can describe the person and the occasion and get complete gift looks.

Pricing

True Fit: free to install on Shopify, billed by order volume tier, prices on request.

Elara: from $399 per month with a 30-day free trial.

Where True Fit is strong

Be clear about what True Fit does well, because it is a real strength for fashion:

• Fit data at scale. Sizing advice depends on knowing how garments and brands fit real people. True Fit has spent years building that data, and it is not something a styling tool replaces.

• Fast Shopify setup. A five-minute install with no developer is a low-risk way to test fit guidance before peak season.

• Gift sizing. Shop For Others addresses a common holiday question directly.

• Works with your existing AI. If you already have a shopping assistant, MCP lets you add fit intelligence rather than replace it.

If size-related returns are your biggest cost, True Fit is a natural first investment.

Where a fashion brand may need more

True Fit's site focuses on size, fit and fit analytics. It does not describe building complete outfits around an occasion. That leaves gaps that matter in fashion, especially at peak:

• The shopper who knows their size but not what to buy. Fit guidance helps once a shopper has chosen a product. It does not help them choose between a slip dress and a tailored set for a New Year's party, or find the shoes and jacket that go with it.

• Basket size. Single-item fit confidence does not, on its own, add the second and third pieces that make a look.

• Occasion insight. Knowing which occasions your shoppers are shopping for helps merchandising and email. Elara's merchant portal reports this from real conversations.

Can you use both?

Yes, and for many fashion brands that is the sensible answer. They sit at different points in the journey: styling helps the shopper decide what to buy, and fit guidance helps them pick the right size of it. A shopper who arrives looking for a wedding guest outfit can get a complete look from Elara, then use True Fit's size guidance on each piece before checkout.

If you can only add one tool before Black Friday, look at your data:

• High return rate with "too small" or "too big" as the top reason: start with fit.

• Healthy returns but low conversion and single-item baskets: start with styling.

For more on choosing tools, see our guide to the best AI tools for Shopify fashion brands in 2026, and our holiday returns playbook for the January side of peak.

FAQ

What does True Fit do for Shopify stores?
According to True Fit's Shopify page, it adds size and fit recommendations to product pages, including zero-click guidance on how an item runs and personalised size recommendations, across apparel and footwear categories.

How much does True Fit cost on Shopify?
As of October 2026, True Fit says the Shopify app is free to install and billed by order volume tier. It does not publish prices; merchants contact True Fit to activate an account.

Does True Fit style complete outfits?
True Fit's website does not describe building complete outfits. It focuses on size, fit and fit analytics, with a conversational agent for fit questions.

Does True Fit have virtual try-on?
True Fit's homepage describes a try-on that previews an item on a shopper's photo, labelled a visual preview rather than a size recommendation. Its agentic commerce page describes try-on as coming, so check availability.

Can True Fit and Elara work together?
They address different questions, fit and styling, so they can sit side by side: Elara builds the look, and fit guidance helps the shopper choose the right size of each piece.

Which should I add before Black Friday?
If wrong-size returns are your biggest cost, start with fit. If shoppers browse but buy single items or nothing, start with a styling assistant.

See Elara on your catalog

Elara for Commerce is an AI shopping assistant for Shopify fashion brands that styles complete looks from your catalog in conversation, with virtual try-on. Book a demo to see it on your own products, or start a 30-day free trial before Black Friday.