The problem is straightforward: online clothing returns are expensive, and the solutions are often complex. 2ClickFit is building a Shopify app that asks customers for three data points,height, weight, and gender,and then uses merchant-provided garment measurements to generate a virtual fit visualization [2clickfit.com, Unknown]. It’s a lightweight wedge into a category dominated by 3D scanning and more intensive body modeling. The company’s recent $27,000 angel round, filed in October 2025, is a small but precise bet that simplicity can win over sophistication at the point of sale [formds.com, Oct 2025].
The Wedge of Simplicity
For a Shopify merchant, the appeal is operational. Installation is a standard app-store process, and the required inputs are minimal. Shoppers don't need to upload photos or perform a body scan; they enter basic anthropometric data. The merchant, in turn, must provide a set of garment measurements like length, width, and sleeve length [2clickfit.com, Unknown]. The system then predicts fit, aiming to give shoppers enough confidence to choose the right size the first time. This approach trades the high-fidelity promise of a true-to-life 3D avatar for a lower-friction, faster-to-implement tool. The pricing, at $10 per month at launch, positions it as an accessible test for small to mid-sized stores [Hulkapps, 2024].
A Quiet Start and the Execution Gap
The company’s public footprint is minimal. Founders Thiago Lorenzo and Bradford Philip Tobias handle operations and support, but no prior professional backgrounds or LinkedIn profiles are visible in public search results [Perplexity Sonar Pro, 2025]. There are no named customer case studies or partnership announcements. The primary signal of activity is the Form D filing and engagement on platforms like Reddit, where founder Bradford Tobias has directly responded to questions about the app [Reddit, 2024]. This places 2ClickFit firmly in the pre-product-market-fit exploration phase, using a small capital base to iterate.
The technical model here is pragmatic, but its limitations define the ceiling. The predictive accuracy is entirely dependent on the correlation between three basic body metrics and the fit of a given garment style. This works adequately for standard sizing on common silhouettes but will struggle with variance in body shape, posture, and fabric drape that aren't captured by height and weight alone.
Scaling this model introduces two core technical risks. First, the feedback loop for improving predictions is weak without a structured returns data pipeline explicitly linking a ‘no fit’ outcome back to the specific height/weight/garment combination that caused it. Second, as merchant catalogs grow, the manual overhead of inputting accurate garment measurements for every SKU becomes a real operational burden, a cost that the $10 monthly fee may not cover for the merchant.
The bet is that for a large subset of everyday apparel, ‘good enough’ is sufficient to move the needle on return rates. If the tool can demonstrably cut returns by even a single-digit percentage for its early adopters, it justifies its cost and creates a foundation for growth. The $27,000 is likely earmarked for proving that core hypothesis before any attempt to build a more complex system. The path forward is narrow but clear: demonstrate a repeatable win with a handful of Shopify stores, then use that proof to fund the next iteration of the model.
Sources
- [2clickfit.com, Unknown] 2ClickFit - Virtual Try-On Builder | https://2clickfit.com/
- [formds.com, Oct 2025] 2ClickFit, Inc. Form D filing | https://www.formds.com/issuers/2clickfit-inc
- [Hulkapps, 2024] Shopify 2ClickFit App Integration | https://www.hulkapps.com/products/shopify-2clickfit-app-integration
- [Perplexity Sonar Pro, 2025] Web-grounded research brief | (Synthesized from source review)
- [Reddit, 2024] r/shopify: Anyone have a 2ClickFit Review? | https://www.reddit.com/r/shopify/comments/1gpunuf/anyone_have_a_2clickfit_review_or_any_virtual_fry/
- [Shopify App Store, Unknown] 2ClickFit: Virtual Try On - App Reviews | https://apps.shopify.com/2clickfit-app/reviews