2ClickFit, Inc.

Cover Block

PUBLIC

Company Name	2ClickFit, Inc.
Tagline	Shopify app for virtual clothing try-on using body and garment metrics.
Founded	2024
Stage	Angel
Business Model	SaaS
Industry	E-commerce / Retail
Technology	AI / Machine Learning
Growth Profile	Lifestyle Business
Founding Team	Co-Founders (2)
Funding Label	Angel (total disclosed ~$27,000)

Links

PUBLIC

• Website: https://2clickfit.com
• Shopify App Store: https://apps.shopify.com/2clickfit-app

Executive Summary

PUBLIC

2ClickFit is a newly launched Shopify application that attempts to address the persistent and costly problem of clothing returns through a simplified virtual try-on experience. The company's $27,000 angel raise in October 2025 [formds.com, Oct 2025] signals an early-stage effort to capture a niche within the crowded e-commerce tools market, though its path to scale remains unproven.

Founded in 2024 by Bradford Philip Tobias and Thiago Lorenzo, the company launched its core product in June of that year [Hulkapps, 2024]. The app's differentiation rests on a low-friction setup that requires customers to input only basic body metrics and merchants to provide garment measurements, avoiding the complexity of full 3D body scanning [2Clickfit.com]. This positions it as an accessible entry point for small to mid-sized Shopify clothing merchants.

Public information on the founding team's prior operational or technical background is absent, a common but notable gap for a company operating at the intersection of e-commerce and predictive modeling. The business model is a straightforward SaaS subscription priced at $10 per month, a point that suggests targeting the long tail of Shopify stores rather than pursuing enterprise deals.

Over the next 12-18 months, the critical watchpoints will be the publication of any customer traction metrics, the evolution of the product beyond its initial feature set, and the company's ability to convert its minimal seed capital into a demonstrable growth signal. The verdict in the Analyst Notes section turns on whether this lean approach can gain meaningful merchant adoption in a space with well-funded competitors focusing on more immersive 3D and AR experiences.

Data Accuracy: YELLOW -- Key operational facts (launch date, pricing) are corroborated by a third-party app integrator; funding is confirmed via SEC filing. Founder backgrounds and all traction metrics remain uncorroborated.

Taxonomy Snapshot

Axis	Value
Stage	Angel
Business Model	SaaS
Industry / Vertical	E-commerce / Retail
Technology Type	AI / Machine Learning
Growth Profile	Lifestyle Business
Founding Team	Co-Founders (2)
Funding	Angel (total disclosed ~$27,000)

Company Overview

PUBLIC

2ClickFit, Inc. was founded in 2024 as a legal entity focused on e-commerce software, with its first public product milestone arriving just months later. The company launched its core product, a Shopify app for virtual clothing try-on, on June 25, 2024, at a price point of $10 per month [Hulkapps, 2024]. This places the company in a rapid, product-first launch cycle typical of early-stage SaaS ventures targeting the Shopify ecosystem.

The company's founders, Thiago Lorenzo and Bradford Philip Tobias, are listed as executives on regulatory filings [formds.com, Oct 2025]. Bradford Philip Tobias has also engaged directly with potential customers on public forums, identifying himself as the founder and offering support [Reddit, 2024]. The company's headquarters location is not publicly disclosed in available sources, and no prior professional backgrounds for the founders are visible on public platforms like LinkedIn [Perplexity Sonar Pro].

A key financial milestone occurred in October 2025, when 2ClickFit, Inc. filed a Form D notice of exempt offering, reporting a raise of $27,000 [formds.com, Oct 2025]. The filing did not name lead investors or disclose a valuation. This capital event, occurring roughly four months after the app's public launch, signals an early angel or friends-and-family round intended to fund initial operations.

Data Accuracy: YELLOW -- Company founding and launch date corroborated by a third-party integration site; funding amount confirmed by SEC filing. Founder names are listed on the same filing. Headquarters and detailed founder backgrounds are not publicly available.

Product and Technology

MIXED The product is a narrowly scoped Shopify application that attempts to address a specific, costly pain point in online apparel retail: size-related returns. It functions as a virtual fitting room, asking shoppers to input basic body metrics (height, weight, and gender) and then comparing those inputs against merchant-provided garment measurements to recommend a size [2clickfit.com]. The core value proposition is simplicity and speed of integration, positioning it as a lighter alternative to more complex 3D scanning or avatar-based solutions.

According to the Shopify App Store listing, the app launched on June 25, 2024, with a subscription price of $10 per month [Hulkapps, 2024]. The setup is described as an app install with minimal configuration required. Founder Bradford Philip Tobias has engaged directly with potential users on forums like Reddit, offering support and soliciting feedback, which suggests a hands-on, product-led growth approach in the early stages [Reddit, 2024].

No technical details about the underlying predictive modeling or data sources are publicly disclosed. The company's website and marketing materials reference the use of "3D-scanned body data" for its predictions, but the origin and proprietary nature of this dataset are not clarified [2clickfit.com]. The technology stack is not described in any public job postings or technical documentation.

Data Accuracy: YELLOW -- Product claims are sourced from the company's own website and app store listing; the launch date and pricing are corroborated by a third-party integration service. Technical implementation details are not verified.

Market Research

PUBLIC The market for virtual fitting technology is driven by a persistent and costly problem for online apparel retailers: high return rates from poor fit.

Third-party research quantifying the total addressable market for virtual try-on software is not available for 2ClickFit's specific niche. However, the broader problem it addresses is well-documented. According to CB Insights, the fashion industry's high return rates, often exceeding 30% for online purchases, represent a significant operational cost and environmental concern [CB Insights Research]. This creates a clear demand driver for any technology that can improve size confidence. The market for solutions is often framed as a segment within the larger e-commerce personalization and augmented reality software space, which some reports estimate could reach tens of billions of dollars globally by the end of the decade (analogous market, CB Insights).

Key tailwinds include the continued growth of direct-to-consumer apparel brands on platforms like Shopify, which increases the pool of potential merchant customers. A secondary driver is consumer expectation for more interactive online shopping experiences, a trend accelerated during the pandemic. The adjacent market of 3D body scanning and modeling represents both a potential substitute and a more complex, higher-cost alternative. Regulatory forces are currently minimal, though data privacy considerations around the collection of body metrics (height, weight) are a standard compliance point for any consumer-facing app.

Given the absence of specific, cited market sizing data, a segmentation chart is not included. The available evidence points to a problem-driven market rather than a top-down, size-defined one.

Data Accuracy: YELLOW -- Market context is drawn from general industry research; specific TAM for the company's product is not publicly quantified.

Competitive Landscape

MIXED

2ClickFit enters a market defined by a clear problem,online clothing returns,but one where competitive solutions range from simple size charts to sophisticated 3D body scanning. The company's position is at the lightweight, implementation-easy end of the spectrum, competing on merchant setup time rather than visual fidelity.

Without named competitors in the structured sources, a direct comparison table is not possible. The competitive map must be drawn from the functional alternatives available to a Shopify merchant. These fall into three tiers. First, the incumbent solution is the static size chart, often a free app or built-in theme feature; it requires no AI and imposes no cost but offers no interactive guidance. Second, a set of challengers includes other virtual try-on apps on the Shopify App Store that may use similar input-based fitting or more advanced augmented reality. Third, adjacent substitutes are the enterprise-grade 3D scanning and simulation platforms used by major brands, which are not direct competitors for 2ClickFit's target small-to-medium merchant but set a high bar for what a 'virtual try-on' experience can ultimately be.

Where 2ClickFit attempts to establish a defensible edge today is in its distribution and implementation model. The edge is distribution through the Shopify App Store, which provides immediate access to merchants, and implementation via a claimed quick setup that avoids complex integrations or hardware requirements [2clickfit.com]. This edge is inherently perishable, as the same app store distribution is available to any other developer, and 'easy setup' is a feature easily replicated. A more durable advantage could be built through proprietary garment-fit algorithms or aggregated body measurement data, but there is no public evidence of such assets. The company's recent $27,000 angel round [formds.com, Oct 2025] does not provide a capital edge against better-funded rivals.

The exposure for 2ClickFit is acute in two areas. Technologically, it is vulnerable to any competitor that achieves a similar ease-of-use while delivering a more visually convincing or personalized try-on experience, perhaps through smartphone-based body scanning. Commercially, it is exposed to pricing pressure from free alternatives or from Shopify itself, should the platform decide to bundle a basic fitting tool into its core offering. The most direct competitive threat would be an app with superior marketing and social proof that captures the same niche of cost-conscious merchants seeking a returns reduction tool.

A plausible 18-month scenario hinges on merchant adoption and platform dynamics. The winner in this segment will likely be the app that demonstrates a clear, measurable reduction in return rates for early adopters and uses those case studies to climb the Shopify App Store rankings. A loser will be any solution that fails to move beyond a handful of installs and becomes indistinguishable from the dozens of other low-cost utilities in the store. For 2ClickFit, the path to being the winner requires converting its initial users into vocal advocates, as reflected in public reviews [Shopify App Store]. The path to losing is stagnation, where the $10/month price point [Hulkapps, 2024] and basic feature set are insufficient to generate growth or deter new entrants copying its approach.

Data Accuracy: YELLOW -- Competitive analysis is inferred from product positioning and market context; no direct competitor data is publicly cited.

Opportunity

PUBLIC

The opportunity for 2ClickFit rests on capturing a meaningful slice of the billions lost annually to e-commerce returns, a problem that has proven stubbornly resistant to simple solutions.

The headline opportunity is to become the default, zero-friction sizing tool for the long tail of Shopify apparel merchants. This outcome is reachable not because of technological superiority, but because of its chosen wedge: minimal setup and low cost. The product launched at $10 per month, a price point accessible to the vast majority of small and medium-sized Shopify stores [Hulkapps, 2024]. The core promise is a reduction in returns by helping shoppers visualize fit through basic inputs like height, weight, and gender, paired with merchant-provided garment measurements [2clickfit.com]. For a merchant facing thin margins, even a single-digit percentage reduction in return rates can translate directly to improved profitability, creating a clear and immediate value proposition. The path to becoming a default tool is paved by ease of adoption, a problem the company appears to have prioritized from the start.

Several concrete paths could propel the company from its current niche to a more significant scale. Each scenario hinges on a specific catalyst that moves beyond general market growth.

Scenario	What happens	Catalyst	Why it's plausible
Platform Partnership	2ClickFit's try-on technology is embedded as a native feature or recommended app within a major e-commerce platform's ecosystem, gaining massive distribution.	A formal partnership or integration deal with Shopify, BigCommerce, or a leading page-builder app like PageFly.	Founder Bradford Tobias is already engaging directly with merchants on platforms like Reddit to solicit feedback and offer support, demonstrating a hands-on approach to market development [Reddit, 2024]. This grassroots engagement is a common precursor to platform relationships.
Vertical Specialization	The company achieves dominant market share within a specific, high-return apparel category (e.g., formalwear, athletic gear, plus-size fashion) where fit anxiety is highest.	Securing a cluster of marquee merchant customers in a targeted vertical who serve as public case studies.	The product's reliance on precise garment measurements provided by the merchant is inherently more valuable in categories where sizing is less standardized and returns are more costly. A focused go-to-market effort could quickly establish a beachhead.
Data Network Effect	Aggregated, anonymized fit data from thousands of merchants and shoppers creates a predictive model that significantly outperforms basic size charts, creating a defensible data asset.	Reaching a critical mass of installed merchants (estimated in the low thousands) whose collective data improves the algorithm's recommendations.	The company's methodology is predicated on correlating body metrics with garment measurements [2clickfit.com]. While not yet a moat, the system's value would compound with more data, potentially allowing it to offer predictive fit scores that competitors without the same data volume could not match.

What compounding looks like for 2ClickFit is a classic two-sided data flywheel, though it remains in its earliest stages. Each new merchant install adds a new set of garment measurement data. Each new shopper interaction adds another data point on how specific body types correlate with those measurements and subsequent satisfaction (or returns). Over time, this aggregated dataset could allow the app to move from a passive visualization tool to an active recommendation engine, potentially predicting fit accuracy with increasing confidence. The initial catalyst for this flywheel is merchant adoption, which is driven by the low price and simple setup. Evidence of this compounding is not yet public, but the product architecture suggests the intent.

The size of the win, in a successful scenario, would be measured against acquisitions in the retail tech and SaaS spaces. A credible comparable is the 2021 acquisition of Nosto, a Shopify-focused personalization platform, by Vista Equity Partners for an estimated $400-$500 million [CB Insights, 2021]. While Nosto had broader functionality and scale, it illustrates the valuation potential for a specialized app that becomes deeply embedded in the Shopify ecosystem. If 2ClickFit executed on the Platform Partnership scenario and captured a leading position as a must-have fit tool, a similar strategic acquisition by a larger retail tech consolidator or e-commerce platform is a plausible outcome. In that scenario, the company could be worth a significant multiple of its potential recurring revenue, translating to a valuation in the high tens or low hundreds of millions. This is a scenario-dependent outcome, not a forecast.

Data Accuracy: YELLOW -- Core product and pricing claims are cited from the Shopify ecosystem and a third-party integrator; growth scenarios are extrapolated from the company's stated model and founder activity.

Sources

PUBLIC

1. [formds.com, Oct 2025] 2ClickFit, Inc. Form D filing | https://www.formds.com/issuers/2clickfit-inc

2. [Hulkapps, 2024] Shopify 2ClickFit App Integration | https://www.hulkapps.com/products/shopify-2clickfit-app-integration

3. [2clickfit.com] 2ClickFit - Virtual Try-On Builder | https://2clickfit.com/

4. [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/

5. [Perplexity Sonar Pro] Perplexity Sonar Pro Brief |

6. [CB Insights Research] CB Insights Research | https://www.cbinsights.com/research/

7. [Shopify App Store] Reviews: 2ClickFit: Virtual Try On | https://apps.shopify.com/2clickfit-app/reviews

8. [CB Insights, 2021] CB Insights Research on Nosto acquisition | https://www.cbinsights.com/research/