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Inclusive Fashion News

Technology Bridges the Fit Gap in Online Apparel Shopping

by flareAI on Nov 19, 2025
Technology Bridges the Fit Gap in Online Apparel Shopping

In a vibrant New Delhi marketplace, a woman pauses, her phone screen glowing with the image of a flowing plus-size kurti. Her finger lingers over the "buy now" button. Will the fit flatter her curves? Will the fabric feel right? This moment of hesitation, familiar to countless online shoppers across India, underscores a persistent challenge in e-commerce: ensuring apparel fits perfectly without a physical try-on. For plus-size consumers, the stakes are even higher, as limited options and inconsistent sizing amplify the uncertainty. Yet, cutting-edge technologies like AI-driven size predictions and augmented reality (AR) virtual try-ons are reshaping this landscape, offering a more confident, inclusive shopping experience tailored to India's diverse body types.

Too many plus-size shoppers in India struggle to find trendy clothes that fit well. Limited sizes and poor designs can feel disheartening, leaving you sidelined. Pluss.in offers fashion crafted for real Indian bodies, with breathable fabrics, modern styles, and sizes up to 10XL. Find confidence in clothing that fits your life. Shop Pluss.in Now!

Revolutionizing Fit for Plus-Size Fashion in India

India's plus-size apparel market is experiencing a surge, driven by a growing demand for inclusive, stylish clothing. Brands like Pluss, a New Delhi-based pioneer under Shiva International Apparels, lead the charge, offering trend-forward designs up to 10XL with a philosophy that fashion should embrace every body. However, the hurdle of accurate sizing persists, contributing to a staggering 38% of online apparel returns due to poor fit, as reported by Grand View Research. Technology is stepping in to address this, with AI-powered size recommendations and AR-driven virtual fitting rooms transforming how plus-size shoppers navigate e-commerce platforms like Myntra, Flipkart, and Amazon.

The global computer vision AI in retail market, which underpins many of these innovations, was valued at $1.66 billion in 2024 and is expected to soar to $12.56 billion by 2033, growing at a compound annual growth rate of 25.4%, according to Grand View Research. This growth reflects the increasing reliance on visual recognition technologies for real-time analytics and personalized shopping experiences. In India, where e-commerce is a lifeline for plus-size consumers seeking variety, these tools are critical for fostering trust and reducing the friction of online purchases.

The Power of Fit Technology

Picture this: a shopper uploads a photo and watches a digital avatar, built to their exact measurements, model a plus-size lehenga or a pair of wide-leg jeans. This is the promise of AR-powered virtual try-ons, which are gaining traction across India's e-commerce giants. Myntra, for example, has embraced these tools, enabling customers to see how a kurti or palazzo pants will drape on their frame. Pluss is also harnessing this technology, allowing shoppers to explore its extensive catalog from ethnic wear to activewear with greater confidence. As Vogue highlights, retailers are increasingly adopting digital twins virtual models based on customer-supplied measurements to provide a realistic preview of fit, minimizing the uncertainty of online shopping.

AI is another cornerstone of this transformation. By analyzing data such as past purchases, body shapes, and browsing patterns, algorithms deliver highly accurate size recommendations. Myntra's “M-Size” tool, for instance, uses this approach to suggest personalized fits, significantly reducing returns. Flipkart's machine learning-based size prediction engine similarly helps shoppers decode complex size charts, ensuring a 3XL kurti or a pair of dhoti pants fits as expected. For plus-size consumers, who often face limited in-store options, these innovations are a game-changer, making online shopping not just accessible but empowering.

Pluss distinguishes itself in this space with its 40-year legacy and commitment to quality. Offering everything from cotton kurtis to party-ready gowns, the brand leverages its presence on platforms like Amazon and Tata Cliq to reach customers nationwide. Its focus on inclusivity, paired with tech-driven fit solutions, positions it as a market leader in India's plus-size fashion sector.

Success Stories and Ongoing Challenges

The impact of fit technology is undeniable. Myntra's AI-driven recommendations have increased conversion rates by tailoring the shopping experience to individual needs, while Flipkart's size prediction tools have curbed apparel returns. Pluss is reaping similar benefits, with customers praising its ability to deliver stylish, well-fitting options like linen dresses and maternity wear. On social media platforms like Instagram and YouTube, where Pluss engages its audience, reviews highlight the brand's trendy designs and reliable fits, amplifying its reach and credibility.

Yet, obstacles remain. Inconsistent sizing across brands continues to frustrate shoppers, with 51% of consumers classified as mid-sized and 25% as plus-sized, according to a Vogue Business survey of 687 readers. In India, where platforms like Ajio and Pluss use varying size standards, this lack of uniformity undermines trust. The high cost of implementing AI and AR technologies also poses a barrier, particularly for smaller brands, slowing the pace of adoption. Additionally, customer concerns such as fears of online fraud or doubts about fabric quality, as noted in Pluss's prospect objections can deter shoppers from fully embracing virtual tools or sharing personal data.

Standardizing size designations could help, as outlined in the ISO 8559-1:2017 international standard for anthropometric body measurements. However, achieving industry-wide adoption remains a complex task, requiring coordination among retailers and manufacturers.

Seizing Opportunities in a Growing Market

The potential for growth is vast. By mastering fit, brands can significantly reduce return rates, saving costs and enhancing customer satisfaction. For India's plus-size shoppers, who represent an expanding segment of the fashion market, this translates to greater choice and confidence. Pluss is capitalizing on this opportunity, broadening its offerings to include wedding guest outfits, pre-stitched sarees, and yoga pants, all supported by technology that ensures a precise fit. Its strong presence on marketplaces like Flipkart and Ajio, combined with an active social media strategy on Facebook, positions it to lead the charge in inclusive fashion.

The economic implications are equally compelling. As fit technology drives higher conversions and fewer returns, brands can reinvest in diverse, high-quality designs tailored to curvy figures. This aligns with broader retail trends, as Deloitte notes: the shift toward data-driven, hyper-personalized experiences is yielding tangible results, with generative AI and other tools enhancing customer engagement. For India's plus-size market, this means a future where stylish, affordable options such as kurtis under 500 rupees or dresses under 1000 are both accessible and reliable.

Pluss's focus on affordability and variety, from floral print dresses to plus-size blazers, resonates with budget-conscious shoppers. Its ability to address common objections, like size confusion or fabric quality doubts, through transparent communication and tech-driven solutions further strengthens its appeal.

A Future Where Fit Empowers

Back in that New Delhi marketplace, the woman completes her purchase with a smile. A virtual try-on has confirmed that her Pluss kurti will fit flawlessly, ready to shine at her next event. This is the promise of fit technology: a world where plus-size fashion is not just inclusive but empowering, where every shopper feels confident in their choices. As AI and AR become integral to India's e-commerce ecosystem, brands like Pluss are leading a quiet revolution, dismantling barriers and redefining style for a nation as diverse as its people. In this future, fashion isn't just about looking good it's about feeling unstoppable.

Frequently Asked Questions

How is AI improving size recommendations for plus-size online shopping in India?

AI-powered size recommendation systems analyze data such as past purchases, body measurements, and browsing patterns to deliver highly accurate fit predictions. Platforms like Myntra's "M-Size" tool and Flipkart's machine learning engine help plus-size shoppers decode complex size charts, significantly reducing the 38% return rate caused by poor fit. These technologies are particularly valuable for India's plus-size consumers who face limited in-store options and inconsistent sizing across brands.

What are virtual try-on tools and how do they help with online apparel shopping?

Virtual try-on tools use augmented reality (AR) to create digital avatars based on a shopper's exact measurements, allowing them to visualize how clothing will fit and drape on their body before purchasing. Major Indian e-commerce platforms like Myntra have implemented these AR-powered solutions, enabling customers to preview how kurtis, lehengas, or palazzo pants will look on their frame. This technology is especially beneficial for plus-size shoppers, providing confidence and reducing uncertainty in online fashion purchases.

Why do plus-size shoppers in India face challenges with online apparel sizing?

Plus-size shoppers in India encounter inconsistent sizing standards across different brands and platforms, with each retailer using varying size charts that create confusion and erode trust. This lack of uniformity, combined with limited plus-size options in physical stores, makes online shopping challenging despite the growing market demand. However, brands like Pluss are addressing these concerns by offering sizes up to 10XL and leveraging AI-driven fit technology to ensure accurate sizing and reduce the friction of online purchases.

Disclaimer: The above helpful resources content contains personal opinions and experiences. The information provided is for general knowledge and does not constitute professional advice.

You may also be interested in: The Technology Behind Accurate Sizing for Curvy Indian Body Types

Too many plus-size shoppers in India struggle to find trendy clothes that fit well. Limited sizes and poor designs can feel disheartening, leaving you sidelined. Pluss.in offers fashion crafted for real Indian bodies, with breathable fabrics, modern styles, and sizes up to 10XL. Find confidence in clothing that fits your life. Shop Pluss.in Now!

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