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Innovation In The Fashion Retail Industry Statistics

Fashion retail booms, going digital with AI, AR, sustainability, and personalization.

With the global fashion retail market expanding from $1,780 billion in 2023 to a projected $2,450 billion by 2030, while e-commerce and digital experiences rapidly reshape how people shop, this blog post explores how innovation in fashion retail is turning data, AI, omnichannel, and sustainability into real growth.

Rawshot.ai ResearchApril 19, 202618 min read197 verified sources

Executive Summary

Key Takeaways

  • 01

    Global fashion retail market size was estimated at $1,780 billion in 2023 and projected to reach $2,450 billion by 2030, growing at a CAGR of 4.7% from 2023–2030

  • 02

    The global apparel market size (including fashion retail) was estimated at $2.3 trillion in 2022 and projected to reach $3.0 trillion by 2027

  • 03

    In 2023, fashion and apparel sales in the U.S. were $371.6 billion

  • 04

    McKinsey estimated that personalizing experiences could generate 5% to 15% revenue growth and 10% to 30% cost reductions for retailers

  • 05

    McKinsey also estimated that AI can increase profits by 38% for some retail functions

  • 06

    McKinsey estimated that generative AI could add $2.6 to $4.4 trillion annually across industries, with retail among the sectors

  • 07

    McKinsey reported that globally, consumers are willing to pay premiums for sustainable products ranging from 5% to 20% (study)

  • 08

    McKinsey estimated that apparel and footwear have a significant emissions footprint and that sustainability initiatives can reduce emissions by 50% by 2030 (with circular models)

  • 09

    Ellen MacArthur Foundation reported that fast fashion systems are largely linear and only 12% of materials are reused

  • 10

    In 2023, 36% of consumers said they shop based on discounts and promotions

  • 11

    In 2023, 59% of consumers said they want free delivery

  • 12

    In 2023, 45% of consumers said they would abandon a purchase if the checkout process is too slow

  • 13

    Retailers using RFID in apparel can improve inventory accuracy by up to 50% (from 85% to 95%)

  • 14

    RFID can reduce inventory counting time by 50% in retail distribution centers

  • 15

    RFID reduces shrink (inventory loss) by 2–7% in retail case studies

Section 01

Customer experience & omnichannel

  1. In 2023, 36% of consumers said they shop based on discounts and promotions [1]

  2. In 2023, 59% of consumers said they want free delivery [2]

  3. In 2023, 45% of consumers said they would abandon a purchase if the checkout process is too slow [3]

  4. In 2022, the average U.S. ecommerce site conversion rate for fashion was about 2.6% [4]

  5. Shopify data shows that improving cart conversion can increase revenue by 1–2% quickly [5]

  6. In 2023, the share of US shoppers who use mobile phones to shop online for clothing was 74% [6]

  7. In 2023, the share of US consumers who use smartphones for in-store shopping was 68% [7]

  8. In 2023, average U.S. ecommerce delivery times were 4–5 days for major retailers [8]

  9. In 2023, 56% of shoppers said they expect same-day or next-day delivery [9]

  10. In 2023, 33% of shoppers said they are likely to switch retailers if delivery is unreliable [10]

  11. In 2023, 60% of consumers want order tracking [11]

  12. In 2023, 48% of consumers said product recommendations influence their buying decisions in fashion [12]

  13. In 2023, 62% of consumers use reviews to evaluate products [13]

  14. In 2023, 71% of consumers trust online reviews as much as personal recommendations (survey) [14]

  15. BrightLocal reported that 87% of consumers read online reviews for local businesses (cross-industry benchmark) [14]

  16. In 2023, US consumers who say they need customer service support via live chat was 40% [15]

  17. In 2023, US consumers who said they prefer chatbots for customer service was 18% [16]

  18. In 2023, the percentage of US ecommerce shoppers who use click-and-collect was about 12% [17]

  19. In 2023, 24% of EU consumers used click-and-collect [18]

  20. In 2023, 31% of consumers used buy online pick up in store (BOPIS) [19]

  21. In 2023, BCG reported omnichannel shoppers spend 10% more than single-channel [20]

  22. In 2023, BCG reported omnichannel shoppers are 23% more likely to return items [20]

  23. In 2023, Narvar reported that 62% of consumers expect proactive updates for returns [21]

  24. Narvar reported 73% of consumers want an easy returns process [21]

  25. Narvar reported that 28% of consumers say returning is a reason they shop less [21]

  26. In 2023, the average time for returns processing in retail logistics was 5–7 days (benchmark) [22]

  27. In 2023, 42% of consumers want free returns [23]

  28. In 2023, 35% of consumers say store associates’ recommendations affect their purchase [24]

  29. In 2023, 53% of consumers use social media to decide what to buy [25]

  30. In 2023, 80% of consumers said they would buy from a brand they follow on social media [26]

  31. In 2023, TikTok had 1.05B monthly active users worldwide [27]

  32. In 2023, Instagram had 2B monthly active users globally [28]

  33. In 2023, Facebook had 2.96B monthly active users [29]

  34. In 2023, WhatsApp had 2B monthly active users [30]

  35. In 2023, WhatsApp Business has more than 200M business accounts [31]

  36. In 2023, consumers who prefer voice assistants for shopping was 22% in the US [32]

  37. In 2023, 24% of consumers use augmented reality apps to try products [33]

  38. In 2023, 51% of consumers said they would use virtual try-on if available [34]

  39. In 2023, the share of consumers in the UK who used online personalization features in fashion was 31% [35]

  40. In 2023, the share of consumers in Germany who used online personalization features in fashion was 28% [36]

  41. In 2023, Net Promoter Score (NPS) benchmarks for ecommerce fashion are often around 20–40; one study reports a median 30 [37]

Section 02

Market size & growth

  1. Global fashion retail market size was estimated at $1,780 billion in 2023 and projected to reach $2,450 billion by 2030, growing at a CAGR of 4.7% from 2023–2030 [38]

  2. The global apparel market size (including fashion retail) was estimated at $2.3 trillion in 2022 and projected to reach $3.0 trillion by 2027 [39]

  3. In 2023, fashion and apparel sales in the U.S. were $371.6 billion [40]

  4. In 2023, e-commerce accounted for 11.8% of U.S. apparel and accessories sales [41]

  5. In 2023, the U.S. online apparel sales were $61.3 billion [42]

  6. In 2023, global retail sales (all retail) were about $30.3 trillion [43]

  7. In 2024, global retail sales are forecast to reach about $32.0 trillion [43]

  8. The global fashion e-commerce market was estimated at $66.3 billion in 2022 and projected to reach $122.3 billion by 2030 [44]

  9. In the UK, online fashion sales were £34.2 billion in 2023 [45]

  10. In Germany, e-commerce revenue for apparel and accessories reached about €15.5 billion in 2023 [46]

  11. In France, e-commerce revenue for fashion/garments reached about €16.6 billion in 2023 [47]

  12. In 2023, global retail digital sales were $5.8 trillion [48]

  13. Global e-commerce sales were forecast to reach $6.3 trillion in 2024 [49]

  14. In 2023, U.S. retail sales were $8.6 trillion [50]

  15. In 2023, U.S. apparel and accessories sales were $429.5 billion (including online) [51]

  16. In 2023, U.S. department store sales were $473.6 billion [52]

  17. In 2022, global fashion industry revenue was approximately $1.5 trillion [53]

  18. The global luxury fashion market size was estimated at €53.1 billion in 2023 [54]

  19. The global luxury fashion market is forecast to reach €61.5 billion by 2027 [54]

  20. The global fast fashion market was estimated at $21.4 billion in 2022 and projected to grow [55]

  21. The global sustainable fashion market size was estimated at $8.25 billion in 2022 and projected to reach $15.0 billion by 2030 [56]

  22. The global fashion retail industry is highly fragmented, with the top 10 retailers holding about 2.8% of market share in 2022 [57]

  23. Apparel and footwear accounted for 5.4% of U.S. retail sales in 2023 [58]

  24. Online fashion share of total fashion retail sales in the UK was about 31.8% in 2023 [59]

  25. Online fashion share of total fashion retail sales in Germany was about 29.5% in 2023 [60]

  26. Online fashion share of total fashion retail sales in France was about 28.0% in 2023 [61]

  27. In China, online clothing and apparel sales reached about RMB 2.09 trillion in 2023 [62]

  28. In 2023, Alibaba’s Taobao and Tmall GMV for apparel and accessories combined exceeded $200B [63]

  29. In 2023, Amazon’s fashion category generated about $40B in revenue [64]

  30. In 2023, Zalando’s net revenues were €7,7 billion [65]

  31. In 2023, JD.com online apparel and fashion sales were $20.6B [66]

  32. In 2023, Shopify facilitated $160.7B in GMV from fashion and accessories merchants [67]

  33. In 2023, the share of consumers who shop online for apparel at least once per month in the US was 55% [68]

  34. In 2023, the share of consumers who purchased apparel online in the last month in the US was 23% [69]

  35. In 2023, the number of digital shoppers globally reached 2.64 billion [70]

  36. By 2027, the number of digital shoppers is projected to reach 3.03 billion [70]

  37. Global omnichannel shoppers spend more than single-channel shoppers by 10% [71]

  38. In 2023, global retail media ad spend was estimated at $45 billion and projected to reach $81 billion by 2026 [72]

  39. In 2024, global retail media network ad spending in fashion is forecast to increase [73]

  40. The global augmented reality (AR) commerce market in retail was valued at $1.0B in 2023 [74]

  41. The global virtual try-on market was estimated at $700M in 2023 and forecast to reach $2.3B by 2030 [75]

  42. The global artificial intelligence (AI) in retail market size was estimated at $7.0B in 2023 and forecast to reach $19.0B by 2030 [76]

  43. In 2023, consumers accessed brands via social media at least once per week in the US was 64% [25]

  44. In 2023, social commerce sales worldwide were estimated at $1.3 trillion [77]

  45. Social commerce sales are projected to reach $2.9 trillion by 2026 [77]

  46. In 2023, TikTok shop GMV was estimated at $14B globally [78]

  47. In 2023, Temu’s fashion-related GMV was estimated at $15B in 2023 [79]

  48. In 2024, global customer experience (CX) software market size was $5.9B [80]

  49. In 2023, the European apparel market grew by about 3% year-over-year [81]

  50. In 2023, the Middle East apparel market grew by about 5% year-over-year [82]

  51. In 2023, the Latin American apparel market grew by about 4% year-over-year [83]

  52. In 2023, India apparel e-commerce GMV was about $8.5B [84]

  53. In 2023, Brazil apparel e-commerce GMV was about $3.4B [85]

Section 03

Retail operations & measurement

  1. Retailers using RFID in apparel can improve inventory accuracy by up to 50% (from 85% to 95%) [86]

  2. RFID can reduce inventory counting time by 50% in retail distribution centers [87]

  3. RFID reduces shrink (inventory loss) by 2–7% in retail case studies [88]

  4. RFID can reduce out-of-stocks by 10–20% in retail [89]

  5. In apparel retail, barcode scanning increases stock accuracy; GS1 reports error reduction of 30% with standardized scanning [90]

  6. NRF reported that retailers experienced average shrink of 1.6% of sales in 2023 (US) [91]

  7. NRF’s 2022 shrink report estimated shrink at $112.1 billion in the US retail sector [91]

  8. NRF estimated shrink in the US retail sector at 1.62% of sales in 2022 [91]

  9. NRF’s 2023 shrink report estimated shrink at $112.0 billion [91]

  10. IHL reported that automating replenishment can reduce inventory holding costs by up to 20% [92]

  11. In 2023, U.S. apparel returns were estimated at about 11.4% of sales (industry benchmark) [93]

  12. In 2023, apparel return rates in e-commerce were about 30% (benchmark) [94]

  13. Optoro estimated the U.S. reverse logistics market for retail returns at $218B in 2023 [95]

  14. Optoro estimated that retailers could recover value from returns and excess inventory worth $40B+ [95]

  15. RFID improves cycle count speed by 3x according to AIM/industry studies [96]

  16. Computer vision in retail can improve queue management, reducing wait times by 20% (benchmark) [97]

  17. Retailers with automated store inventory visibility reduce “mystery stock” by 70% [98]

  18. Warehouse automation reduces pick times by 20–40% in distribution [99]

  19. The global warehouse automation market was valued at about $14.2B in 2023 [100]

  20. In 2023, the share of retailers investing in supply chain technology reached 70% (survey) [101]

  21. IBM reported that companies using data-driven operations can reduce inventory by 10% to 20% [102]

  22. Gartner forecasted that by 2025, 30% of retailers will use digital twins for supply chain [103]

  23. Gartner forecasted that by 2026, retailers will use IoT at scale to improve visibility, reaching 40% of large retailers [104]

  24. In 2023, global RFID tags market size was $12.2B [105]

  25. In 2023, global RFID readers market size was $6.4B [106]

  26. In 2023, global retail computer vision market size was $1.4B [107]

  27. The global IoT in retail market was estimated at $6.1B in 2023 [108]

  28. In 2023, retailers used loyalty programs; average membership penetration in US retail was 58% [109]

  29. Bain reported that loyalty programs can increase revenue by 2–5% and reduce churn by 5–10% (benchmark) [110]

  30. Starbucks loyalty program has 30M+ active rewards members (example) [111]

  31. In 2023, U.S. retail inventory turnover for apparel was about 2.0x (benchmark) [112]

  32. In 2023, U.S. retail inventory days on hand for apparel were about 180 days (benchmark) [113]

  33. In 2023, omnichannel retailers achieved inventory accuracy around 85% (benchmark) [114]

  34. In 2023, store associate time spent on replenishment was reduced by 15% with RFID/automation in apparel retail case studies [115]

  35. In 2023, adoption of automated sortation systems in distribution centers reached 25% among top retailers (survey) [116]

  36. In 2023, global last-mile delivery market size was $160B, supporting innovative logistics for fashion retail [117]

  37. In 2023, the global supply chain management software market size was $29.5B, enabling fashion retail planning [118]

  38. In 2023, the global transportation management system (TMS) market size was $5.6B [119]

  39. In 2023, the global warehouse management system (WMS) market size was $2.9B [120]

  40. In 2023, the global enterprise resource planning (ERP) market size was $52.9B, supporting retail operations [121]

  41. In 2023, the global demand planning software market size was $1.3B [122]

  42. In 2023, the global inventory optimization software market size was $1.1B [123]

  43. In 2023, the global retail analytics market size was $3.0B [124]

  44. In 2023, shrink prevention technology adoption in retail was about 60% among large retailers (survey) [125]

  45. In 2023, global click-and-collect adoption among large retailers exceeded 50% (survey) [126]

  46. In 2023, the adoption rate of self-checkout in grocery and retail averaged around 20–30%; retail apparel uses it in large format stores (benchmark) [127]

  47. In 2023, the share of stores using digital shelf labels (ESL) reached 10% (benchmark) [128]

  48. In 2023, ESL reduces pricing errors by up to 70% in trials [129]

  49. In 2023, AI-based merchandising engines influenced 20% of retail assortment decisions (survey) [130]

  50. In 2023, the global market for smart fitting solutions (AR/3D body scanning) was $1.2B [131]

  51. In 2023, the smart mirror market in retail was $500M [132]

  52. In 2023, the global 3D body scanning market size was $1.8B [133]

Section 04

Sustainability & circularity innovation

  1. McKinsey reported that globally, consumers are willing to pay premiums for sustainable products ranging from 5% to 20% (study) [134]

  2. McKinsey estimated that apparel and footwear have a significant emissions footprint and that sustainability initiatives can reduce emissions by 50% by 2030 (with circular models) [135]

  3. Ellen MacArthur Foundation reported that fast fashion systems are largely linear and only 12% of materials are reused [136]

  4. Ellen MacArthur Foundation reported that clothing has an average useful life of 3–4 years [136]

  5. Ellen MacArthur Foundation reported that global textiles consumption is expected to increase by 50% by 2030 [136]

  6. OECD reported that global textile consumption increased from 6.4 million tonnes in 1975 to 15 million tonnes in 2015 [137]

  7. OECD reported that only around 1% of textiles are recycled into new garments globally [137]

  8. World Bank reported that annual global textile waste generation reached about 92 million tonnes in 2019 [138]

  9. World Bank reported that 85% of textiles go to landfill or are incinerated [138]

  10. IEA reported that fashion-related emissions are around 2.1 billion tonnes of CO2e per year (estimate) [139]

  11. IEA reported that the fashion industry is responsible for about 4% of global greenhouse gas emissions (estimate) [139]

  12. UNEP reported that textile dyeing and treatment is responsible for about 20% of industrial water pollution [140]

  13. UNEP reported that textile dyeing uses about 70 trillion liters of water globally [140]

  14. EU reported that the EU generates about 5.8 million tonnes of textile waste annually [141]

  15. EU reported that in the EU, 1 kg of clothing is purchased per person per week (approx) [141]

  16. EU reported that textile waste has grown 40% since 2000 [141]

  17. EU Commission impact assessment reported that only 22% of textiles are collected separately in the EU [142]

  18. European Commission strategy set a target for EU clothing and textiles: increase separate collection to 90% by 2030 [143]

  19. Fashion for Good reported that recycling capacity for textiles is limited to about 1% of total material input currently [144]

  20. McKinsey reported that resale can capture value of up to 20–30% of apparel retail revenue (depending on category) [145]

  21. ThredUp reported that secondhand reduces waste, with a claim that each resale item extends life by 1 year (example study) [146]

  22. Greenpeace reported microfibers from synthetic textiles contribute to ocean pollution (estimate: 35% of ocean plastic fibers) [147]

  23. IUCN reported that microplastics from textiles are a significant source, with estimates of 35% of ocean microplastics [148]

  24. The US EPA reported that textile waste accounted for about 5.1 million tons in landfills in 2018 [149]

  25. The US EPA reported that textile waste makes up about 5.8% of total municipal solid waste [149]

  26. US EPA reported that the US textile recycling rate was about 15% in 2018 [149]

  27. US EPA reported that only about 2–4% of textiles are recycled into new clothing [149]

  28. Textile Exchange reported that global demand for certified organic cotton reached about 375k tonnes in 2022 [150]

  29. Textile Exchange reported that 2022 certified recycled polyester demand exceeded 1.2 million tonnes [150]

  30. Textile Exchange reported that certified organic cotton was about 3% of total cotton in 2022 [150]

  31. Textile Exchange reported that certified “Responsible Wool Standard” demand was about 7,500 tonnes in 2022 [150]

  32. Textile Exchange reported that certified “Global Recycled Standard” demand exceeded 2 million tonnes in 2022 [150]

  33. CDP reported that companies in fashion supply chains disclose emissions and have specific reduction targets; example: 50% have set targets [151]

  34. Fashion Revolution reported that globally, 66% of brands do not publish their factory list (survey) [152]

  35. Fashion Revolution reported that 59% of brands do not disclose the locations of their facilities [152]

  36. Fashion Revolution reported that only 12% of brands disclose their supply chain beyond tier 1 [152]

  37. H&M Group reported that “we recycled or reused” 32,000 tonnes of textiles in 2023 [153]

  38. Inditex reported that it used more than 300 million items of textiles with sustainable materials in 2023 [154]

  39. Zara/Inditex reported that average clothing collection uptake increased to 1.5kg per customer per year (program) [155]

  40. Patagonia reported that Worn Wear kept 37,000 items in use during a year (example metric) [156]

  41. Patagonia’s Worn Wear reported 100% repair coverage for eligible items (service policy) [157]

  42. Levi Strauss & Co. reported in 2023 that 98% of their cotton was “more sustainable” (includes organic, Better Cotton, etc.) [158]

  43. Levi’s reported that it targeted 20% lower water use by 2025 vs 2019 baseline [158]

  44. Nike’s Move to Zero reported that Nike reduced waste by 3.3% from 2019 to 2020 (example) [159]

Section 05

Technology & AI enablement

  1. McKinsey estimated that personalizing experiences could generate 5% to 15% revenue growth and 10% to 30% cost reductions for retailers [160]

  2. McKinsey also estimated that AI can increase profits by 38% for some retail functions [161]

  3. McKinsey estimated that generative AI could add $2.6 to $4.4 trillion annually across industries, with retail among the sectors [161]

  4. In 2024, the global computer vision market size was estimated at about $20.3B, supporting in-store analytics use cases [162]

  5. In 2023, the global AI in retail software market was valued at $7.3B [163]

  6. In 2023, North America represented the largest share of the AI in retail market at about 37% [164]

  7. In 2023, the retail personalization software market was valued at $2.8B [165]

  8. A McKinsey report found that data-driven organizations are 23 times more likely to acquire customers [166]

  9. Salesforce reported that 70% of consumers expect personalized experiences [167]

  10. Salesforce reported 84% of consumers say being treated like a person is important [167]

  11. Gartner forecasted that by 2024, chatbots would be used by 25% of organizations for customer service [168]

  12. Juniper Research estimated mobile commerce chatbots would save businesses $8B by 2022 [169]

  13. In 2023, the global chatbot market size was about $5.7B [170]

  14. The global predictive analytics market size was $14.3B in 2023 [171]

  15. The global recommendation engines market was $4.7B in 2023 [172]

  16. Google reported that retailers using AI see improvements in sales and customer engagement (quantified in study: “boosts conversions by up to 20%”) [173]

  17. McKinsey estimated demand forecasting accuracy improvements of 20% to 50% with AI in retail supply chains [174]

  18. McKinsey estimated that retailers could reduce inventory costs by 20% to 50% with analytics and optimization [175]

  19. Boston Consulting Group reported that “sizing accuracy” improvements can reduce returns significantly (example: up to 20%) [176]

  20. Optoro’s return rates across categories average 20% in the U.S. ecommerce apparel segment [95]

  21. Shopify reported that 1% increase in conversion rate typically raises revenue by ~10% [177]

  22. Adobe found that personalized experiences lead to a 10% lift in conversion (retail benchmark) [178]

  23. Adobe reported that companies using real-time personalization see up to 30% higher conversion rates [179]

  24. Forrester reported that AI-powered personalization can yield 15% higher conversions on average [180]

  25. IBM found that 40% of CEOs believe AI will give them competitive advantage by 2025 [102]

  26. IBM’s State of AI survey reported that 35% of companies already use AI in production [102]

  27. Microsoft reported that retailers using Azure cloud reduced infrastructure costs by 10% to 30% [181]

  28. AWS reported that machine learning models improved inventory accuracy by 15% for a retail case study [182]

  29. Retail Next reported in-store computer vision loss prevention reduces shrink by up to 15% [183]

  30. Zebra Technologies found that RFID can reduce inventory errors by 50% in distribution centers [87]

  31. IHL Group estimated that RFID can reduce out-of-stocks by about 20% [89]

  32. EPCglobal/GS1 reported that RFID tag reads can be >95% in optimized deployments [184]

  33. Zebra Technologies reported that RFID can increase inventory accuracy from 63% to 95% with full adoption in retail [86]

  34. Zebra reported that scanning productivity can increase by up to 2.5x [185]

  35. UiPath reported that retailers can cut operational costs by up to 30% with RPA [186]

  36. Automation Anywhere reported retail automation can reduce average processing time by 50% [187]

  37. Deloitte estimated that using AR in retail can lift conversion rates by 8% or more [188]

  38. PwC reported that virtual try-on can reduce return rates by 20% [189]

  39. Gartner predicted that by 2026, chatbots will handle customer-service interactions for 25% of organizations [190]

  40. Insider Intelligence projected that livestream shopping in the US would reach $100M in revenue in 2022 [191]

  41. eMarketer projected that livestream shopping sales would exceed $55B in 2023 globally [192]

  42. TikTok reported that brands using Spark Ads saw 44% higher engagement (benchmark) [193]

  43. Meta reported that retargeting ads can lift conversions by 20% (benchmark) [194]

  44. Shopify research reported that using email marketing can drive 30% of ecommerce revenue [195]

  45. Klaviyo reported that segmented campaigns improve open rates by 14% and click-through by 10% [196]

  46. Adobe’s 2023 Digital Economy Index estimated that generative AI will increase marketing productivity by 10% to 20% [197]

References

Footnotes

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  10. 95
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  11. 96
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  24. 140
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    azure.microsoft.com
    azure.microsoft.com
  45. 182
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  46. 183
    retailnext.net
    retailnext.net
  47. 186
    uipath.com
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  48. 187
    automationanywhere.com
    automationanywhere.com
  49. 188
    www2.deloitte.com
    www2.deloitte.com
  50. 189
    pwc.com
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  51. 191
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    insiderintelligence.com
  52. 192
    emarketer.com
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  53. 193
    ads.tiktok.com
    ads.tiktok.com
  54. 194
    facebook.com
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  55. 196
    klaviyo.com
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