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100 NetSuite SuiteCommerce & Mid-Market B2C Ecommerce Statistics for 2026: Consumer Behavior, Social, Email, Mobile, Personalization & AI

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Last Updated on September 15, 2026

100 NetSuite SuiteCommerce & Mid-Market B2C Ecommerce Statistics for 2026: Consumer Behavior, Social, Email, Mobile, Personalization & AI | eCommerce Manager
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MID-MARKET B2C · 2026 BENCHMARKS

100 NetSuite SuiteCommerce & Mid-Market B2C Ecommerce Statistics for 2026: Consumer Behavior, Social, Email, Mobile, Personalization & AI

The 100 numbers mid-market B2C operators need for 2026 — sourced from eMarketer, McKinsey, Deloitte, Adobe, Elogic Commerce ROI benchmarks, and NetSuite SuiteCommerce customer data.

Updated August 19, 2026
Read 24 min
Sources 40 cited
Stats 100 benchmarks
$41.34T
Combined B2B + B2C commerce, 2026
52%
average ROI for NetSuite customers
60%
reduction in order processing time via B2B portals
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The state of mid-market B2C ecommerce, in 100 numbers

Combined B2B + B2C commerce hits $41.34 trillion in 2026. Digital channels are now 56% of all US B2B revenue, up from 32% in 2020. Mid-market brands sit at the crossover: too big for Shopify's out-of-box tooling, too small for Salesforce/SAP-tier enterprise contracts. NetSuite SuiteCommerce is designed for exactly this reader — commerce running natively off the ERP that already handles financials, inventory, and CRM. Not perfect on the front-end, but the back-office integration story is uniquely defensible.

This report pulls 100 sourced stats across consumer behavior, social, email, mobile, personalization, and AI — with mid-market-specific benchmarks where they exist and B2C-wide data where the pattern still applies. SuiteCommerce customer data, NetSuite ecosystem economics, and ERP-integration ROI research are included where they illustrate what unified mid-market commerce looks like in 2026. Skim the sections that matter, and use the platform calculator or directory to act on what stands out.

CONSUMER BEHAVIOR

How mid-market shoppers actually buy in 2026

NetSuite SuiteCommerce's audience isn't a solopreneur and isn't a Fortune 500 conglomerate — it's a $10M-$500M brand that already runs NetSuite ERP and wants commerce off the same data model. That reader cares about mid-market conversion patterns, retention economics, and the ROI of not stitching disconnected systems together.

  • 01
    Global retail ecommerce reaches $6.88 trillion in 2026, and combined B2B + B2C digital commerce volumes hit $41.34 trillion. [15,2]
  • 02
    The global B2B ecommerce market hit $32.11 trillion in 2025, growing at 14.8% year over year — nearly 5x B2C in aggregate transaction volume. [12]
  • 03
    NetSuite SuiteCommerce powers ~1,639 to 3,923 live stores globally, with the broader NetSuite ecosystem reaching 43,000+ customers across 219 countries. [1,3,6]
  • 04
    SuiteCommerce customers are 53% small (<50 employees), 36% mid-market, 9% large, and 76% under $50M revenue — a distinctly mid-market ERP-first distribution. [4]
  • 05
    Top SuiteCommerce verticals: retail (12%), IT/services (9%), manufacturing (6%), wholesale (6%) — reflecting NetSuite ERP's install-base concentration. [4]
  • 06
    Companies integrating ERP with commerce upgrades outperform those treating them as separate projects on sales performance and buyer retention, per Deloitte 2026. [13]
  • 07
    73% of retail shoppers now use multiple channels in a single purchase journey, and the average touchpoint count reached 28.87 in 2025. [15]
  • 08
    The average cart abandonment rate is 70.22% across all devices — mid-market brands running unified inventory data typically 8 to 12 points below the average. [25]
  • 09
    Over 90% of shoppers abandon a purchase when shipping costs feel too high, the top-ranked reason for mid-market checkout drop-off. [25]
  • 10
    US ecommerce hit $326.7 billion in Q1 2026, up 9.8% year over year, and now accounts for 16.9% of total US retail. [15]
  • 11
    Consumers returned $890 billion in merchandise in the US in 2024, at an average ecommerce return rate of 16.9% — a growing cost of goods problem at mid-market scale. [24]
  • 12
    70% of online shoppers have bought from retailers based outside their own country — mid-market brands running multi-currency in NetSuite convert cross-border traffic at meaningfully higher rates. [15]
  • 13
    Loyalty program members purchase 81% more frequently and spend 76% more per transaction than non-members. [33]
  • 14
    Retailers with unified commerce systems (SuiteCommerce's core positioning) report 27% lower fulfillment costs and 18% fewer abandoned carts than fragmented peers — a decisive argument in the unified commerce debate. [7]
  • 15
    ERP implementation delivers 95% operational improvement rates, per NetSuite customer benchmarks — the compounding case for running commerce on the same platform. [2]
  • 16
    Digital channels accounted for 56% of all US B2B revenue in 2025, up from just 32% in 2020 — a 24-point shift in five years. [2]
  • 17
    Mid-market brands running SuiteCommerce with NetSuite achieve 52% average ROI and 66% operational efficiency improvement, per Oracle case data. [6]
SOCIAL COMMERCE

Where mid-market brands play social

Mid-market brands play social differently from both SMBs and enterprise. Not one-off TikTok organic hits, not $50M brand-awareness buys — it's ROAS-driven paid social plus catalog sync from NetSuite to Meta and TikTok. The brands doing it well treat social as a sales channel with unified inventory, not a discovery experiment.

  • 01
    US social commerce crosses $100 billion in 2026 for the first time, an 18% year-over-year jump per eMarketer. [27]
  • 02
    The global social commerce market hits $2.11 trillion in 2026, growing at 26% CAGR through 2031. [28]
  • 03
    Social commerce is now 22.4% of all global ecommerce transactions, up from 17% in 2025. [27]
  • 04
    TikTok Shop converts at 4.7%, roughly 2.6x Facebook Shops (1.8%) and more than double Instagram Shopping (2.1%). [27]
  • 05
    TikTok Shop generated $15.82 billion in US sales in 2025, up 108% year over year, with mid-market brands capturing roughly 28% of that GMV. [27]
  • 06
    Global social media ad spend reached $334.5 billion in 2026, a 20.9% year-over-year jump per WARC. [28]
  • 07
    Shoppable ad formats now account for 41% of total social ad budgets globally, up from 29% in 2025. [28]
  • 08
    Instagram generated an estimated $37.2 billion in social commerce sales globally in 2025. [28]
  • 09
    51.2% of consumers who shop on social made their most recent purchase on Facebook Marketplace — still the reach leader for mid-market brand storefronts. [27]
  • 10
    Live shopping converts at 9% to 30%, versus 2% to 3% for standard ecommerce. [29]
  • 11
    Global livestream sales projected past $1 trillion in 2026, up from $682.5 billion in 2023. [29]
  • 12
    The US livestream shopping market is forecast at $68 billion in 2026, roughly 5% of total US digital commerce. [29]
  • 13
    53% of Gen Z consumers have completed a purchase directly through social media, and 70% of Instagram users browse or shop on the platform. [29]
  • 14
    Influencer marketing is a $32.55 billion market growing 25% YoY, with mid-market brands earning $5.78 for every $1 spent. [28]
  • 15
    Product pages with at least one review convert 354% higher than pages without, and photo reviews outperform text-only 2.6x. [29]
  • 16
    66% of B2B buyers expect full personalization, and 87% will pay more for superior digital experience — directly applicable to mid-market B2B/B2C hybrid brands. [1]
  • 17
    Chinese social commerce conversion rates now average 34.7%, and Douyin livestreams generated $85.3 billion GMV in H1 2026 alone. [28]

Weighing SuiteCommerce vs Shopify Plus?

Compare NetSuite SuiteCommerce against Shopify Plus, BigCommerce, and Adobe Commerce on TCO, ERP fit, and back-office integration — the mid-market decision that always comes down to data unification.

Run the calculator
EMAIL MARKETING

Mid-market email — unified customer data pays off

The email advantage for SuiteCommerce brands is real customer data — order history, LTV, product affinity — sitting in the same system as the store. Not a Shopify → Klaviyo webhook that misses half the fields. That data cleanliness is why brands running commerce on their ERP consistently outperform stitched stacks by 15% to 35% on email revenue.

  • 01
    Ecommerce email marketing delivers $45 for every $1 spent in retail and consumer goods, rising to $72 for programs with unified customer data. [18,20]
  • 02
    Global campaign open rates averaged 30.7% in 2025, up from 26.6% in 2024 — five consecutive years of increase. [18]
  • 03
    Automated emails are 2% of sends and 30% of revenue, earning 16x more per send than scheduled campaigns. [18]
  • 04
    Welcome emails hit 83.6% open rates, the highest of any automated email type in ecommerce. [18]
  • 05
    Abandoned cart emails achieve the highest CTR of any automation at 23.33%, and convert at 3.33% on average (7.69% for top performers). [18]
  • 06
    Segmented campaigns generate 760% more revenue than non-segmented sends — the payoff for mid-market CDP/ERP integration. [19]
  • 07
    Personalized email subject lines lift open rates by 26%, and AI-generated subject lines outperform human-written ones by roughly the same margin. [18]
  • 08
    59% of marketers name email their #1 revenue channel, ahead of social (14%) and paid search (12%). [21]
  • 09
    Ecommerce brands using email marketing generate 17% more revenue than those that don't, per Klaviyo. [19]
  • 10
    44.14% of email clicks happen within 60 minutes of send — send-time optimization matters more than list size. [18]
  • 11
    64% of email opens now happen on mobile, and non-mobile-optimized emails get deleted within seconds. [21]
  • 12
    Automated welcome emails have an average conversion rate of nearly 3%, the highest of any triggered flow. [18]
  • 13
    Nearly 50% of consumers report making a direct purchase from an email in the past year, per Litmus. [20]
  • 14
    The global email marketing market grows from $11.5 billion in 2025 to $17.9 billion by 2028, a 15.8% CAGR. [18]
  • 15
    Mid-market B2B email programs average 22% open rates and 3.2% CTR — lower than B2C but higher revenue per send due to order size. [10]
  • 16
    A well-run mid-market email program should drive 25% to 40% of total store revenue. Anything less signals a data disconnect between commerce and ERP. [19]
  • 17
    Brands running commerce + ERP + CRM on unified data (SuiteCommerce's structural advantage) report 30% higher email-attributed revenue than stitched stacks. [6]
MOBILE COMMERCE

Mid-market mobile — where the ROI case gets tested

Mid-market mobile is where NetSuite SuiteCommerce's biggest legacy criticism lives — the platform's front-end has been catching up to the native-mobile experience Shopify Plus and BigCommerce shipped years ago. The 2024-2026 Suite Themes releases closed a lot of that gap, but mobile performance is still where mid-market brands need to focus first.

  • 01
    Global mobile commerce hits $2.74 trillion in 2026, growing at 9.5% CAGR through 2034. [22,23]
  • 02
    Mobile drives 60% of all ecommerce sales worldwide and 78% of retail website traffic. [22]
  • 03
    73% of US consumers use smartphones for shopping, and 32% do so weekly or more often. [24]
  • 04
    The average mobile ecommerce conversion rate reached 2.8% in 2026, finally matching desktop after years at 1.8%. [24]
  • 05
    Shopping apps convert at 3.5%, roughly 75% higher than mobile web at 2%. Time in app is 18x higher than mobile web. [23]
  • 06
    Mobile cart abandonment sits at 80% to 84%, compared to 66.4% on desktop. [24,25]
  • 07
    88% of consumers use mobile shopping apps, and 52% use them at least weekly. [24]
  • 08
    Average mobile order value is $112.29 versus $155 on desktop — a $43 gap that scales to seven figures for mid-market brands. [24]
  • 09
    Reducing mobile page load time by 1 second lifts conversion by 5.6%, per Google's Core Web Vitals data — the fastest fix most mid-market brands never make. [22]
  • 10
    Mobile apps account for 54% of mobile commerce transactions, and time-in-app is 18x higher than mobile web. [23]
  • 11
    Global mobile wallets are projected to process $16 trillion+ in transactions in 2026, with 5+ billion active users. [24]
  • 12
    B2B mobile commerce is projected at $2.5 trillion by 2025, accounting for 68% of B2B retail orders — a use case SuiteCommerce's B2B portal is designed for. [12]
  • 13
    75% of B2B executives now consider digital commerce permanent, not temporary — the mid-market has effectively finished the shift. [11]
  • 14
    AR shopping experiences drive up to 94% higher conversion by letting shoppers visualize products in their own space. [24]
  • 15
    Global mobile commerce revenue is forecast to hit $3.35 trillion by 2028. [22]
  • 16
    70% of purchases in 2024 occurred via mobile apps, not mobile web — mid-market brands increasingly ship progressive web apps to close the gap. [23]
  • 17
    The Asia-Pacific region generates 69.23% of global B2B ecommerce revenue, led by China ($2.1T export engine), with mid-market cross-border a real growth opportunity. [12]

The mid-market SuiteCommerce front-end gap is fixable.

Browse vetted NetSuite implementation, CRO, and mobile-optimization partners in the ECM directory — the fastest path to closing the storefront gap without leaving the NetSuite data model.

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PERSONALIZATION

Mid-market personalization — data unification is the moat

Mid-market personalization revenue lift lands where enterprise does — 20% to 40% for brands with unified data — because mid-market ERP-integrated stacks like NetSuite give the same data cleanliness advantage without enterprise complexity. The bottleneck for most SuiteCommerce brands isn't the tech, it's actually configuring the segments and flows.

  • 01
    Well-implemented personalization drives revenue increases of 10% to 30%, with mid-market brands on unified data at the upper end. [26]
  • 02
    71% of consumers expect personalized interactions, and 76% get frustrated when brands don't deliver. [26]
  • 03
    Personalized product recommendations account for 26% to 31% of ecommerce revenue for stores that implement them. [31,32]
  • 04
    Amazon attributes 35% of total revenue to its recommendation engine — the benchmark most personalization vendors reference. [32]
  • 05
    Shoppers who click a recommendation are 4.5x more likely to add to cart and spend 5x more than average shoppers. [32]
  • 06
    80% of consumers are more likely to purchase from brands offering personalized experiences, per Epsilon. [33]
  • 07
    45% of ecommerce stores use some form of personalization in 2026, up from 28% in 2023. [35]
  • 08
    Personalization delivers 5x to 8x ROI, with mid-market stores seeing 15% to 30% higher conversion and 10% to 20% higher AOV. [26]
  • 09
    Fast-growing companies generate 40% more revenue from personalization than slower-growing competitors, per McKinsey. [26]
  • 10
    Personalized CTAs convert 202% better than generic ones across cross-industry testing. [35]
  • 11
    89% of marketers report positive ROI from personalization, and 87% plan to increase spending in 2026. [35]
  • 12
    Personalized email hero images lift CTR by 41%, and personalized creative on paid social lifts CTR by 22% to 40%. [35]
  • 13
    Brands with advanced personalization grow 2x faster than brands with limited or no personalization, per BCG. [34]
  • 14
    Real-time personalization delivers 20% higher conversion than batch processing, and 40% revenue lift at the excellence tier. [35]
  • 15
    Personalized email flows can generate up to 18x the revenue per recipient of generic campaigns, per McKinsey. [26]
  • 16
    Mid-market brands with commerce + ERP + CRM on the same data model — SuiteCommerce's structural advantage — see personalization revenue lift 30% to 40% higher than fragmented stacks. [26,7]
AI IN B2C

Where AI actually moves numbers at mid-market scale

89% of retailers have adopted AI. 7% have scaled it. Mid-market brands are in the pragmatic middle — big enough to invest, small enough to move fast. NetSuite ships embedded AI across 100+ agents in the broader Oracle stack, which meaningfully lowers the deployment barrier for SuiteCommerce brands versus building AI on a standalone commerce stack.

  • 01
    Generative AI and AI agents drove $262 billion in global retail revenue during the 2025 holiday season, roughly 20% of total sales. [16]
  • 02
    Traffic from AI sources to US retail sites grew 393% YoY in Q1 2026, and 4,700% during the 2025 holiday window. [17]
  • 03
    AI-referred traffic converts 31% to 42% higher than non-AI traffic, and those shoppers spend 45% more time on retailer sites. [17]
  • 04
    89% of retailers have adopted AI, but only 7% have fully scaled it, per McKinsey's 2026 maturity data. [26]
  • 05
    59% of Americans use generative AI tools for shopping, and 56% used it during the 2025 holiday season — up from 11% in 2024. [30]
  • 06
    94% of B2B buyers now use GenAI for self-guided research, per Forrester's 2026 Buyers' Journey Survey. [40]
  • 07
    The global generative AI in ecommerce market hit $1.11 billion in 2026, forecast at $3.95 billion by 2035. [30]
  • 08
    Organizations earn $1.41 for every $1 spent on AI, but most need 2 to 4 years to reach satisfactory ROI, per Elogic Commerce's 2026 analysis. [14]
  • 09
    The broader AI in retail market sits at $18.64 billion in 2026, with marketing automation the top use case at 48.9% of companies. [38]
  • 10
    69% of retailers with AI implementations report measurable revenue increases directly attributable to their AI investments. [38]
  • 11
    AI chatbots cut cart abandonment by 20% to 30% and drive 36% more repeat purchases through post-sale engagement. [38]
  • 12
    The global chatbot market reaches $11.80 billion in 2026, growing to $27.30 billion by 2030 at 23.3% CAGR. [30]
  • 13
    Only 14% of consumers trust AI for autonomous purchasing, even as 73% use AI somewhere in their journey. [36]
  • 14
    Roughly 33% of online retailers will use advanced AI agents by 2028, up from under 1% today, potentially influencing $385 billion in US ecommerce by 2030. [37]
  • 15
    NetSuite ships embedded AI across 100+ agents in the broader Oracle stack, lowering the deployment barrier versus standalone commerce stacks. [6]
  • 16
    75% of consumers prefer AI chatbots over human agents for straightforward questions, provided the AI stays accurate and on-brand. [38]
Key Takeaways

Six patterns mid-market commerce leaders should internalize

The mid-market SuiteCommerce case rests on one word: unified. When commerce, ERP, CRM, and financials share the same data model, personalization revenue lift, email attribution, and inventory accuracy all compound in the same direction. Fragmented stacks fight the data problem forever.

SuiteCommerce is not the front-end story. Shopify Plus and BigCommerce ship materially better out-of-box mobile and merchandising. The reason mid-market brands pick SuiteCommerce anyway is back-office — real-time inventory, financials, and B2B pricing rules running native to the same database as the storefront.

The mid-market ROI math is straightforward. NetSuite customers report 52% average ROI and 66% operational efficiency improvement. SuiteCommerce B2B portals cut order processing time up to 60%. Elogic Commerce benchmarks B2B ecommerce three-year returns at 211% to 391%. Compare that math against your current stack in the ECM platform calculator.

AI at mid-market is where NetSuite's ecosystem advantage compounds. 100+ embedded AI agents across the Oracle stack means SuiteCommerce brands get AI-attached features for free rather than integrating standalone tools. That said, expect 2 to 4 years to reach satisfactory ROI — patience is the operator skill.

B2B and B2C convergence is real at mid-market. 66% of B2B buyers expect full personalization, 87% will pay more for a better digital experience, and 94% use GenAI for research. Mid-market brands running one commerce platform for both B2C and B2B compound this advantage.

The mobile gap is closing but still exists. Mid-market brands running Suite Themes now hit competitive mobile performance, but every SuiteCommerce implementation should benchmark mobile page load and conversion against a Shopify Plus peer before congratulating itself. That comparison is the fastest signal of whether the front-end investment is enough.

FAQ

Frequently asked questions

What is NetSuite SuiteCommerce and who is it for?

NetSuite SuiteCommerce is Oracle's cloud commerce platform, part of the broader NetSuite ERP suite. It comes in two flavors: SuiteCommerce Standard (SC) for simpler storefronts and SuiteCommerce Advanced (SCA) for customized experiences. Roughly 1,600 to 3,900 stores run on it globally, with 53% of customers under 50 employees and 76% under $50M revenue. Top verticals are retail (12%), IT/services (9%), manufacturing (6%), and wholesale (6%). The core value proposition is running commerce, inventory, financials, and CRM off the same data model — best-fit for brands that already run NetSuite ERP or plan to.

How does SuiteCommerce compare to Shopify Plus, BigCommerce, and Adobe Commerce?

Shopify Plus and BigCommerce ship better out-of-box mobile and merchandising, and are cheaper to implement. Adobe Commerce has deeper B2B capabilities and better catalog flexibility. SuiteCommerce's unique advantage is native NetSuite ERP integration — real-time inventory, financials, and multi-entity data without middleware. Third-party benchmarks show SuiteCommerce loses head-to-head on front-end capability but wins where back-office unification matters more than storefront design flexibility.

What conversion rate should a mid-market B2C brand target in 2026?

Global ecommerce averages 2.5% to 3%, but mid-market brands with mature CRO programs consistently hit 3.5% to 5%. Mobile web averages 2%, mobile apps 3.5%, desktop 2.8%. Category matters more than platform: beauty at 5.37%, food & beverage at 5.03%, fashion at 2.81%, luxury at 0.71%. Top-quartile mid-market B2C brands typically sit 40% to 60% above their category median, driven by personalization, checkout optimization, and unified customer data.

What's the ROI of running commerce and ERP on unified data?

Deloitte's 2026 manufacturing research found that companies integrating ERP with commerce upgrades outperformed those treating them as separate projects on both sales performance and buyer retention. NetSuite customer benchmarks report 52% average ROI, 66% operational efficiency improvement, and 95% report operational improvements after implementation. SuiteCommerce B2B portals specifically cut order processing time by up to 60%. Elogic Commerce documents 211% to 391% three-year returns on B2B ecommerce with 6 to 8 month payback.

Should a $10M-$50M brand pick SuiteCommerce over Shopify Plus?

Depends on what's already in place. If the brand already runs NetSuite ERP or has complex B2B pricing, multi-entity financials, or wholesale operations that need real-time inventory sync, SuiteCommerce wins on total cost of change over 3 to 5 years. If the brand is a straightforward B2C DTC with simple financials, Shopify Plus offers materially lower TCO and a better front-end experience. The decision is always about back-office complexity, not storefront features — Shopify wins on front-end, SuiteCommerce wins on integrated financial operations.

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References

  1. 01 Anchor Group — 22 SuiteCommerce B2B Portal Growth Stats 2026 — anchorgroup.tech
  2. 02 Versich — 22 Vital SuiteCommerce B2B Stats 2026 — versich.com
  3. 03 Landbase — Companies Using NetSuite SuiteCommerce 2026 — landbase.com
  4. 04 Enlyft — NetSuite SuiteCommerce Customer Analysis — enlyft.com
  5. 05 6sense — NetSuite SuiteCommerce Market Share — 6sense.com
  6. 06 ERP Peers — NetSuite ERP Statistics 2026 — erppeers.com
  7. 07 Elogic Commerce — Enterprise Platform Market Share 2026 — elogic.co
  8. 08 Elogic Commerce — B2B Ecommerce ROI Report 2026 — elogic.co
  9. 09 Elogic Commerce — B2B Ecommerce Conversion Benchmarks 2026 — elogic.co
  10. 10 Elogic Commerce — State of B2B Ecommerce 2026 — elogic.co
  11. 11 Uncap — B2B Ecommerce Statistics 2026 — uncap.com
  12. 12 Mordor Intelligence — Global B2B Ecommerce Market — mordorintelligence.com
  13. 13 Deloitte — 2026 Manufacturing Digital Commerce Research — deloitte.com
  14. 14 Elogic Commerce — AI in Ecommerce Statistics 2026 — elogic.co
  15. 15 eMarketer 2026 Worldwide Retail Ecommerce Forecast — emarketer.com
  16. 16 Adobe Analytics — 2025 Holiday Shopping Report — adobe.com
  17. 17 Adobe Digital Insights — AI Referral Traffic Q1 2026 — adobe.com
  18. 18 Omnisend — 2026 Ecommerce Marketing Statistics — omnisend.com
  19. 19 Klaviyo 2026 Ecommerce Benchmark Report — klaviyo.com
  20. 20 Litmus State of Email 2026 — litmus.com
  21. 21 HubSpot State of Marketing 2026 — hubspot.com
  22. 22 Statista — Global Retail Mobile Commerce Sales — statista.com
  23. 23 Fortune Business Insights — Mobile Commerce Market — fortunebusinessinsights.com
  24. 24 Capital One Shopping — Mobile Ecommerce Research — capitaloneshopping.com
  25. 25 Baymard Institute — Cart Abandonment Research — baymard.com
  26. 26 McKinsey — Next in Personalization — mckinsey.com
  27. 27 eMarketer US Social Commerce Forecast 2026 — emarketer.com
  28. 28 Mordor Intelligence — Social Commerce Market — mordorintelligence.com
  29. 29 Amra & Elma — Social Commerce Statistics 2026 — amraandelma.com
  30. 30 Precedence Research — Generative AI in E-commerce Market — precedenceresearch.com
  31. 31 Salesforce Shopping Index Q4 2025 — salesforce.com
  32. 32 Barilliance — Product Recommendation Statistics — barilliance.com
  33. 33 Epsilon — Power of Me Personalization Study — epsilon.com
  34. 34 BCG — Profiting from Personalization — bcg.com
  35. 35 Twilio Segment State of Personalization 2026 — segment.com
  36. 36 Riskified — AI Trust in Commerce 2026 — riskified.com
  37. 37 Morgan Stanley — Agentic Commerce 2030 Outlook — morganstanley.com
  38. 38 NVIDIA — State of AI in Retail and CPG 2026 — nvidia.com
  39. 39 Oracle NetSuite — SuiteCommerce Product Documentation — netsuite.com
  40. 40 Forrester — 2026 B2B Buyers' Journey Survey — forrester.com

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