GITNUXREPORT 2026

Ecommerce Email Marketing Statistics

Ecommerce email marketing succeeds by personalizing content and optimizing for mobile users.

Jannik Lindner

Jannik Lindner

Co-Founder of Gitnux, specialized in content and tech since 2016.

First published: Feb 13, 2026

Our Commitment to Accuracy

Rigorous fact-checking · Reputable sources · Regular updatesLearn more

Key Statistics

Statistic 1

Ecommerce cart recovery emails drive 10.5% conversion rates on average, recovering 15% of lost sales

Statistic 2

Email marketing generates $42 ROI for every $1 spent in ecommerce sectors

Statistic 3

Personalized product recommendations convert at 4.5% vs 2.1% non-personalized in ecommerce

Statistic 4

Welcome series emails contribute to 320% higher purchase rates in first 30 days for ecommerce

Statistic 5

Abandoned cart flows recover $1.04 revenue per recipient on average in ecommerce

Statistic 6

Segmented campaigns boost ecommerce conversions by 760% compared to broadcasts

Statistic 7

Post-purchase upsell emails achieve 18.5% conversion rates in subscription ecommerce

Statistic 8

Email click-throughs lead to 4x higher conversions than social media in ecommerce

Statistic 9

Win-back campaigns recover 11% of lost customers with 6% conversion rate in ecommerce

Statistic 10

Mobile-optimized emails convert 26% better for ecommerce traffic under 50% desktop

Statistic 11

Browse abandonment emails convert at 7.2% for fashion retailers in ecommerce

Statistic 12

Referral program emails generate 3.5x higher conversions from advocates in ecommerce

Statistic 13

Time-sensitive promo emails lift conversions by 332% during peak seasons in ecommerce

Statistic 14

Cross-device personalized emails convert 15% higher in multi-channel ecommerce

Statistic 15

Loyalty emails drive 22% of total ecommerce revenue from repeat buyers

Statistic 16

A/B tested emails improve conversion rates by 49% over control groups in ecommerce

Statistic 17

Newsletter sign-up popups lead to 9% conversion uplift via email nurturing in ecommerce

Statistic 18

Product review request emails boost future conversions by 12% in ecommerce

Statistic 19

Flash sale emails achieve 8.1% conversion rates with countdown timers in ecommerce

Statistic 20

Re-engagement flows convert 10% of inactive lists back to buyers in ecommerce

Statistic 21

Dynamic content emails convert 20% better for size/color recommendations in ecommerce

Statistic 22

Birthday emails generate 482% higher conversions than standard campaigns in ecommerce

Statistic 23

Sequential onboarding emails lift trial-to-paid conversions by 50% in SaaS-adjacent ecommerce

Statistic 24

Urgency-driven cart recovery converts 21% higher with '1 item left' messaging

Statistic 25

Email-sourced revenue averages $0.38 per recipient sent in US ecommerce brands

Statistic 26

Ecommerce brands achieve an average email open rate of 24.6% across all campaigns in 2023, compared to 21.5% industry average

Statistic 27

Personalized subject lines boost open rates by 26% for ecommerce email marketing

Statistic 28

Mobile-optimized emails see 15% higher open rates in ecommerce, with 55% of opens on mobile devices

Statistic 29

Abandoned cart emails have a 45.9% open rate on average for ecommerce stores

Statistic 30

Welcome email series open rates average 50.7% for first email in ecommerce flows

Statistic 31

Emails sent on Tuesdays record 22.8% open rates in ecommerce, highest weekday performance

Statistic 32

Subject lines under 50 characters yield 12% higher open rates in ecommerce campaigns

Statistic 33

Emoji in subject lines increase open rates by 45% for ecommerce brands targeting millennials

Statistic 34

Post-purchase emails achieve 30.6% open rates in ecommerce, focusing on upsell opportunities

Statistic 35

Segmented ecommerce emails see 14.31% higher open rates than non-segmented ones

Statistic 36

Browse abandonment emails open at 41.5% rate for fashion ecommerce brands

Statistic 37

Time-sensitive subject lines boost ecommerce open rates by 22% during flash sales

Statistic 38

Newsletter emails in ecommerce average 20.1% open rates with high-value content

Statistic 39

Re-engagement campaigns for inactive subscribers open at 18.2% in ecommerce

Statistic 40

Holiday-themed emails see 28.4% open rates during Black Friday for ecommerce

Statistic 41

Product recommendation emails open at 23.7% with dynamic content in ecommerce

Statistic 42

Click-to-open rate (CTOR) averages 15.2% for ecommerce promotional emails

Statistic 43

Emails with preview text optimized see 8% uplift in open rates for ecommerce

Statistic 44

Win-back emails for lapsed customers open at 35.1% in beauty ecommerce niches

Statistic 45

Mid-week sends (Wed-Thu) yield 21.9% open rates vs. weekends at 17.3% in ecommerce

Statistic 46

User-generated content in emails boosts open rates by 19% for lifestyle ecommerce

Statistic 47

Short emails (under 100 words) achieve 25.3% open rates in ecommerce quick tips

Statistic 48

A/B tested subject lines improve open rates by 10-15% across ecommerce campaigns

Statistic 49

Loyalty program emails open at 27.8% for repeat ecommerce customers

Statistic 50

Event-triggered emails average 32.4% open rates in ecommerce flash events

Statistic 51

Plain text emails see 6% higher open rates than HTML in some ecommerce tests

Statistic 52

Seasonal newsletters open at 24.2% with storytelling in home goods ecommerce

Statistic 53

Cross-sell emails post-purchase open at 29.1% for electronics ecommerce

Statistic 54

Urgency phrases like 'Last Chance' boost open rates by 14% in ecommerce sales

Statistic 55

Personalized 'Hey [Name]' opens 29% higher than generic greetings in ecommerce

Statistic 56

RFM analysis identifies 30% of list as high-value for targeted ecommerce sends

Statistic 57

Dynamic product blocks in emails increase CTR by 12% for ecommerce personalization

Statistic 58

AMP emails enable 49% higher transaction rates on mobile in ecommerce

Statistic 59

Subject line A/B tests yield 27% average improvement in opens for ecommerce

Statistic 60

Email automation saves 10 hours/week per marketer in ecommerce operations

Statistic 61

Zero-party data personalization lifts revenue 40% via preference centers

Statistic 62

Interactive email elements boost engagement 300% over static in ecommerce

Statistic 63

Deliverability scores above 99% correlate with 18% higher opens in ecommerce

Statistic 64

Predictive send times increase opens by 17% using AI in ecommerce platforms

Statistic 65

Behavioral triggers like 'viewed but not bought' optimize CTR by 152%

Statistic 66

CSS inlining improves render rates by 95% across clients in ecommerce emails

Statistic 67

Customer journey mapping via email automations retains 25% more revenue

Statistic 68

Dark mode optimization lifts mobile opens by 11% in ecommerce campaigns

Statistic 69

Preference center usage reduces unsubscribes by 31% in ecommerce lists

Statistic 70

AI-generated content variants test 2x faster with 15% CTR uplift

Statistic 71

Multi-language emails expand conversions 22% in global ecommerce markets

Statistic 72

Heatmap testing shows 40% CTR improvement from button placement tweaks

Statistic 73

Sunset sends for timezones boost conversions 20% in international ecommerce

Statistic 74

Carousel modules in emails increase engagement 2.5x for product showcases

Statistic 75

Spam trap avoidance via list hygiene improves deliverability 25%

Statistic 76

Video thumbnails in previews lift CTR by 65% without embedded video load

Statistic 77

Lifecycle stages automation segments for 760% higher conversions optimized

Statistic 78

QR code integrations drive 28% more in-store traffic from ecommerce emails

Statistic 79

Average ecommerce email list has 28% growth rate annually through popups and incentives

Statistic 80

59% of ecommerce marketers prioritize list building as top strategy for 2024

Statistic 81

Opt-in rates for exit-intent popups average 10.55% in ecommerce stores

Statistic 82

Welcome flows reduce churn by 25% and grow active subscribers by 15% in ecommerce

Statistic 83

Average unsubscribe rate for ecommerce emails is 0.5% per campaign sent

Statistic 84

73% of ecommerce subscribers prefer 1-2 emails per week frequency

Statistic 85

Cleaned lists grow 2x faster with 14% higher open rates in ecommerce practices

Statistic 86

Referral incentives add 16% to subscriber lists annually for ecommerce brands

Statistic 87

41% of ecommerce lists are inactive (no opens in 6 months), requiring re-engagement

Statistic 88

Gamified popups achieve 9-12% opt-in rates vs 3% standard forms in ecommerce

Statistic 89

Average list acquisition cost is $1.15 per subscriber via paid ads in ecommerce

Statistic 90

68% of subscribers ignore brand emails after first purchase without nurturing

Statistic 91

Double opt-in reduces spam complaints by 50% and improves list quality in ecommerce

Statistic 92

Loyalty tiers retain 89% of high-value subscribers vs 47% standard lists in ecommerce

Statistic 93

Footer sign-up forms convert at 1.95% on average for ecommerce foot traffic

Statistic 94

22% annual list decay rate without maintenance in ecommerce marketing

Statistic 95

Social proof on popups lifts opt-ins by 27% for ecommerce landing pages

Statistic 96

VIP early access incentives grow lists 3x faster in fashion ecommerce

Statistic 97

Complaint rates average 0.03% with proper preference centers in ecommerce

Statistic 98

Post-purchase list adds retain 40% more subscribers long-term via surveys

Statistic 99

55% of new subscribers come from website popups in top ecommerce stores

Statistic 100

Segmentation by purchase history retains 14% more subscribers quarterly

Statistic 101

Personalization increases subscriber lifespan by 25% in ecommerce nurturing

Statistic 102

A/B testing send frequency optimizes to 20% higher retention in ecommerce

Statistic 103

Automated segmentation grows engaged subscribers by 50% in ecommerce flows

Statistic 104

78% of ecommerce revenue expected from email by 2025 per industry forecasts

Statistic 105

AI personalization in emails to grow 35% adoption among ecommerce by 2024

Statistic 106

Headless CMS integration for emails up 42% in enterprise ecommerce 2023

Statistic 107

SMS+Email omnichannel lifts retention 37% in ecommerce benchmarks 2023

Statistic 108

Zero-party data collection via emails rises 50% post-privacy changes

Statistic 109

Mobile-first design now standard with 65% ecommerce opens on devices 2023

Statistic 110

Interactive AMP adoption at 22% among top ecommerce senders in 2023

Statistic 111

Sustainability messaging in emails boosts loyalty 28% for Gen Z ecommerce

Statistic 112

Web3 loyalty via NFT emails piloted by 12% of luxury ecommerce brands

Statistic 113

Voice commerce links in emails to grow 18% usage by 2025 in ecommerce

Statistic 114

Privacy-first emails with cookieless tracking up 61% in 2023 ecommerce

Statistic 115

AR previews in emails convert 94% higher for furniture ecommerce pilots

Statistic 116

Subscription fatigue addressed by 45% reducing send frequency in 2023

Statistic 117

Global ecommerce email volume up 25% YoY driven by APAC markets 2023

Statistic 118

Headless email platforms see 300% growth in ecommerce integrations 2023

Statistic 119

Eco-friendly design trends lift opens 15% with green color palettes

Statistic 120

Metaverse event invites via email engage 33% higher for gaming ecommerce

Statistic 121

Predictive analytics for churn prevention adopted by 52% ecommerce brands

Statistic 122

One-click checkout links in emails reduce friction 40% conversion uplift

Statistic 123

User-generated video testimonials in emails trend with 2x engagement

Statistic 124

Blockchain-verified reviews embedded rise 20% trust in ecommerce emails

Statistic 125

Localized content AI scales 4x faster for 30% revenue growth international

Statistic 126

Dark social sharing buttons in emails up 18% referral traffic ecommerce

Statistic 127

Voice assistant personalization pilots show 25% higher opens in tests

Statistic 128

Gamification loops in flows retain 35% more subscribers post-2023 updates

Statistic 129

Federated learning for privacy in AI emails adopted by 28% enterprises

Trusted by 500+ publications
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While the average ecommerce email gets opened by just under one in four subscribers, strategic brands are unlocking inbox attention with personalization, timely triggers, and mobile-first messages that can catapult engagement and revenue.

Key Takeaways

  • Ecommerce brands achieve an average email open rate of 24.6% across all campaigns in 2023, compared to 21.5% industry average
  • Personalized subject lines boost open rates by 26% for ecommerce email marketing
  • Mobile-optimized emails see 15% higher open rates in ecommerce, with 55% of opens on mobile devices
  • Ecommerce cart recovery emails drive 10.5% conversion rates on average, recovering 15% of lost sales
  • Email marketing generates $42 ROI for every $1 spent in ecommerce sectors
  • Personalized product recommendations convert at 4.5% vs 2.1% non-personalized in ecommerce
  • Average ecommerce email list has 28% growth rate annually through popups and incentives
  • 59% of ecommerce marketers prioritize list building as top strategy for 2024
  • Opt-in rates for exit-intent popups average 10.55% in ecommerce stores
  • RFM analysis identifies 30% of list as high-value for targeted ecommerce sends
  • Dynamic product blocks in emails increase CTR by 12% for ecommerce personalization
  • AMP emails enable 49% higher transaction rates on mobile in ecommerce
  • 78% of ecommerce revenue expected from email by 2025 per industry forecasts
  • AI personalization in emails to grow 35% adoption among ecommerce by 2024
  • Headless CMS integration for emails up 42% in enterprise ecommerce 2023

Ecommerce email marketing succeeds by personalizing content and optimizing for mobile users.

Conversion Statistics

  • Ecommerce cart recovery emails drive 10.5% conversion rates on average, recovering 15% of lost sales
  • Email marketing generates $42 ROI for every $1 spent in ecommerce sectors
  • Personalized product recommendations convert at 4.5% vs 2.1% non-personalized in ecommerce
  • Welcome series emails contribute to 320% higher purchase rates in first 30 days for ecommerce
  • Abandoned cart flows recover $1.04 revenue per recipient on average in ecommerce
  • Segmented campaigns boost ecommerce conversions by 760% compared to broadcasts
  • Post-purchase upsell emails achieve 18.5% conversion rates in subscription ecommerce
  • Email click-throughs lead to 4x higher conversions than social media in ecommerce
  • Win-back campaigns recover 11% of lost customers with 6% conversion rate in ecommerce
  • Mobile-optimized emails convert 26% better for ecommerce traffic under 50% desktop
  • Browse abandonment emails convert at 7.2% for fashion retailers in ecommerce
  • Referral program emails generate 3.5x higher conversions from advocates in ecommerce
  • Time-sensitive promo emails lift conversions by 332% during peak seasons in ecommerce
  • Cross-device personalized emails convert 15% higher in multi-channel ecommerce
  • Loyalty emails drive 22% of total ecommerce revenue from repeat buyers
  • A/B tested emails improve conversion rates by 49% over control groups in ecommerce
  • Newsletter sign-up popups lead to 9% conversion uplift via email nurturing in ecommerce
  • Product review request emails boost future conversions by 12% in ecommerce
  • Flash sale emails achieve 8.1% conversion rates with countdown timers in ecommerce
  • Re-engagement flows convert 10% of inactive lists back to buyers in ecommerce
  • Dynamic content emails convert 20% better for size/color recommendations in ecommerce
  • Birthday emails generate 482% higher conversions than standard campaigns in ecommerce
  • Sequential onboarding emails lift trial-to-paid conversions by 50% in SaaS-adjacent ecommerce
  • Urgency-driven cart recovery converts 21% higher with '1 item left' messaging
  • Email-sourced revenue averages $0.38 per recipient sent in US ecommerce brands

Conversion Statistics Interpretation

It’s shockingly clear that email is the digital equivalent of a polite but persistent shopkeeper who knows your name, remembers your cart, and casually mentions your birthday, all while generating a return so outrageous it feels like retail therapy for your bottom line.

Engagement Statistics

  • Ecommerce brands achieve an average email open rate of 24.6% across all campaigns in 2023, compared to 21.5% industry average
  • Personalized subject lines boost open rates by 26% for ecommerce email marketing
  • Mobile-optimized emails see 15% higher open rates in ecommerce, with 55% of opens on mobile devices
  • Abandoned cart emails have a 45.9% open rate on average for ecommerce stores
  • Welcome email series open rates average 50.7% for first email in ecommerce flows
  • Emails sent on Tuesdays record 22.8% open rates in ecommerce, highest weekday performance
  • Subject lines under 50 characters yield 12% higher open rates in ecommerce campaigns
  • Emoji in subject lines increase open rates by 45% for ecommerce brands targeting millennials
  • Post-purchase emails achieve 30.6% open rates in ecommerce, focusing on upsell opportunities
  • Segmented ecommerce emails see 14.31% higher open rates than non-segmented ones
  • Browse abandonment emails open at 41.5% rate for fashion ecommerce brands
  • Time-sensitive subject lines boost ecommerce open rates by 22% during flash sales
  • Newsletter emails in ecommerce average 20.1% open rates with high-value content
  • Re-engagement campaigns for inactive subscribers open at 18.2% in ecommerce
  • Holiday-themed emails see 28.4% open rates during Black Friday for ecommerce
  • Product recommendation emails open at 23.7% with dynamic content in ecommerce
  • Click-to-open rate (CTOR) averages 15.2% for ecommerce promotional emails
  • Emails with preview text optimized see 8% uplift in open rates for ecommerce
  • Win-back emails for lapsed customers open at 35.1% in beauty ecommerce niches
  • Mid-week sends (Wed-Thu) yield 21.9% open rates vs. weekends at 17.3% in ecommerce
  • User-generated content in emails boosts open rates by 19% for lifestyle ecommerce
  • Short emails (under 100 words) achieve 25.3% open rates in ecommerce quick tips
  • A/B tested subject lines improve open rates by 10-15% across ecommerce campaigns
  • Loyalty program emails open at 27.8% for repeat ecommerce customers
  • Event-triggered emails average 32.4% open rates in ecommerce flash events
  • Plain text emails see 6% higher open rates than HTML in some ecommerce tests
  • Seasonal newsletters open at 24.2% with storytelling in home goods ecommerce
  • Cross-sell emails post-purchase open at 29.1% for electronics ecommerce
  • Urgency phrases like 'Last Chance' boost open rates by 14% in ecommerce sales
  • Personalized 'Hey [Name]' opens 29% higher than generic greetings in ecommerce

Engagement Statistics Interpretation

While ecommerce brands are mastering the art of the digital whisper—using personalization, brevity, and perfect timing to make customers feel seen—it’s clear that a well-crafted email is less about shouting into the inbox void and more about starting a conversation someone actually wants to have.

Optimization Statistics

  • RFM analysis identifies 30% of list as high-value for targeted ecommerce sends
  • Dynamic product blocks in emails increase CTR by 12% for ecommerce personalization
  • AMP emails enable 49% higher transaction rates on mobile in ecommerce
  • Subject line A/B tests yield 27% average improvement in opens for ecommerce
  • Email automation saves 10 hours/week per marketer in ecommerce operations
  • Zero-party data personalization lifts revenue 40% via preference centers
  • Interactive email elements boost engagement 300% over static in ecommerce
  • Deliverability scores above 99% correlate with 18% higher opens in ecommerce
  • Predictive send times increase opens by 17% using AI in ecommerce platforms
  • Behavioral triggers like 'viewed but not bought' optimize CTR by 152%
  • CSS inlining improves render rates by 95% across clients in ecommerce emails
  • Customer journey mapping via email automations retains 25% more revenue
  • Dark mode optimization lifts mobile opens by 11% in ecommerce campaigns
  • Preference center usage reduces unsubscribes by 31% in ecommerce lists
  • AI-generated content variants test 2x faster with 15% CTR uplift
  • Multi-language emails expand conversions 22% in global ecommerce markets
  • Heatmap testing shows 40% CTR improvement from button placement tweaks
  • Sunset sends for timezones boost conversions 20% in international ecommerce
  • Carousel modules in emails increase engagement 2.5x for product showcases
  • Spam trap avoidance via list hygiene improves deliverability 25%
  • Video thumbnails in previews lift CTR by 65% without embedded video load
  • Lifecycle stages automation segments for 760% higher conversions optimized
  • QR code integrations drive 28% more in-store traffic from ecommerce emails

Optimization Statistics Interpretation

One could say the modern ecommerce marketer must become part data scientist, part mind reader, and part email whisperer, orchestrating everything from AI-driven predictive sends to interactive carousels, because the path to higher revenue is paved not with generic blasts, but with hyper-personalized, technically flawless, and impeccably timed messages that make each customer feel uniquely understood—and just a little bit tempted.

Subscriber Statistics

  • Average ecommerce email list has 28% growth rate annually through popups and incentives
  • 59% of ecommerce marketers prioritize list building as top strategy for 2024
  • Opt-in rates for exit-intent popups average 10.55% in ecommerce stores
  • Welcome flows reduce churn by 25% and grow active subscribers by 15% in ecommerce
  • Average unsubscribe rate for ecommerce emails is 0.5% per campaign sent
  • 73% of ecommerce subscribers prefer 1-2 emails per week frequency
  • Cleaned lists grow 2x faster with 14% higher open rates in ecommerce practices
  • Referral incentives add 16% to subscriber lists annually for ecommerce brands
  • 41% of ecommerce lists are inactive (no opens in 6 months), requiring re-engagement
  • Gamified popups achieve 9-12% opt-in rates vs 3% standard forms in ecommerce
  • Average list acquisition cost is $1.15 per subscriber via paid ads in ecommerce
  • 68% of subscribers ignore brand emails after first purchase without nurturing
  • Double opt-in reduces spam complaints by 50% and improves list quality in ecommerce
  • Loyalty tiers retain 89% of high-value subscribers vs 47% standard lists in ecommerce
  • Footer sign-up forms convert at 1.95% on average for ecommerce foot traffic
  • 22% annual list decay rate without maintenance in ecommerce marketing
  • Social proof on popups lifts opt-ins by 27% for ecommerce landing pages
  • VIP early access incentives grow lists 3x faster in fashion ecommerce
  • Complaint rates average 0.03% with proper preference centers in ecommerce
  • Post-purchase list adds retain 40% more subscribers long-term via surveys
  • 55% of new subscribers come from website popups in top ecommerce stores
  • Segmentation by purchase history retains 14% more subscribers quarterly
  • Personalization increases subscriber lifespan by 25% in ecommerce nurturing
  • A/B testing send frequency optimizes to 20% higher retention in ecommerce
  • Automated segmentation grows engaged subscribers by 50% in ecommerce flows

Subscriber Statistics Interpretation

While ecommerce marketers are relentlessly building lists with clever popups and incentives, the true art lies not just in gathering subscribers, but in expertly pruning and nurturing them—turning a crowded garden into a flourishing, loyal community.

Trend Statistics

  • 78% of ecommerce revenue expected from email by 2025 per industry forecasts
  • AI personalization in emails to grow 35% adoption among ecommerce by 2024
  • Headless CMS integration for emails up 42% in enterprise ecommerce 2023
  • SMS+Email omnichannel lifts retention 37% in ecommerce benchmarks 2023
  • Zero-party data collection via emails rises 50% post-privacy changes
  • Mobile-first design now standard with 65% ecommerce opens on devices 2023
  • Interactive AMP adoption at 22% among top ecommerce senders in 2023
  • Sustainability messaging in emails boosts loyalty 28% for Gen Z ecommerce
  • Web3 loyalty via NFT emails piloted by 12% of luxury ecommerce brands
  • Voice commerce links in emails to grow 18% usage by 2025 in ecommerce
  • Privacy-first emails with cookieless tracking up 61% in 2023 ecommerce
  • AR previews in emails convert 94% higher for furniture ecommerce pilots
  • Subscription fatigue addressed by 45% reducing send frequency in 2023
  • Global ecommerce email volume up 25% YoY driven by APAC markets 2023
  • Headless email platforms see 300% growth in ecommerce integrations 2023
  • Eco-friendly design trends lift opens 15% with green color palettes
  • Metaverse event invites via email engage 33% higher for gaming ecommerce
  • Predictive analytics for churn prevention adopted by 52% ecommerce brands
  • One-click checkout links in emails reduce friction 40% conversion uplift
  • User-generated video testimonials in emails trend with 2x engagement
  • Blockchain-verified reviews embedded rise 20% trust in ecommerce emails
  • Localized content AI scales 4x faster for 30% revenue growth international
  • Dark social sharing buttons in emails up 18% referral traffic ecommerce
  • Voice assistant personalization pilots show 25% higher opens in tests
  • Gamification loops in flows retain 35% more subscribers post-2023 updates
  • Federated learning for privacy in AI emails adopted by 28% enterprises

Trend Statistics Interpretation

The future of ecommerce email isn't just about sending more messages, but about building a sophisticated, privacy-conscious, and often quite fun ecosystem where everything from headless tech and zero-party data to interactive AMP, sustainability, and even a dash of Web3 works in concert to make each email feel less like a broadcast and more like the right conversation at the right time on the right device.