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PillarUpdated March 12, 2025

The Complete Guide to Cart Abandonment: Causes, Solutions & Prevention (2025)

Cart abandonment—when shoppers add items but leave without buying—costs e-commerce $260 billion annually. The average rate is 70.19%, but "good" varies by industry (food: 65%, luxury: 85%). Prevention is more valuable than recovery: fix unexpected costs, enable guest checkout, and use cart reservation for limited inventory. Recovery emails capture 5-15% of lost sales.

Attribute Team
E-commerce & Shopify Experts
March 12, 2025
6 min read
Cart Abandonment - pillar article about the complete guide to cart abandonment: causes, solutions & prevention (2025)

Let me save you some time: you're not going to eliminate cart abandonment. Nobody is. The 70% abandonment rate we all cite has barely budged in a decade despite billions spent on "optimization."

But here's what nobody tells you, that's actually okay. A lot of that 70% was never going to buy anyway. They're using your cart as a wishlist, checking if shipping is reasonable, or showing their spouse "what do you think of this?"

The real opportunity? The 20-30% who wanted to buy but something stopped them. That's who this guide is about.

First, Let's Be Honest About the Numbers

70.19% , that's the famous Baymard Institute stat everyone quotes. Roughly 7 of 10 shoppers who add something to cart leave without buying.

But that number masks massive variation:

  • Travel sites: 81.7% , because who books a flight without checking three other sites first?
  • Luxury goods: 79.2% , $3,000 handbags require some thinking
  • Fashion: 73.4% , "Will it fit? What if I hate the color in person?"
  • Electronics: 74.1% , spec comparison is a national sport
  • Grocery: 62.8% , you need dinner, you're buying dinner

The pattern is pretty obvious: expensive things and uncertain things get abandoned more. This isn't a bug in human psychology, it's rational behavior.

Your job isn't to trick people into buying. It's to remove the obstacles for people who already want to.

The Real Reasons People Leave (Not What You Think)

I've watched hundreds of session recordings of abandoned checkouts. The official survey data is useful, but watching real people struggle tells a different story.

The Big Three (Fix These First)

1. Surprise shipping costs (48% of abandoners)

This one's almost embarrassingly simple. Someone sees a $45 product, adds it to cart thinking "I'm spending $45," then gets to checkout and sees $58. They feel deceived, even though you didn't do anything wrong.

One merchant I know added a shipping calculator to product pages. Not fancy, just a zip code field. Checkout abandonment dropped 11% in the first month. She was annoyed she hadn't done it years ago.

2. Forced account creation (24%)

I will never understand why stores still do this. You have someone with their credit card out, ready to pay, and you're demanding they create a password?

Guest checkout isn't a nice-to-have. It's respecting that your customer wants to buy something, not join your club. Create the account after they've paid, using the info they just gave you.

3. Checkout that feels like a tax return (22%)

Every form field is a tiny off-ramp. Every page is another chance to second-guess. I've audited checkouts with 20+ fields. For a t-shirt.

What you actually need: email, shipping address, payment. That's it. Phone number? Optional. Company name? Delete it unless you're B2B. Fax number? (I'm not kidding, I've seen this.) Fire whoever added that.

The Medium Problems

Security concerns (18%) , This isn't about missing a trust badge. It's about your site feeling professional. Consistent design, no spelling errors, clear contact info. If your checkout page looks like it's from 2008, people notice.

Slow shipping (16%) , Amazon ruined everyone's expectations. You probably can't beat them on speed, so be transparent instead. "Arrives Dec 15-18" is better than "5-7 business days" because you did the math for them.

Website broke (13%) , Nothing kills a sale faster than an error message. Test your checkout monthly. On your actual phone. On a slow connection.

Bad return policy (12%) , People are buying something they can't touch or try on. A stingy return policy makes that scary. 30 days minimum. Free returns if you can swing it.

The One That Breaks My Heart

Items sold out during checkout (8%)

Customer finds product. Adds to cart. Enters shipping. Enters payment. Clicks "complete order." Gets "Sorry, this item is no longer available."

They did everything right and got nothing.

For most stores this is rare. But for flash sales, limited drops, or anything with real scarcity? It's devastating. And it doesn't just lose the sale, people remember, and not fondly.

This is why cart reservation exists: hold the item while they're checking out. Timer runs down, they either buy or it goes back to inventory. Simple idea, huge difference for stores with limited stock.

The Elephant in the Room

"Just browsing" (58%)

Over half of cart creators were never going to buy. They're using your cart as a wishlist, comparing prices, or showing their partner.

This isn't abandonment you can fix. It's shopping behavior. The sooner you accept this, the sooner you can focus on the abandonment that actually matters.

What's This Actually Costing You?

Let's do some napkin math. It's scarier than you think.

Say you're running a Shopify store:

  • 100,000 monthly visitors
  • 10% add to cart (that's 10,000 carts)
  • 70% abandon (7,000 walk away)
  • $85 average order value

That's $595,000 in abandoned cart value every month. Obviously not all of that was recoverable, remember our "just browsing" people, but even converting an extra 10% is $59,500.

The founder of a home goods brand told me she ran these numbers for the first time and couldn't sleep that night. "I'd been obsessing over ad spend and ignoring a hole in the bucket."

The Costs You're Not Counting

Beyond lost sales, abandonment quietly drains you in other ways:

Retargeting waste , You're paying to chase people who already made it to your cart. If they abandoned because of a $12 shipping fee, no amount of Facebook ads will fix that.

Inventory confusion , When 7,000 people add items but don't buy, your demand signals get noisy. One jewelry brand I talked to was constantly over-ordering their "most popular" product, turns out it was most popular to abandon.

Customer lifetime damage , First-time shoppers who have a frustrating checkout experience don't come back. And they don't tell you why. They just... don't come back.

How to Actually Fix This

I'm not going to give you a 50-point checklist. Here's what actually moves the needle, in order of impact.

The Big Three (Do These First)

1. Stop surprising people with costs

This is the single highest-impact fix. Put a shipping calculator on product pages. Show estimated tax. If you offer free shipping above $X, make that bar visible everywhere.

A furniture store I know added "Final price: $X (includes shipping to [your zip])" on product pages. Checkout abandonment dropped 18% in week one. The owner said it felt almost too simple.

2. Kill the forced account creation

Guest checkout. Big button. Same prominence as "Sign In."

Create their account after purchase using the email and shipping info they already gave you. Send a "set your password" email. Done.

If you're worried about customer data, consider: would you rather have their account information or their money? Right now you're getting neither.

3. Count your form fields

Go look at your checkout right now. Count the fields. Is it more than 7? Fix it.

Essential: Email, shipping address (can auto-complete), payment

Optional: Phone (make it optional, not required)

Delete: Company name (unless B2B), fax (I've seen it), "How did you hear about us?" (not during checkout!)

Every field you remove is worth measurable conversion improvement. This isn't theory, it's been studied extensively.

The Medium Stuff

Payment options , You need credit cards (obviously), PayPal, and Shop Pay/Apple Pay/Google Pay. The one-tap options matter more on mobile. Consider buy-now-pay-later if your average order is over $100.

Trust signals , Not another "McAfee Secure" badge. I mean your site looking professional, having a real phone number visible, showing how many people have bought. Social proof beats security theater.

Return policy , Make it visible. 30 days minimum. Free returns if you can afford it. Link to the policy from the cart page, not buried in the footer.

For Limited Inventory (The Heartbreak Prevention)

Cart reservation is the fix for "sold out during checkout." Customer adds item, it's held for 10-15 minutes, timer shows them how long they have. Either they buy or it goes back to inventory.

You don't need this for everyday products. But for flash sales, limited editions, or anything that sells out? It's the difference between completing the sale and creating a frustrated ex-customer.

Real-time stock levels help too. "Only 3 left" creates real urgency (not fake urgency) and sets expectations. Just... only show it when it's actually true.

When Prevention Fails: Recovery

You've fixed everything you can fix. People still abandon. Now what?

Recovery is where most brands focus first (it's sexier than "audit your checkout fields"), but it should really be your second line of defense. That said, a good recovery program can bring back 10-15% of abandoners. That's real money.

Email: Still the Best

Abandoned cart emails have the highest ROI of any e-commerce email. We're talking 39-41% open rates, way higher than your newsletter. And about 10% of people who open actually buy.

Here's the sequence that works:

Email 1, One hour after they leave Just a reminder. No discount. Show them what they left. "Did you forget something?" is cliché but it works.

The psychology: most people who abandoned within the last hour just got distracted. Life happened. Give them an easy way back.

Email 2, 24 hours later Now you can add some urgency. "Still thinking it over?" Address objections: mention free returns, show a review, remind them of your support line.

Email 3, 72 hours later Last chance. This is where you can consider a discount, but only for high-value carts, and only if you're not training people to abandon on purpose.

One thing I've learned: multi-email sequences generate 6.5x more revenue than single emails. I know it feels like "too many emails." It's not. People need nudges.

SMS: Use Carefully

98% open rate sounds amazing, and it is. But SMS is intimate territory. Abuse it and you'll get unsubscribed fast.

One or two messages max. Keep them short. Only if they opted in for texts. And for the love of everything, don't send at 2am.

That said, for flash sale recovery or time-sensitive offers, SMS can catch people email misses.

Retargeting Ads: The Background Hum

Those "the shoes you looked at are following you around the internet" ads? They work. But they're expensive and easy to overdo.

Set frequency caps (nobody needs to see your ad 50 times). Exclude people who already bought. And test your creative, a dynamic ad showing their actual cart items outperforms generic "come back!" ads every time.

Measuring What Matters

You need two numbers, and they're not the same:

Cart abandonment rate = people who add to cart but don't buy. This includes the wishlisters, the price-checkers, the "showing my spouse" people. It's a big number and that's okay.

Checkout abandonment rate = people who start checkout but don't finish. These are the people you're really losing. They had intent.

Track both, but obsess over checkout abandonment. That's where the fixable problems live.

Where to Dig

Don't just look at overall numbers. Break it down:

By device , Your mobile rate is probably 10-15% higher than desktop. That's normal, but if it's 30% higher, your mobile checkout is broken.

By traffic source , Paid traffic often abandons more than organic (they're less committed). If your Facebook ads have 85% abandonment and organic is 65%, that's a targeting problem, not a checkout problem.

By checkout step , Where exactly do people leave? If everyone bails at shipping calculation, that's your problem. If they bail at payment, something's wrong with your payment options or trust signals.

By product , Some products naturally have higher abandonment. $50 t-shirts and $5,000 watches are different buying decisions. Know your category benchmarks.

The goal isn't to hit some magic number. It's to find the specific places where you're losing people unnecessarily, then fix those places.

The Mobile Problem

Here's a frustrating reality: 60%+ of your traffic is mobile, but mobile converts at roughly half the rate of desktop.

Some of this is behavioral, people browse on their phones while commuting, then buy later on their laptop. But a lot of it is friction you can fix.

Why Mobile Shoppers Bail

Typing sucks. Entering a shipping address and credit card number on a phone keyboard is annoying. Every typo, every auto-correct mistake, every too-small form field is an opportunity to say "forget it, I'll do this later."

Distractions are constant. Text comes in, notification pops up, train reaches their stop. Mobile shopping happens in fragments.

Small screens hide problems. Error messages get missed. Important info scrolls off. The "Complete Purchase" button is below the fold.

What Actually Helps

Apple Pay / Google Pay / Shop Pay , This is the single biggest mobile conversion lever. One tap. Done. No typing. A brand I know added Shop Pay and saw mobile conversion jump 23% overnight. If you're not offering one-tap payment on mobile, you're leaving money everywhere.

Make buttons big and thumbable. Can someone complete checkout one-handed? While holding a coffee? Test it.

Save the cart. People will start on mobile and finish on desktop. Let them. Sync the cart across devices (email capture helps here) or at least let them email the cart to themselves.

Progress indicators. "Step 2 of 3" tells people they're almost done. Uncertainty about how much longer is a major abandonment trigger.

Black Friday and Flash Sales: Different Rules

Everything I've said so far applies to normal days. Peak events, Black Friday, Cyber Monday, flash sales, product drops, are a different animal.

What Changes

Speed kills. On normal days, someone abandons and you have 72 hours to bring them back. During a flash sale, you might have 15 minutes before their item sells out or the deal expires. Your recovery window shrinks dramatically.

Inventory becomes critical. The "sold out during checkout" problem I mentioned earlier? It goes from rare to constant during peak events. Without cart reservation, you're basically running a lottery where the prize is "gets to actually buy the thing they wanted."

Sites break. I've seen checkout pages load so slowly during BFCM that people gave up. Load test before the event. Have a plan for traffic spikes.

What to Do About It

Before the event:

  • Test your checkout under load (actual load testing, not "hope it works")
  • Turn on cart reservation for limited items
  • Simplify everything, fewer choices, clearer paths

During the event:

  • Watch checkout completion in real time
  • Send recovery messages fast (within 15-30 minutes, not the normal 1-hour delay)
  • Have support ready for the "why can't I buy this" questions

After the event:

  • Back-in-stock notifications for sold-out items
  • "We extended the sale" messaging (if true)
  • Alternative product suggestions for abandoners

One streetwear brand I know runs cart reservation only during drops. Normal days, no timer. Drop day, 10-minute holds. Checkout completion during drops went from 31% to 52%. For a limited drop, that's the difference between selling out to real customers vs. losing sales to refreshers and bots.

Mistakes That Make Things Worse

Some "solutions" to cart abandonment actually create more problems.

Fake Urgency

You know those countdown timers that reset when you refresh the page? Customers know too. "Only 2 left!" on items that have been "only 2 left" for six months destroys trust.

Real urgency works. Fake urgency backfires. If you're lying about scarcity, people will eventually notice, and they'll tell others.

Discount Training

If every abandoned cart email includes a 10% discount code, you're training customers to abandon on purpose. Smart shoppers will add to cart, leave, wait for the discount, then buy.

I've talked to brands who couldn't figure out why their abandonment kept going up. Turns out their "retention strategy" was creating the problem.

Save discounts for last-chance emails, or for segments who actually need the nudge (high-value carts, first-time customers). Don't make it the default.

Recovery Email Bombardment

Three emails over 72 hours is plenty. Five emails over two weeks is annoying. You're not being persistent; you're being pushy.

If they haven't come back after three touchpoints, either they don't want it or they bought elsewhere. Either way, more emails won't help.

Ignoring the Actual Problem

I see this constantly: brand has 80% checkout abandonment at the shipping step, but they're focused on email subject lines.

Figure out where people are leaving and why. Then fix that. The fancy recovery tactics are polish on a system that already works. They can't fix a broken checkout.

The Bottom Line: Prevention First, Recovery Second

Most brands get this backwards. They build elaborate recovery flows while their checkout is still broken. It's like mopping around a leaky pipe instead of fixing the leak.

Prevention means fewer people abandon in the first place:

  • Show all costs upfront
  • Make checkout fast and simple
  • Offer the payment methods people want
  • Hold inventory for serious buyers

Recovery catches what slips through:

  • Abandoned cart emails (the 3-email sequence)
  • SMS for time-sensitive stuff
  • Retargeting to stay visible

Here's some rough math: Say you have 10,000 abandoned carts per month. If prevention fixes reduce abandonment by 10%, that's 1,000 extra sales. If recovery converts 15% of the remaining abandoners, that's another 1,350 sales. Combined? 2,350 additional sales you weren't getting before.

But prevention improvements are permanent. You fix shipping transparency once, it stays fixed. Recovery is ongoing effort, emails to write, ads to manage, money to spend.

Do both, but invest in prevention first. Fix the checkout, then polish the recovery.

Frequently Asked Questions

What is cart abandonment?

Cart abandonment occurs when a shopper adds items to their online shopping cart but leaves without completing the purchase. It's measured as: (1 - Completed Purchases / Carts Created) × 100.

What is a good cart abandonment rate?

A "good" rate depends on industry. Food/beverage: 65-70%. Fashion: 75-80%. Electronics: 78-82%. Luxury: 80-85%. If you're below your industry average, you're doing well.

How much revenue is lost to cart abandonment?

E-commerce loses an estimated $260 billion annually to recoverable cart abandonment (not including "just browsing" shoppers). The average store could recover 15-30% of this with proper prevention and recovery strategies.

Is all cart abandonment bad?

No. About 58% of cart adders are "just browsing"—using carts as wishlists or comparing prices. This isn't lost revenue. Focus on checkout abandoners who showed intent to buy.

What is the difference between cart abandonment and checkout abandonment?

Cart abandonment measures all carts created vs. completed. Checkout abandonment measures only shoppers who started checkout but didn't finish. Checkout abandonment indicates higher intent and is more actionable.

Sources & References

Written by

Attribute Team

E-commerce & Shopify Experts

The Attribute team combines decades of e-commerce experience, having helped scale stores to $20M+ in revenue. We build the Shopify apps we wish we had as merchants.

11+ years Shopify experience$20M+ in merchant revenue scaledFormer Shopify Solutions ExpertsActive Shopify Plus ecosystem partners
The Complete Guide to Cart Abandonment: Causes, Solutions & Prevention (2025) | Attribute Blog