69 Package Theft and Porch Piracy Statistics That Reveal the True Cost of Last-Mile Delivery

Package Theft and Porch Piracy Statistics

Comprehensive data on stolen packages, consumer behavior, and why ecommerce brands need smarter post-purchase solutions

 

Package theft remains one of the most persistent challenges in ecommerce fulfillment. For online retailers, stolen deliveries translate directly into support tickets, refund requests, and frustrated customers contacting CX teams. Sellers remain a major resolution channel after theft, making efficient post-purchase support increasingly important. Brands using agentic post-purchase platforms that can automate delivery claims and shipping protection resolutions are finding ways to turn this challenge into an opportunity for customer retention.

 

Key Takeaways

  • Package theft costs $37 billion annually. The combined economic impact on consumers and retailers makes stolen packages a top priority for ecommerce operations.
  • 64% of victims contact the seller. Capital One Shopping reports that sellers serve as a major resolution channel, making automated capabilities essential.
  • Conviction rates remain negligible at 0.3%. With package theft rarely resulting in conviction, retailers often become the primary customer-resolution channel.
  • Holiday season concentrates risk. 57% of all thefts occurred in November and December when CX teams face peak demand.
  • Apartment residents face 3.5x higher risk. Security.org research shows geographic and housing factors significantly influence theft rates.
  • Prevention technology has limits. Even 22% of theft victims already had doorbell cameras when their packages were stolen.

 

The Rising Tide of Package Theft: Understanding Porch Piracy Statistics

Package theft has become a defining challenge of the ecommerce era. Recent research suggests theft has begun declining after years of growth, but the overall numbers remain substantial. Understanding the scale of this problem helps ecommerce brands prioritize their post-purchase customer experience investments.

 

Annual Package Theft Rates

These figures show the overall scale of package theft across the United States. Even relatively small theft rates translate into substantial losses because consumers receive billions of deliveries each year.

 

1. 104.3 million packages were stolen over a recent 12-month period

SafeWise estimated 104.3 million packages stolen from American households over the 12-month period covered by its 2025 report. The estimate represented a year-over-year decline, though the absolute volume remains enormous for ecommerce operations. For brands managing high order volumes, stolen deliveries can translate into substantial claim volume requiring resolution through customer service teams.

 

2. About 250,000 packages are stolen every day

SafeWise estimates that roughly 250,000 daily package-theft incidents occur across the country. This daily volume can translate into significant customer service demand for retailers. Peak delivery periods can put additional pressure on support infrastructure.

 

3. 0.45% of package shipments were stolen in 2025

Approximately 0.45% of shipments were stolen in 2025. While this percentage appears small, it represents a meaningful operational burden for high-volume retailers shipping millions of packages annually.

 

4. Americans receive 65 shipments yearly on average

The average American adult receives 65 package deliveries annually. Frequent delivery has become a normal part of consumer behavior, creating more opportunities for packages to sit unattended and become vulnerable to theft.

 

5. 41.8 million Americans experienced package theft in a 12-month period

Capital One Shopping estimates that 41.8 million Americans experienced package theft over a recent 12-month period. This prevalence means package theft is not a rare exception but a common consumer experience that can shape expectations and anxiety around online shopping.

 

6. 64 million Americans have had a package stolen at some point

One in four Americans, representing 64 million people, have experienced package theft at some point. For retailers, this translates to a large customer base with firsthand experience of the frustration associated with stolen deliveries.

 

Seasonal Fluctuations in Porch Piracy

Package theft risk is not evenly distributed throughout the year. Holiday shopping periods and major ecommerce events create predictable spikes in delivery volume, consumer concern, and theft exposure.

 

7. 57% of package thefts occur during November and December

Lombardo Homes’ 2025 package-theft survey found that 57% of package thefts occur during November and December. This timing creates peak demand for customer support automation during an already challenging period for ecommerce teams.

 

8. Nearly 70% of 2025 holiday shopping was expected to happen online

Security.org reported that nearly 70% of 2025 holiday shopping was expected to happen online. The forecast points to concentrated holiday delivery volume and greater exposure to package theft.

 

9. Package thefts increase 40% the week after Amazon Prime Day

Theft activity is estimated to increase approximately 40% in the week following Amazon Prime Day. Predictable spikes like these allow retailers to prepare support resources and automated resolution workflows ahead of higher-risk periods.

 

10. Google searches for “porch pirates” rose 49% from November to December

Lombardo Homes’ search analysis found that searches increased 49% between November and December 2023. This search behavior reflects heightened anxiety and active efforts by consumers to find prevention strategies. Retailers can anticipate more tracking inquiries and delivery-status questions during peak-concern periods.

 

11. 66% of consumers expect theft to increase after Black Friday

Two-thirds of consumers expect elevated theft risk after Black Friday and Cyber Monday. This expectation can shape customer service interactions, with shoppers more likely to monitor deliveries and seek reassurance during post-event periods.

 

Who’s Affected? Demographics and Geography of Stolen Packages

Package theft does not affect all consumers equally. Location, housing type, and demographic factors can influence risk levels. Understanding these patterns helps brands tailor shipping protection and customer experience strategies.

 

High-Risk Areas for Package Theft

Where consumers live can significantly affect their exposure to porch piracy. Housing density, shared entrances, population concentration, and regional patterns all contribute to differences in theft risk.

 

12. Apartment residents experience theft 3.5 times as often

Apartment residents were victimized 3.5 times as often as people living in single-family homes during Security.org’s most recent three-month measurement period. Shared entrances and visible package accumulation can increase exposure in multi-unit buildings.

 

13. Urban residents face 35.9% higher theft rates

City dwellers are 35.9% more likely to experience package theft than the national average. Higher population density and delivery concentration can contribute to elevated urban risk.

 

14. Rural populations experience 32.7% less theft

Residents in rural areas are 32.7% less likely to experience package theft over a 12-month period than the average American. Lower population density may reduce opportunities for opportunistic theft.

 

15. 14% of Washington, D.C., residents reported package theft over three months

Capital One Shopping reports that 14% of residents in Washington, D.C., experienced package theft over a three-month measurement period. That makes the district one of the highest-risk locations in the dataset.

 

16. Up to 28.7% of Kentucky households were affected by package theft

Capital One Shopping estimates that package theft affected 28.7% of Kentucky households. The figure represents an estimated household exposure range rather than a simple annual victimization rate.

 

17. California accounted for 16.4% of package-theft victims

California’s large population meant 16.4% of theft victims in the cited national data lived in the Golden State. That concentration makes California an important market for retailers evaluating delivery-security and claims strategies.

 

Consumer Demographics Facing Stolen Deliveries

Past victimization and housing circumstances can also affect how consumers experience package theft. These differences influence both actual exposure and the level of anxiety shoppers feel while waiting for deliveries.

 

18. 73% of previous victims experienced repeat theft

Those who have experienced package theft before are significantly more likely to experience it again, with 73% of previous victims reporting another theft during the measurement period. Repeat victimization suggests some addresses and delivery patterns remain persistently vulnerable.

 

19. 75% of theft victims have lost more than one parcel

Most victims are not one-time targets. Three-quarters of victims reported losing multiple packages. This pattern suggests recurring vulnerabilities can matter as much as one-off incidents.

 

20. People of color are twice as worried about holiday deliveries being stolen

Concern about package theft varies across demographic groups, with people of color reporting twice the concern about stolen holiday deliveries as white respondents. This heightened concern may reflect different theft exposure levels, neighborhood security resources, or past negative experiences, which may warrant retailer awareness.

 

21. Apartment residents are 1.5 times more likely to worry about theft

Beyond actual theft rates, apartment residents are 1.5 times more likely to worry about stolen holiday gifts and feel anxious while awaiting deliveries than people living in single-family homes.

 

The Cost of Stolen Packages: Financial and Emotional Impact

Package theft creates both direct financial losses and indirect costs through customer service burden, replacement fulfillment, and customer frustration. For ecommerce brands, understanding those costs can help justify investment in automated claims resolution.

 

Economic Repercussions for Retailers and Consumers

Stolen deliveries create costs on both sides of the transaction. Consumers can lose merchandise and time, while retailers absorb refunds, replacements, shipping expenses, and additional support work.

 

22. Total economic impact reaches $37 billion annually

The combined economic impact of package theft reached $37 billion in SafeWise’s 2025 analysis. The total includes both consumer losses and retailer costs across the ecommerce ecosystem.

 

23. Retailers lost $22 billion to package theft

SafeWise estimates that retailer losses reached $22 billion through replacement costs, refunds, customer service expenses, shipping, and related losses.

 

24. Consumers lost about $15 billion to stolen packages

American consumers faced approximately $15 billion in losses from stolen packages over the period covered by SafeWise’s report.

 

25. The average stolen package is worth $144.23

Capital One Shopping data puts the average value at $144.23. Even a single theft can therefore represent a meaningful financial loss for consumers and retailers.

 

26. Security.org reports an average stolen package value of $222

Security.org separately estimates an average value of $222. The difference between estimates reflects a different methodology for tracking losses.

 

27. Average package value increased 8.3% year over year

SafeWise found that the average value increased 8.3% from 2024 to 2025. Higher package values increase the financial stakes for consumers and retailers even as overall theft volume changes.

 

28. 39% of stolen packages were worth over $100

More than a third of stolen packages were valued above $100. Higher-value losses can create more costly claims and more emotionally charged customer interactions.

 

29. Shipping costs lost to theft totaled $944.3 million in 2025

Beyond the value of merchandise, shipping losses reached $944.3 million in 2025. Replacement shipments can add further logistics costs when retailers resolve claims.

 

The Psychological Toll of Porch Piracy

Package theft can affect customers even when no theft occurs. Anxiety about delivery security often changes how consumers track packages, plan their schedules, and evaluate the post-purchase experience.

 

30. 62% of online shoppers feel anxious waiting for packages

Package-delivery anxiety affects 62% of online shoppers, according to Security.org. This anxiety can shape the post-purchase experience long before a theft actually occurs.

 

31. 44% of Americans worry about package theft

SafeWise found that 44% of Americans are worried about package theft. Even as estimated theft volume declined, concern remained widespread.

 

32. The most nervous shoppers check tracking eight times daily

Security.org found that highly anxious consumers check tracking eight times per day on average. This behavior illustrates how delivery uncertainty can increase customer attention throughout the post-purchase journey.

 

33. 12% of shoppers have had a gift for someone else stolen

Security.org reports that 12% of shoppers have had a gift intended for someone else stolen by a porch pirate. Gift theft can compound the emotional impact of an already frustrating delivery failure.

 

Reporting and Resolution: What to Do When Your Package Is Stolen

When packages disappear, many victims turn to retailers and carriers for help. This places significant responsibility on ecommerce brands to provide efficient resolution pathways that restore customer trust.

 

Step-by-Step Guide for Reporting Stolen Deliveries

Consumers use several channels after discovering a missing package. Retailers and carriers receive far more reports than law enforcement, making customer-service workflows central to package-theft resolution.

 

34. 64% of theft victims contact the seller

Nearly two-thirds of theft victims report theft to sellers. This makes retailer support one of the central resolution channels after a theft.

 

35. 62% contact the shipping carrier

Security.org found that 62% contact carriers after a package theft. Carrier contact often occurs alongside retailer outreach.

 

36. Only 23% notify law enforcement

Despite package theft being a crime, just 23% notify law enforcement. Most victims instead prioritize sellers, carriers, or other resolution channels.

 

37. USPS recorded 49,146 high-volume mail-theft reports in FY2023

The U.S. Postal Inspection Service recorded 49,146 high-volume theft reports involving mail receptacles in fiscal year 2023. This figure refers specifically to high-volume mail theft from mail receptacles, not 49,146 reports of stolen ecommerce packages.

 

Maximizing Your Chances of Resolution

Recovering the original stolen package is uncommon, so most consumers depend on refunds, replacements, or other forms of reimbursement. Resolution outcomes vary substantially depending on the seller, carrier, and claim circumstances.

 

38. 54% of consumers believe retailers remain responsible after delivery

More than half of respondents believe retailers remain responsible for a package after delivery. Whether or not that expectation matches legal responsibility, it helps explain why customers frequently turn to merchants when packages disappear.

 

39. 8.5% of package-theft victims received a carrier refund

SafeWise reports that 8.5% received carrier refunds. Carrier reimbursement therefore represents only one part of the broader resolution landscape.

 

40. Only 4% of victims recovered their stolen packages

Physical recovery of stolen items occurred for just 4%. For most customers, a refund or replacement is more realistic than recovering the original item.

 

41. 27% received a replacement item from the seller

SafeWise found that 27% received replacements from the seller. Replacement decisions can vary according to retailer policy, purchase history, and the details of the claim.

 

42. 19% received a refund from the seller

Refunds were issued to 19% of theft victims in the victim-resolution data. Refund policies vary by retailer and claim circumstances.

 

43. 25% of victims never receive a refund

A Chamber of Commerce survey found that 25% never received refunds for their stolen items. Unresolved losses can create frustration and potentially affect future purchase behavior.

 

Proactive Measures: Effective Package Theft Prevention Strategies

Prevention remains the first line of defense against porch piracy. Understanding consumer behavior and the risk factors associated with stolen deliveries can help both shoppers and retailers reduce exposure.

 

Securing Your Deliveries

Many prevention strategies focus on reducing how long packages remain unattended or visible. Tracking deliveries, choosing safer drop-off points, and being home for delivery can all reduce exposure opportunities.

 

44. 88% of online shoppers monitor packages en route

Package tracking is widely used, with 88% tracking online orders after purchase. Tracking allows shoppers to retrieve deliveries more quickly and reduces the time packages remain unattended.

 

45. 46% schedule deliveries for when they are home

Security.org reports that 46% schedule deliveries for when they are home. This behavior reflects the extent to which consumers adapt their routines to reduce delivery risk.

 

46. 93% of stolen packages were visible from the roadway

Research summarized by SafeWise found that 93% were roadway-visible. Visibility appears to be a major opportunity factor for porch pirates.

 

47. 61% of stolen packages were within 25 feet of the road

The same research found that 61% were within 25 feet of the road. Asking delivery drivers to use less visible drop-off points can therefore reduce exposure.

 

48. 46% of stolen packages had identifiable brand names

Research summarized by SafeWise found that 46% had identifiable branding. Visible branding can make some packages more attractive to opportunistic thieves.

 

49. 83% of victims added deterrents after their theft

SafeWise found that 83% added deterrents after experiencing package theft. The pattern suggests many consumers become more proactive only after an incident.

 

50. One in six victims had no deterrents in place before theft

SafeWise reports that one in six victims had no deterrents in place before the incident. First-time theft can therefore become the event that triggers adoption of security measures.

 

Leveraging Technology: Smart Devices for Porch Pirate Deterrence

Technology has become central to package monitoring and home security, though cameras alone cannot eliminate package-theft risk.

 

Choosing the Right Video Doorbell

Cameras and connected security devices give shoppers more visibility into what happens around their deliveries. Adoption is widespread, but these tools work best alongside delivery tracking and less visible placement.

 

51. 61% of U.S. households have at least one security camera

SafeHome.org’s 2026 Home Security Market Report found that 61% have security cameras. Camera adoption has continued rising as connected home-security technology becomes more common.

 

52. 48% of U.S. households have video doorbells

The same 2026 research found that 48% have video doorbells. Video doorbells have become one of the most widely adopted forms of residential security technology.

 

53. 34% of online shoppers use doorbell cameras for package protection

More than a third of online shoppers use doorbell cameras as a package-theft prevention strategy. These devices allow consumers to monitor deliveries remotely and review activity around their door.

 

54. Security-device owners report 40% less package-theft anxiety

Security.org found that security-device owners report 40% less anxiety about package theft. Even when technology cannot prevent every theft, it can improve consumers’ sense of control over deliveries.

 

55. 40% of online shoppers use smartphone apps to protect packages

Security.org reports that 40% use smartphone apps to help keep packages safe. Tracking tools and real-time notifications can help customers retrieve deliveries more quickly.

 

Technology alone does not guarantee protection. Cameras can document theft and provide alerts, but reducing package visibility, coordinating delivery timing, and using secure delivery locations remain important parts of a broader prevention strategy.

 

Shipping Protection and Delivery Claims: A Safety Net for Online Shoppers

Given the limits of prevention technology and the low likelihood of physical package recovery, shipping protection has emerged as an important safety net for both consumers and retailers. The question is not only whether protection is available, but how efficiently eligible claims can be resolved.

 

Understanding Shipping Insurance

Traditional shipping protection can create friction through separate claims portals and manual review processes. Because many package-theft victims contact sellers directly, forcing customers into a separate system for claims resolution can add friction to an already frustrating experience.

 

Modern approaches integrate protection directly into customer conversations. Rather than redirecting customers to file claims separately, AI-powered resolution agents can verify protection status, check policy eligibility, and execute eligible claim resolutions within a single interaction.

 

Streamlining Your Delivery Claim

The data supports streamlined claims processing. SafeWise’s retailer-impact analysis shows that replacements and refunds create a significant cost burden for ecommerce businesses. The operational cost extends beyond the merchandise itself to customer support, fulfillment, shipping, and lost margin.

 

Kodif’s approach to delivery claims removes the need for customers to move through disconnected systems. Because most eligible protection claims are ultimately approved, reducing unnecessary workflow friction can make claims resolution faster for both customers and CX teams.

 

The Role of AI in Post-Purchase Support for Stolen Packages

The burden of stolen-package resolution often falls on ecommerce customer service teams rather than law enforcement. AI automation offers a path to resolving eligible claims efficiently while maintaining policy controls.

 

How AI Handles Delivery Issues

Traditional AI customer service can answer questions about theft policies and provide tracking information. However, there is a meaningful difference between AI that can explain what customers should do and AI that can actually execute the resolution.

 

For delivery claims, action-capable AI can:

 

  • Read order details and protection status
  • Check policy eligibility for claims
  • Execute eligible refunds, replacements, or store credit
  • Update connected order-management systems
  • Communicate resolution confirmation

 

Kodif’s view is that AI platforms that depend entirely on third-party commerce APIs can hit automation ceilings when required write access is unavailable. When a stolen-package claim requires issuing store credit or processing a replacement order, limited transaction access can force a handoff to a human agent. Kodif’s automation analysis frames this as an architectural constraint rather than simply a model-quality issue.

 

Improving Customer Experience with Agentic AI

Agentic AI platforms like Kodif combine the intelligence layer with post-purchase transaction rails. This architecture enables AI to take actions within the customer conversation rather than simply providing information.

 

For package-theft scenarios, this can mean:

 

  • Verifying protection status automatically from connected systems
  • Applying policy rules to determine an eligible resolution
  • Executing the resolution, whether a refund, replacement, or store credit
  • Completing the transaction without unnecessary portal redirects or agent handoffs

 

Kodif’s post-purchase-native architecture is designed to complete more eligible transactions end-to-end by connecting customer conversations directly to the systems where those actions occur. 

 

Beyond Prevention: Enhancing Post-Purchase Experience Amidst Theft Concerns

Package theft creates a critical moment in the customer relationship. How brands respond can influence whether theft victims remain confident buying from the retailer.

 

Building Trust After a Package Incident

Research consistently shows that shoppers worry about package security and often expect retailers to help when a delivery goes missing. Quick, low-friction resolution can therefore become an important part of the overall customer experience.

 

When brands resolve eligible theft claims quickly and without unnecessary steps, they differentiate themselves from competitors that make customers navigate disconnected workflows. The post-purchase experience can become a loyalty driver rather than simply a cost center.

 

The Future of Post-Purchase Customer Care

Consumers are already adopting tracking tools, delivery controls, cameras, and alternative pickup methods to reduce package risk. At the same time, retailers are becoming more deliberate about refund and replacement policies as they balance customer experience with fraud prevention.

 

Brands that invest in automated post-purchase workflows can position themselves to handle delivery claims efficiently while maintaining customer satisfaction. The combination of shipping protection, AI resolution capabilities, and transaction execution can create a more seamless experience even when theft occurs.

 

Carrier-Specific Theft Data

Carrier data shows which delivery services appear most often in reported package-theft incidents. These figures should be interpreted alongside each carrier’s overall delivery volume rather than as direct measures of carrier security.

 

56. Amazon deliveries accounted for 32% of stolen packages

SafeWise found that Amazon packages represented 32% of stolen packages in its 2025 data.

 

57. UPS deliveries accounted for 20% of stolen packages

UPS packages represented 20% of stolen packages in the same dataset.

 

58. USPS deliveries accounted for 18% of stolen packages

SafeWise reported that USPS packages represented 18% of stolen packages.

 

59. FedEx deliveries accounted for 17% of stolen packages

FedEx deliveries represented 17% of stolen packages in SafeWise’s survey.

 

Carrier share reflects both theft incidence and differences in overall delivery volume. Delivery volume differs significantly among carriers, and higher theft counts can partly reflect how many packages each carrier delivers.

 

Top Metro Areas for Package Theft

Package-theft losses also vary considerably by metropolitan area. SafeWise’s 2025 analysis highlights markets with especially high total losses or high incident rates relative to household counts.

 

60. Chicago: $254.3 million lost and 1,760 incidents per 1,000 households

Chicago ranked first in SafeWise’s 2025 metro analysis by total value lost.

 

61. New York City: $248.2 million lost and 821 incidents per 1,000 households

New York City ranked second by estimated total value lost.

 

62. Miami: $213.8 million lost and 1,844 incidents per 1,000 households

Miami ranked third in estimated package-theft losses.

 

63. Houston: $200.0 million lost and 1,524 incidents per 1,000 households

Houston ranked fourth in SafeWise’s metro analysis.

 

64. Baltimore: $159.5 million lost and 3,416 incidents per 1,000 households

Baltimore ranked fifth and reported one of the highest incident rates among the top-ranked metros.

 

65. Dallas-Fort Worth: $159.1 million lost and 1,124 incidents per 1,000 households

Dallas-Fort Worth ranked sixth by estimated total value lost.

 

66. Los Angeles: $150.3 million lost and 839 incidents per 1,000 households

Los Angeles ranked seventh in SafeWise’s 2025 metro ranking.

 

67. San Antonio: $132.9 million lost and 2,813 incidents per 1,000 households

San Antonio ranked eighth by estimated package-theft losses.

 

68. Detroit: $119.1 million lost and 1,971 incidents per 1,000 households

Detroit ranked ninth in estimated total value lost.

 

69. Virginia Beach: $107.7 million lost and 4,199 incidents per 1,000 households

Virginia Beach recorded the highest incident rate among SafeWise’s top 10 metros by total value lost.

 

Why Kodif’s Approach to Package Theft Resolution Matters

Package theft statistics reveal a clear pattern: customers frequently expect retailers to help resolve delivery problems, prevention technology has limits, and manual resolution processes can create friction at scale. For ecommerce brands handling thousands or millions of orders, stolen-package claims represent an operational burden that can directly affect customer trust.

 

Kodif transforms package-theft resolution through action-capable post-purchase workflows:

 

  • Instant eligibility verification checks shipping-protection status and policy coverage within customer conversations
  • Autonomous claim execution processes eligible refunds, replacements, or store credit without unnecessary portal redirects
  • Transaction-level access enables AI to complete resolutions rather than simply providing information
  • Post-purchase integration reduces multi-system friction across delivery-claim workflows
  • Action-first automation connects customer conversations directly to the transaction required to resolve the issue

 

The architecture difference matters. While traditional AI platforms can hit automation limits when they lack write access to complete transactions, Kodif’s agentic post-purchase platform is designed to execute the entire eligible resolution workflow.

 

For brands facing the significant retailer burden created by package theft, the question is not simply whether to offer shipping protection. It is how efficiently legitimate claims can be resolved. Automated claims workflows can help meet customer expectations at scale while turning a frustrating experience into an opportunity to provide effortless service.

Frequently Asked Questions

What is the average cost of a stolen package?

Capital One Shopping reports an average stolen package value of $144.23, while Security.org separately reports an average of about $222. The difference reflects the sources’ different datasets and methodologies. Values increased 8.3% year over year from 2024 to 2025 as consumers purchased higher-value items online.

How common is package theft, and when does it occur most frequently?

Package theft affects 31% of Americans annually, with 250,000 packages stolen daily. The holiday season represents the highest-risk period, with 57% of all thefts occurring in November and December when delivery volumes peak and packages sit unattended during work hours.

What are the most effective ways to prevent package theft?

The most effective prevention methods include secure pickup locations, package lockboxes, delivery tracking, and less visible drop-off locations. In the video-analysis data summarized by SafeWise, 93% of stolen packages were visible from the roadway, while 61% were within 25 feet of the road.

Who is responsible if my package is stolen: the carrier, the retailer, or me?

While 54% of consumers believe retailers remain responsible for packages after delivery, legal responsibility varies. 64% of theft victims contact sellers, and retailers absorb substantial resolution costs through replacements and refunds, contributing to the $22 billion retailer burden estimated in SafeWise’s analysis.

Can AI really help resolve issues like stolen packages?

AI can automate significant portions of the delivery-claims process, from verifying protection status to executing refunds and replacements. However, effectiveness depends on architecture. AI platforms with write access to commerce systems can execute resolutions directly, while those limited to read access can only provide information before handing off to human agents. Kodif reports that approximately 97% of protection claims are approved, making this workflow particularly suitable for automation.