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DocumentationHow ACP ComparesACP vs Marketplaces

ACP vs Marketplaces

Centralized marketplaces like Amazon, eBay, and Etsy dominate e-commerce today. This comparison explores how ACP offers a different modelβ€”one that preserves merchant independence while enabling AI-powered shopping.

The Marketplace Model

Marketplaces aggregate sellers and buyers on a single platform:

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ MARKETPLACE β”‚ β”‚ (Amazon, eBay) β”‚ β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ β”‚ β”‚ Seller β”‚ β”‚ Seller β”‚ β”‚ Seller β”‚ β”‚ Seller β”‚ β”‚ β”‚ β”‚ A β”‚ β”‚ B β”‚ β”‚ C β”‚ β”‚ D β”‚ β”‚ β”‚ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”˜ β”‚ β”‚ β”‚ β”‚ β”‚ β”‚ β”‚ β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”‚ β”‚ β”‚ β”‚ Platform owns: β”‚ β”‚ β€’ Customer data β”‚ β”‚ β€’ Payment flow β”‚ β”‚ β€’ Search/discovery β”‚ β”‚ β€’ Customer relationship β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β” β”‚ Customer β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

The ACP Model

ACP connects buyers to merchants through AI agents:

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ AI AGENT β”‚ β”‚ (ChatGPT, Claude) β”‚ β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€ β”‚ Facilitates, doesn't own β”‚ β”‚ β€’ Discovery β”‚ β”‚ β€’ Recommendations β”‚ β”‚ β€’ Checkout facilitation β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”‚ β”‚ β”‚ β”Œβ”€β”€β”€β”€β”΄β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”΄β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”΄β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”΄β”€β”€β”€β”€β” β”‚ Merchant β”‚ β”‚ Merchant β”‚ β”‚ Merchant β”‚ β”‚ Merchant β”‚ β”‚ A β”‚ β”‚ B β”‚ β”‚ C β”‚ β”‚ D β”‚ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”˜ β”‚ β”‚ β”‚ β”‚ Merchant owns: β€’ Customer data β€’ Payment relationship β€’ Brand experience β€’ Customer relationship β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β” β”‚ Customer β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

Key Differences

Customer Relationship Ownership

AspectMarketplaceACP
Who owns the customer?PlatformMerchant
Customer data accessPlatform controlledMerchant controlled
Direct communicationRestricted/filteredDirect
Repeat customer valueBenefits platformBenefits merchant

Marketplace Reality:

Customer buys from "Seller X" on Amazon ↓ Amazon owns the customer relationship Amazon has the email, purchase history Amazon can recommend competitors Amazon can launch competing products Seller X gets: One transaction, limited data

ACP Reality:

Customer buys from "Merchant X" via AI Agent ↓ Merchant X owns the relationship Merchant X gets email, can follow up Merchant X builds customer loyalty AI Agent: Facilitated the transaction, no ownership claim

Revenue and Fees

Fee TypeAmazoneBayShopifyACP
Monthly fee$39.99$0-$350$29-$299$0
Referral/listing8-45%3-15%0%0%
Payment processing2.9% + $0.30~3%2.9% + $0.302.9% + $0.30
Fulfillment (optional)15-45%+--Merchant choice

Total cost example for $100 sale:

PlatformFeesMerchant Keeps
Amazon (FBA)~$35-45$55-65
eBay~$12-18$82-88
Shopify~$3-6$94-97
ACP~$3-4$96-97
πŸ’°

On Amazon, a $100 sale might net the merchant $55-65. With ACP, the same sale nets $96-97. That’s 50-70% more revenue per transaction.

Platform Dependency

Marketplace Risks:

  • Account suspension (immediate revenue loss)
  • Algorithm changes (visibility loss)
  • Fee increases (margin compression)
  • Competitive products (Amazon Basics)
  • Policy changes (review rules, shipping requirements)

ACP Benefits:

  • No account to suspend
  • Multiple AI agents can discover you
  • No platform fee increases
  • No competitive conflict
  • Your policies, your rules

Discovery and Visibility

Marketplace Discovery:

Factors that affect visibility: β€’ Platform's algorithm (opaque) β€’ Ad spend (pay-to-play) β€’ Reviews (can be manipulated) β€’ Price (race to bottom) β€’ Prime/fulfillment choice β€’ Account health metrics

ACP Discovery:

Factors that affect visibility: β€’ Product feed quality β€’ AI's understanding of your products β€’ Customer intent match β€’ Product quality/reviews β€’ No pay-to-play

Data and Privacy

Data AspectMarketplaceACP
Customer emailPlatform ownsMerchant receives
Purchase historyPlatform ownsMerchant owns
Browsing behaviorPlatform tracksNot tracked by merchant
Competitive insightsPlatform sells to competitorsPrivate
Customer preferencesPlatform learns for everyoneMerchant learns for self

Feature Comparison

Search and Recommendations

Amazon/Marketplace:

  • Keyword-based search
  • β€œSponsored” products prominent
  • Recommendations favor high-margin items
  • Platform optimizes for platform revenue

ACP:

  • Intent-based understanding
  • No sponsored placements
  • Recommendations favor user needs
  • AI optimizes for user satisfaction
Marketplace search: "wireless headphones" β†’ Shows sponsored products first β†’ Optimizes for platform revenue β†’ May not show best match ACP query: "I need headphones for running, good bass, under $100" β†’ Understands context (running = need secure fit) β†’ Understands preferences (good bass) β†’ Understands constraint (under $100) β†’ Recommends best match, not highest margin

Reviews and Trust

AspectMarketplaceACP
Review sourcePlatform usersAggregated + direct
Review manipulationCommon problemHarder (multiple sources)
Trust signalsStars, badgesAI explanation
ComparisonWithin platformCross-platform

Returns and Customer Service

Marketplace:

  • Platform mediates disputes
  • Platform’s return policy applies
  • Support is platform’s (A-to-Z guarantee)
  • Can favor customers over merchants

ACP:

  • Direct merchant relationship
  • Merchant’s return policy
  • Direct support channel
  • Balanced relationship

Real-World Comparison

Scenario: Selling Handmade Pottery

On Etsy (Marketplace):

Revenue: $50 vase sale - Transaction fee (6.5%): -$3.25 - Payment processing (3% + $0.25): -$1.75 - Listing fee: -$0.20 - Offsite ads fee (15% if applicable): -$7.50 ─────────────────────────────── Net to seller: $37.30 - $44.80 Plus: - Competition in search results - No customer email for follow-up - Etsy can promote competitors - Algorithm changes affect visibility

Via ACP:

Revenue: $50 vase sale - Payment processing (2.9% + $0.30): -$1.75 ─────────────────────────────── Net to seller: $48.25 Plus: - Customer email for follow-up - Direct relationship building - AI recommends based on quality - No platform dependency

Scenario: Electronics Accessories

On Amazon:

Revenue: $30 phone case sale - Referral fee (15%): -$4.50 - FBA fee (if used): -$5.00 - Storage fees: -$0.50 - Advertising (typical): -$3.00 ─────────────────────────────── Net to seller: $17.00 Plus: - Amazon can see what sells - Amazon can create competing product - Reviews subject to Amazon's rules - Prime badge requirements

Via ACP:

Revenue: $30 phone case sale - Payment processing: -$1.17 ─────────────────────────────── Net to seller: $28.83 Plus: - Build own brand - Own customer relationship - No copycat risk from platform - Set own shipping terms

When to Use Each

Marketplace Strengths

βœ“ Massive existing traffic - Customers already there βœ“ Trust/credibility - Amazon/eBay brand trust βœ“ Fulfillment services - FBA handles logistics βœ“ International reach - Built-in global infrastructure βœ“ Low startup friction - List and sell quickly

ACP Strengths

βœ“ Customer ownership - Build direct relationships βœ“ Higher margins - 50-70% more per sale βœ“ Brand building - Your identity, not platform’s βœ“ No platform risk - Can’t be suspended βœ“ AI-native - Built for the future of shopping βœ“ Independence - Your business, your rules

The Hybrid Strategy

Many merchants will use both:

HYBRID APPROACH: Marketplace (Amazon): β€’ Use for customer acquisition β€’ Accept lower margins for visibility β€’ Build reviews and credibility β€’ Treat as advertising channel ACP (Own Brand): β€’ Convert marketplace customers to direct β€’ Higher margins on repeat purchases β€’ Build email list and relationships β€’ Long-term sustainable business Tactics: β€’ Include brand materials with marketplace orders β€’ Offer incentives for direct ordering β€’ Build brand recognition β€’ Transition customers over time
πŸ“Š

Smart merchants use marketplaces for discovery and ACP for retention. The first purchase might be on Amazon; subsequent purchases should be direct.

Migration Considerations

Moving from Marketplace-Only to ACP

Continue Marketplace Presence

Don’t abandon existing channel

Build Product Feed

Create ACP-compatible product data

Implement ACP Endpoints

Enable AI agent checkout

Brand Building

Start capturing direct customer relationships

Gradual Transition

Shift marketing emphasis over time

Key Success Factors

  1. Product differentiation - Unique products work better direct
  2. Brand story - Give customers reason to buy direct
  3. Customer service - Excel at direct relationships
  4. Quality - AI recommends based on quality, not ads

Summary

FactorMarketplacesACP
TrafficBuilt-inMust earn
MarginsLow (30-45% fees)High (~3% fees)
Customer dataPlatform ownsMerchant owns
Brand buildingLimitedFull control
RiskPlatform dependentIndependent
Future-proofUncertainAI-native
Best forCustomer acquisitionCustomer retention

The best strategy often combines both: use marketplaces for discovery, ACP for relationships.

Specification maintained by OpenAI and Stripe

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