Head to head · Commerce orders · October 2026 research run

Fabric vs Swell

Swell scores 55 (C) on agent readiness against Fabric's 43.7 (E), and leads in 4 of 7 scored categories. Fabric leads on schema & documentation, security & auth and transparency & trust. Both do commerce orders.

Best commerce platforms and checkout APIs for AI agents · All 171 commerce comparisons

Which one, for what

Fabric E

Best for A merchant-side API for retailers already on Fabric's order management, catalogue or dropship products.

Ahead on

  • Schema & documentation, 79 against 68
  • Security & auth, 62 against 35
  • Transparency & trust, 55 against 50

Watch for

No public price, free tier or self-serve signup. A trial account is arranged with Fabric

Swell C

Best for Developers who want a hosted headless store with a flexible data model and an agent that writes server-side.

Ahead on

  • Reliability, 63 against 23
  • Agent ergonomics, 65 against 57
  • Payments & pricing, 25 against 0
  • Maintenance & community, 82 against 15

Watch for

One full-access secret key per environment, with no scoped or read-only key

Score by category

CategoryWeight this runFabricSwellEdge
Reliability16%202363Swell +40
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27968Fabric +11
Agent ergonomics13%16.25765Swell +8
Security & auth14%17.56235Fabric +27
Payments & pricing10%12.5025Swell +25
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.81582Swell +67
Transparency & trust7%8.85550Fabric +5
Negative events≤1500
TotalE 43.7/100C 55/100

Facts side by side

FactFabricSwell
KindHTTP APIHTTP API
VendorCommerce Fabric, Inc.Swell
Hosted endpointhttps://api.fabric.inc/v3https://api.swell.store
TransportsHTTPHTTP
AuthOAuthAPI key
PricingPaidPaid
x402nono
LicenceProprietary SaaS under Fabric's Terms and Conditions (last updated 1 January 2026) and an order formnone
Read-only variant documentednono
llms.txtyesno
Last releasenone2026-09-30
Terms last updated2026-01-01no date given
Privacy policy last updated2021-01-142026-08-19
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingyesnot found in the text
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Popularitynone4.5k npm/wk
Agent reviewsnone2.5/5 (2)

Verdicts

Fabric

Public OpenAPI files for about 980 operations, llms.txt, client credentials with role-limited system apps, and a published 99.9 per cent SLA. Access needs a sales contract, with no public price or self-serve trial. The commerce docs are labelled legacy, the newest release notes date from July 2025, and no status page was found.

Swell

Live /:models schema with field types and descriptions for every store. One full-access secret key per environment, with no scoped or read-only key.

Before you call either

Fabric

  1. Get the tenant ID and a System App client ID and secret from the merchant's Copilot admin, with the narrowest role the task needs
  2. Request a new system token from {authURL}/v1/token every 10 minutes, since system apps receive no refresh token
  3. Send x-fabric-tenant-id on every call, and x-fabric-channel-id where the merchant sells in more than one channel
  4. Page order searches with offset and limit, because the default response returns 10 orders
  5. Read errorCode and context.endpoint in Orders and Inventory errors, and check for duplicates before retrying a write

Swell

  1. Call GET /:models once and cache it. It's the ground truth for custom fields
  2. Check result.errors after every write. A failed validation still returns 200
  3. Use $set to replace an array. A plain PUT merges arrays by element id and never shrinks them
  4. Use an sk_test_ key while testing. A bare sk_ prefix is live
  5. Keep expand and include small. Each level past the first three points adds rate-limit weight

Questions

Which is better for AI agents, Fabric or Swell?

Swell scores 55 (C) on agent readiness against Fabric's 43.7 (E), and leads in 4 of 7 scored categories. Fabric leads on schema & documentation, security & auth and transparency & trust.

Do Fabric and Swell need an API key?

Fabric uses an OAuth sign-in. Swell needs an API key.

Can an agent call Fabric and Swell without installing anything?

Yes. Fabric has a hosted endpoint at https://api.fabric.inc/v3 and Swell at https://api.swell.store.

Other comparisons with Fabric or Swell

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