Features checked 21 Oct 2026

Chatbase vs Fin, Decagon, Sierra and more

See how nine AI customer service platforms compare on channels, helpdesks, Shopify, APIs and security, one feature at a time.

Chatbase is feature packed

FeatureChatbaseFinDecagonSierraAdaZendeskGorgiasTidioPylon
Helpdesk and handoff
Own helpdesk / inboxYesYesNoNoNoYesYesYesYes
Human handoffYesYesYesYesYesYesYesYesYes
Works with your helpdesk
ZendeskYesYesYesNoYesYesNoNo
Salesforce Service CloudYesYesYesYesYesNoNo
IntercomYesYesYesNoNoNoNo
FreshdeskYesYesNoNoNoNo
HubSpotYesYesNoNoNoNoNoNo
GorgiasYesYesYesNoYesYesNoNo
FrontNoYesNoNoNoNoNo
Channels and voice
Web chatYesYesYesYesYesYesYesYesYes
EmailYesYesYesYesYesYesYesYesYes
WhatsAppYesYesYesYesYesYesYesYesYes
MessengerYesYesNoNoYesYesYesYesNo
InstagramYesYesNoNoYesYesYesYesNo
SlackYesYesNoNoNoNoNoYes
AI voice agentYesYesYesYesYesYesNoNoNo
Languages (AI agent)YesYesYesYesYesYesYesYes
SMSNoYesYesYesYesYesNoYes
Microsoft TeamsNoYesNoNoNoNoNoYes
What the agent can do
Knowledge sourcesYesYesYesYesYesYesYes
API actionsYesYesYesYesYesYesYesYesYes
Procedures / SOPsYesYesYesYesYesYesYesYesYes
UI in chat (widgets)YesYesYesYes
Shopify
Shopify appYesYesNoNoNoYesYesNo
Order status and trackingYesYesYesYesNo
Product search and recommendationsYesYesYesYesNo
Cart and checkout in chatYesNoNoNo
Returns and exchangesYesNo
Cancel or edit ordersNoYesNoNoYesNo
Build and test
Testing / simulationYesYesYesYesYesYes
Analytics / QAYesYesYesYesYesYesYesYes
Customer picks the AI modelYesNoNoNoNoNoNoNoNo
API and MCP
Public REST APIYesYesYesYesYesYes
Chat with the agent via APIYesYesYesNoYes
SDKsYesYesYesYesYes
MCP server for AI assistantsYesYesYesNoYesYes
WebhooksYesNoYesYesYesYesYes
Agent uses external MCP toolsNoYesYesYesYesYesNoYes
Buying and trust
FeatureChatbaseFinDecagonSierraAdaZendeskGorgiasTidioPylon
Sign up onlineYesYesNoNoNoYesYesYes
Free trialYesYesNoNoNoYesYesYes
HIPAAYesYesYesYesYesYesYesNoYes
Publishes a resolution rateYesYesYesYesYesYes

Benchmark run · 28 Oct to 5 Nov 2026

Tested on live stores

We ran the same scripted shopping and support conversations with each vendor's AI agent on live stores that use it, and scored every conversation out of 100.

Vendors scored
8
Live stores
55
Conversations
518
Lanes
4
VendorImage to checkoutShoppingSupport
Chatbase9 of 98385.8
GorgiasUnsupported76.487.2
DecagonUnsupported73.881.8
SierraUnsupported66.986.2
AdaUnsupported68.960.5
ZendeskUnsupported40.856.7

Image to checkout, vendor by vendor

VendorFound the product from a photoPut it in the store's cart
Chatbase9 of 9 stores9 of 9 stores
Gorgias5 of 5 storesUnsupported
Ada3 of 7 storesUnsupported
SierraUnsupportedUnsupported
ZendeskUnsupportedUnsupported
DecagonUnsupportedUnsupported
Image to checkout
The shopper pastes a product photo, then asks the agent to find it, add it to the cart and check out. We checked each store's real cart after every add-to-cart request. Across the 36 stores in the photo test, only Chatbase both found the product from a photo and put it in the store's cart.
Shopping and Support
Ten-question conversations scored with a rubric adapted from Gorgias's public AI agent benchmark. Scores are points earned out of points reachable; a reasonable clarifying question never counts against an agent.
Sample size
Shopping and Support scores average up to five shopping and four support conversations per store, on 3 to 12 live stores per vendor. * Fewer than 9 judged conversations in that lane. Image to checkout is the share of stores where the agent reached checkout from a shopper's photo, on 4 to 9 stores per vendor.

How this comparison was built

  • Most competitor answers come from that vendor's own website, docs, pricing or trust page.
  • Where a vendor's own pages don't cover a feature, the answer comes from its official channel or certification lists, its trust center, or an independent review.
  • Tap or hover a partial symbol in the matrix to see what is missing and where the answer comes from.
  • Resolution rates are each vendor's own claim and are measured in different ways, so they can't be compared directly.
  • Checked on 21 Oct 2026. The helpdesk, Shopify, API and MCP rows, and every answer that needed a second look, were checked again on 26 Oct 2026. Vendors change their products often, so some answers may have changed since.

Frequently asked questions

The world’s best customer experiences run on Chatbase

Teams use Chatbase to build AI agents that answer customers on chat, email and voice.