Comparison
Gorgias AI Agent vs Sierra
Compare documented workflows and implementation requirements using attributed public sources. Facts last checked , the earlier of the two records. Machine-readable record.
Start with your setup
These are documented product differences and requirements. A feature list or a single customer report does not establish which agent will perform better for your team.
Deployment model
Gorgias AI Agent
The AI Agent is a cloud SaaS feature of the Gorgias help desk, included on every plan and billed only when it resolves a conversation.Vendor-reported
- Source
- Gorgias pricing
- Checked
- History
- First published
- Correct this
- Request a correction with a public source. Claim ID
gorgias-cmp-deployment
Sierra
Sierra documents configuration through Agent Studio and custom integrations for proprietary systems. Deployment work includes defining journeys and connecting the systems those journeys use.Vendor-reported
- Source
- Agent Studio (Sierra)
- Checked
- History
- First published
- Correct this
- Request a correction with a public source. Claim ID
sierra-deployment
Actions in backend systems
Gorgias AI Agent
Documented AI Agent actions include Shopify order changes (cancel, edit shipping address, remove item, replace item, free reshipment, order note), Loop Returns portal links and return shipping status, Recharge, Skio and Loop subscription management, and 3PL lookups via ShipStation, ShipBob, ShipHero and ShipMonk, alongside custom actions built through the action builder.Vendor-reported
- Source
- AI Agent Actions: make changes to Shopify orders
- Checked
- History
- First published
- Correct this
- Request a correction with a public source. Claim ID
gorgias-cmp-actions
Sierra
The SDK lists subscription updates and warranty submissions as examples of actions through connected systems. Required permissions and workflow configuration depend on the implementation.Vendor-reported
- Source
- Agent SDK (Sierra)
- Checked
- History
- First published
- Correct this
- Request a correction with a public source. Claim ID
sierra-actions
Human handoff
Gorgias AI Agent
Handover to human agents is triggered by built-in signals (anger, explicit request for a human, sensitive topics), merchant-configured handover topics, and a low-confidence check on the agent's draft reply before sending.Vendor-reported
- Source
- Customize how AI Agent hands over to your team
- Checked
- History
- First published
- Correct this
- Request a correction with a public source. Claim ID
gorgias-cmp-handoff
Sierra
The SDK documents routing to a team member with an automatic conversation summary.Vendor-reported
- Source
- Agent SDK (Sierra)
- Checked
- History
- First published
- Correct this
- Request a correction with a public source. Claim ID
sierra-handoff
Side by side
Product attributes first, then what the sources establish for each customer workflow, then the industries they place each agent in. Open any claim to see its source, the date it was checked, and how to request a correction. Two agents are rarely documented to the same depth, so read a difference between the two columns as a difference in the public record before reading it as a difference in the products.
What this agent was judged by
The independent evidence behind these states comes mainly from other independent sources.States rest on 2 independent sources across other independent sources, end-user review sites. This is not the same yardstick for every agent, and that asymmetry is a known limitation.
What this agent was judged by
No independent source has been found for any fit area, so every state here rests on vendor material or nothing.States rest on 0 independent sources. This is not the same yardstick for every agent, and that asymmetry is a known limitation.
| Attribute | Gorgias AI Agent | Sierra |
|---|---|---|
| Review basis | Source-based review | Source-based review |
| Deployment model | The AI Agent is a cloud SaaS feature of the Gorgias help desk, included on every plan and billed only when it resolves a conversation.Vendor-reported
| Sierra documents configuration through Agent Studio and custom integrations for proprietary systems. Deployment work includes defining journeys and connecting the systems those journeys use.Vendor-reported
|
| Channels | Gorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook.Vendor-reported
| Vendor-listed channels include phone, website and app chat, WhatsApp, Apple Business Chat, SMS and email. Live Assist supports staff, and Sierra also documents publishing selected agent journeys to ChatGPT.Vendor-reported
|
| Languages | Gorgias documentation states that "AI Agent detects the language a customer writes in and replies in the same language", with a setting to override the reply language; no supported-language count for the agent is published.Vendor-reported
| The current Channels page describes voice models tuned for 60+ locales. A locale is not the same as a language; verify the exact language, accent and channel required for your deployment.Vendor-reported
|
| Help desk and CRM integrations | Across all vendor pages and documentation checked, the AI Agent is offered only as a feature of the Gorgias help desk itself rather than as a layer over third-party help desks.Editorial assessment
| Agent Studio lists 40+ prebuilt integrations for knowledge, systems of record and contact centers, but this page does not identify the help-desk connectors. Confirm your help desk and required handoff behavior with Sierra.Vendor-reported
|
| Knowledge sources | Knowledge sources documented for the AI Agent are Shopify store data (orders, customers, products), Help Center articles, the public website and product catalog, custom Guidance documents, uploaded documents, and connected third-party app actions.Vendor-reported
| The SDK documents ingestion of company FAQs, policies and documentation into its knowledge engine.Vendor-reported
|
| Actions in backend systems | Documented AI Agent actions include Shopify order changes (cancel, edit shipping address, remove item, replace item, free reshipment, order note), Loop Returns portal links and return shipping status, Recharge, Skio and Loop subscription management, and 3PL lookups via ShipStation, ShipBob, ShipHero and ShipMonk, alongside custom actions built through the action builder.Vendor-reported
| The SDK lists subscription updates and warranty submissions as examples of actions through connected systems. Required permissions and workflow configuration depend on the implementation.Vendor-reported
|
| Human handoff | Handover to human agents is triggered by built-in signals (anger, explicit request for a human, sensitive topics), merchant-configured handover topics, and a low-confidence check on the agent's draft reply before sending.Vendor-reported
| The SDK documents routing to a team member with an automatic conversation summary.Vendor-reported
|
| Target customer size | Gorgias positions the product for ecommerce brands handling roughly 50 to 5,000 tickets per month, priced by ticket volume rather than per agent.Vendor-reported
| Sierra’s public customer examples include AOL, Minted and Ramp. These show deployments in established businesses; they do not define a minimum viable team size.Vendor-reported
|
| Vendor-reported performance claims | In its own September 2026 ecommerce AI benchmark (18 vendors, 212 live stores, 8,390 conversations), Gorgias ranks its AI Agent #1 overall, with 74% support automation and a 76/100 blind quality score for support and 84% automation with 76/100 quality for shopping; separately Gorgias markets a 60% automation rate for email and chat and bills the agent per resolved conversation.Vendor-reported
| Sierra reports 90% case resolution at Ramp. This is a vendor-published customer result with no common benchmark population supplied here; it should not be compared directly with another vendor’s deflection or resolution figure.Vendor-reported
|
| Workflow evidenceBilling Illustrative scenario I was charged twice for the same order. Can you refund the extra payment? What to verify: Verify identity, inspect payment records, apply the refund policy, and confirm the payment-system result. If no authorized refund action is connected, hand off with the evidence. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Vendor-documented Illustrative evaluation: ask why a subscription charge increased, then request a card update. Verify identity checks, the source of the billing explanation and the permitted update path. 1 cited claim for billing on SierraSierra’s AOL case study describes explanations of outstanding balances, billing history and payment-method updates. The example is AOL’s configured agent, not a guarantee that every Sierra deployment includes billing access.Vendor-reported
|
| Workflow evidenceOrders Illustrative scenario My order has not arrived. Where is it? What to verify: Retrieve the correct order and current carrier status. Distinguish a real tracking update from an estimate; do not invent a delivery date. | External report Documented limits apply within the capability rather than negating it: a cancellation is not passed to third-party logistics or fulfilment apps, an address change that alters tax or shipping cannot be refunded or charged by the agent, order modification applies to unfulfilled orders only, and item replacement is limited to one item with multi-item or paid replacements escalated to a human. 2 cited claims for orders on Gorgias AI AgentGorgias documents AI Agent actions that cancel unfulfilled Shopify orders with restock and full refund, edit shipping addresses, remove or replace an order item, reship an order free of charge, and add an order note.Vendor-reported
A Shopify merchant reviewer (Devoción Coffee, United States, 5 stars) reported the AI Agent handles order tracking and shipping-update questions "quickly and accurately".Independent report
| Vendor-documented Illustrative evaluation: use a split shipment with one delayed item. Require the agent to distinguish production status from carrier status and avoid promising a delivery date that the connected system does not provide. 1 cited claim for orders on SierraSierra’s Minted case study describes order updates across design approval, printing and shipping, plus priority-shipping changes for delayed orders. This supports an order-management use case in that deployment.Vendor-reported
|
| Workflow evidenceReturns Illustrative scenario I bought this 12 days ago and opened the box. Can I return it? What to verify: Check the actual return window, product exclusions, and order record. A policy answer and an executed return are different capabilities. | Vendor-documented For the documented Loop Returns flow the agent does not process the return itself; it sends a pre-authenticated portal link, and the action requires an active Loop Returns account plus an API key with Order and Return scopes. Merchants can gate the action with conditions such as a 14-day order window. 1 cited claim for returns on Gorgias AI AgentGorgias markets AI Agent support skills that "Make exchange and returns easy with personalized links" and documents a dedicated action that generates a Loop Returns portal deep link personalized to the customer and selected order.Vendor-reported
| Vendor-documented Illustrative evaluation: request an exchange for an item outside the normal return window. Check the configured exception policy, approval requirement and final state in the order system. 1 cited claim for returns on SierraSierra’s retail page lists refund requests and exchanges among supported workflows. It does not specify a universal return-policy configuration or prove that a particular refund reaches the payment processor.Vendor-reported
|
| Workflow evidenceProduct questions Illustrative scenario Does this adapter work with my exact laptop model? What to verify: Use a current, approved compatibility source. Ask for the model when missing and distinguish documented compatibility from an assumption. | Vendor-documented The same documentation states the agent will not reply when it cannot ground an answer in a verified source, and instead escalates; no independent evaluation of product-answer accuracy was found. 1 cited claim for product questions on Gorgias AI AgentGorgias documentation states the AI Agent draws on Shopify store data, Help Center articles, the public website and product catalog, custom Guidance documents and uploaded documents when composing answers.Vendor-reported
| Vendor-documented Illustrative evaluation: ask whether an accessory works with an older product model. Supply an approved compatibility source and check that missing information leads to clarification rather than an invented answer. 1 cited claim for product questions on SierraSierra describes grounding answers in company knowledge, policies and brand guidance. That provides a route to product answers based on supplied content; it does not establish accuracy for a buyer’s catalog.Vendor-reported
|
| Workflow evidenceAccount issues Illustrative scenario I lost access to my email. Change the address on my account. What to verify: Follow the approved identity-recovery process before accessing or changing account data. Escalate when identity cannot be verified. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Vendor-documented Illustrative evaluation: an authenticated cardholder requests a replacement card and address change. Check permissions, address confirmation and the resulting card state before considering the journey complete. 1 cited claim for account issues on SierraSierra’s Ramp case study describes card locking and replacement, address validation and transaction explanations. These are account actions in Ramp’s configured implementation; password recovery and other account workflows require their own evidence.Vendor-reported
|
| Workflow evidenceComplaints Illustrative scenario I have contacted you three times and the problem is still unresolved. What to verify: Recognize the repeat complaint, retain relevant history, and route it to the right team. Do not promise compensation outside the policy. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Vendor-documented Illustrative evaluation: a customer repeats a cancellation request after rejecting a retention offer. Check that the configured flow respects the refusal and provides the agreed cancellation or human-escalation path. 1 cited claim for complaints on SierraSierra says its agents can recognize frustration and adapt their responses. This is a vendor claim about conversational behavior, not a measured result for complaint resolution or customer satisfaction.Vendor-reported
|
| Workflow evidenceHuman handoff Illustrative scenario Please connect me to a person who can approve this exception. What to verify: Transfer to an available team with the conversation and relevant records. Outside working hours, explain the actual follow-up path rather than promise immediate contact. | Vendor-documented Handover configuration differs by channel: email and SMS expose customer-notification settings, while chat adds confirmation prompts, wait-time messaging and email capture. 1 cited claim for human handoff on Gorgias AI AgentGorgias documents built-in handover signals (customer anger, explicit requests for a human, sensitive topics such as self-harm, violence, legal threats or financial account requests), configurable handover topics, and a pre-send draft review where "If it doesn't have enough knowledge to answer reliably...it hands over rather than guessing."Vendor-reported
| Vendor-documented Illustrative evaluation: request a person during a failed account update. Check queue routing, transcript and summary delivery, plus what the customer sees when the team is offline. 1 cited claim for human handoff on SierraSierra’s SDK page documents routing an escalated conversation to a team member with a generated summary. It does not establish how quickly a human answers in a particular contact center.Vendor-reported
|
| Workflow evidenceSmall businesses Illustrative scenario A two-person support team wants to launch without a dedicated engineer. What to verify: Validate setup effort, existing help-desk support, required integrations, and ongoing maintenance. A small customer's story alone does not establish suitability for every small business. | Caveat documented The same complaint appears verbatim in a 2-star Shopify App Store review from GPerformance (Slovakia, 2026-07-31); Gorgias itself publishes no per-resolution dollar figure, so the $1.50 figure is a customer report, not a vendor-confirmed price. 2 cited claims for small businesses on Gorgias AI AgentGorgias states its help desk "scales from 50 to 5,000 tickets a month, never priced per agent", offers self-serve "Sign up free", and includes "AI Agent on every plan, pay only when it resolves a conversation".Vendor-reported
A 2-star Trustpilot reviewer reported leaving the AI Agent switched off, writing "At 1.50 USD per AI conversation I cannot justify switching it on - if customers actually use it, that is a four-figure bill at the end of the month."Independent report
| Not established Business size alone does not establish suitability. Illustrative buying scenario: a small team needs one FAQ channel; ask for the implementation work and ongoing maintenance required for that scope before deciding whether the platform is proportionate. No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Workflow evidenceMid-market Illustrative scenario A growing support team needs separate queues and connected order and account systems. What to verify: Validate routing, permissions, integration ownership, and handling of each team's policies in the intended configuration. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established The reviewed sources do not establish a universal mid-market fit. Illustrative buying scenario: a growing retailer needs order support across two brands; evaluate connector coverage, ownership of policy updates and support capacity for that deployment. No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Workflow evidenceEnterprise Illustrative scenario A multi-brand support organization needs controlled access across regional teams. What to verify: Validate data boundaries, audit records, escalation ownership, and the specific deployment requirements. A vendor's enterprise positioning is not proof of these controls. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Vendor-documented Illustrative buying scenario: multiple business units need separate permissions and policies. Request a demonstration using those boundaries and review the operational and security requirements of the proposed deployment. 1 cited claim for enterprise on SierraSierra publishes customer stories for AOL, Minted and Ramp, including connected service workflows. These are vendor-published deployment examples, not proof that every enterprise requirement is met.Vendor-reported
|
| Industry evidenceRetail and e-commerce | External report Gorgias is positioned for ecommerce brands, and a merchant reviewing on the Shopify App Store reports the agent handling order and shipping questions. One reviewer describes one store, not the segment. 2 cited claims for retail and e-commerce on Gorgias AI AgentGorgias positions the product for ecommerce brands handling roughly 50 to 5,000 tickets per month, priced by ticket volume rather than per agent.Vendor-reported
A Shopify merchant reviewer (Devoción Coffee, United States, 5 stars) reported the AI Agent handles order tracking and shipping-update questions "quickly and accurately".Independent report
| Vendor-documented Sierra's retail and consumer goods page lists refunds and exchanges among supported workflows. Vendor documentation only; no retail deployment is independently reported. 1 cited claim for retail and e-commerce on SierraSierra’s retail page lists refund requests and exchanges among supported workflows. It does not specify a universal return-policy configuration or prove that a particular refund reaches the payment processor.Vendor-reported
|
| Industry evidenceFinancial services | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Industry evidenceTelecommunications | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Industry evidenceTravel and hospitality | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Industry evidenceHealthcare | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Industry evidencePublic sector and education | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Industry evidenceLogistics and delivery | Caveat documented The only source placing the product against fulfilment systems is a documented limitation: a cancellation made by the agent is not passed to third-party logistics or fulfilment apps. Nothing establishes broader logistics coverage either way. 1 cited claim for logistics and delivery on Gorgias AI AgentGorgias documentation states that when the AI Agent cancels a Shopify order, "The cancellation does not get passed along to other 3rd-party logistics (3PL) or order fulfillment apps."Vendor-reported
| Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Channels | ||
| Web and in-app chat | Vendor-documented Gorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook. 1 cited claim for web and in-app chat on Gorgias AI AgentGorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook.Vendor-reported
| Vendor-documented Vendor-listed channels include phone, website and app chat, WhatsApp, Apple Business Chat, SMS and email. Live Assist supports staff, and Sierra also documents publishing selected agent journeys to ChatGPT. 1 cited claim for web and in-app chat on SierraVendor-listed channels include phone, website and app chat, WhatsApp, Apple Business Chat, SMS and email. Live Assist supports staff, and Sierra also documents publishing selected agent journeys to ChatGPT.Vendor-reported
|
| Vendor-documented Gorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook. 1 cited claim for email on Gorgias AI AgentGorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook.Vendor-reported
| Vendor-documented Vendor-listed channels include phone, website and app chat, WhatsApp, Apple Business Chat, SMS and email. Live Assist supports staff, and Sierra also documents publishing selected agent journeys to ChatGPT. 1 cited claim for email on SierraVendor-listed channels include phone, website and app chat, WhatsApp, Apple Business Chat, SMS and email. Live Assist supports staff, and Sierra also documents publishing selected agent journeys to ChatGPT.Vendor-reported
| |
| Voice and phone | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Vendor-documented Vendor-listed channels include phone, website and app chat, WhatsApp, Apple Business Chat, SMS and email. Live Assist supports staff, and Sierra also documents publishing selected agent journeys to ChatGPT. 1 cited claim for voice and phone on SierraVendor-listed channels include phone, website and app chat, WhatsApp, Apple Business Chat, SMS and email. Live Assist supports staff, and Sierra also documents publishing selected agent journeys to ChatGPT.Vendor-reported
|
| SMS | Vendor-documented Gorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook. 1 cited claim for sms on Gorgias AI AgentGorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook.Vendor-reported
| Vendor-documented Vendor-listed channels include phone, website and app chat, WhatsApp, Apple Business Chat, SMS and email. Live Assist supports staff, and Sierra also documents publishing selected agent journeys to ChatGPT. 1 cited claim for sms on SierraVendor-listed channels include phone, website and app chat, WhatsApp, Apple Business Chat, SMS and email. Live Assist supports staff, and Sierra also documents publishing selected agent journeys to ChatGPT.Vendor-reported
|
| Vendor-documented Gorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook. 1 cited claim for whatsapp on Gorgias AI AgentGorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook.Vendor-reported
| Vendor-documented Vendor-listed channels include phone, website and app chat, WhatsApp, Apple Business Chat, SMS and email. Live Assist supports staff, and Sierra also documents publishing selected agent journeys to ChatGPT. 1 cited claim for whatsapp on SierraVendor-listed channels include phone, website and app chat, WhatsApp, Apple Business Chat, SMS and email. Live Assist supports staff, and Sierra also documents publishing selected agent journeys to ChatGPT.Vendor-reported
| |
| Social messaging | Vendor-documented Gorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook. 1 cited claim for social messaging on Gorgias AI AgentGorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook.Vendor-reported
| Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Help desks | ||
| Zendesk | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Salesforce | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| ServiceNow | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Freshdesk | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Intercom | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| HubSpot | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Kustomer | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Gorgias | Vendor-documented Gorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook. 1 cited claim for gorgias on Gorgias AI AgentGorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook.Vendor-reported
| Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Gladly | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Help Scout | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Front | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
| Microsoft Dynamics 365 | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. | Not established No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability. |
Change history
Open the changelogEvery change to this record is in the public changelog, with what it changed and why.
· Structure
Channels and help desks become evidence rows, and records gain bylines
Gorgias AI Agent: 6 evidence states moved
- Channel · Web and in-app chatNot established→Vendor-documented
- Channel · EmailNot established→Vendor-documented
- Channel · SMSNot established→Vendor-documented
- Channel · WhatsAppNot established→Vendor-documented
- Channel · Social messagingNot established→Vendor-documented
- Help desk · GorgiasNot established→Vendor-documented
Sierra: 5 evidence states moved
- Channel · Web and in-app chatNot established→Vendor-documented
- Channel · EmailNot established→Vendor-documented
- Channel · Voice and phoneNot established→Vendor-documented
- Channel · SMSNot established→Vendor-documented
- Channel · WhatsAppNot established→Vendor-documented
· Catalog
Launch: 22 AI customer service agents and 532 claims, every one sourced and dated
Gorgias AI Agent: Added to the catalog with 26 claims and 7 rows with evidence.
Sierra: Added to the catalog with 23 claims and 9 rows with evidence.
Recorded before launch
Notes the profile carried when it went live, from research before launch.
Gorgias AI Agent: Added the Gorgias Shopify App Store aggregate rating (4.3 across 705 reviews). The record quoted individual reviewers but not the aggregate, while another record in the catalog carried one, so the two were not documented to the same depth. Source
Sierra: Added editorial product positioning with its scope, rationale, and vendor source. Source
Sierra: Rechecked public sources; replaced broad fit verdict evidence with specific deployment examples and evaluation conditions. Removed unverified attribution, relayed marketing treated as independent confirmation, and business-size exclusions without evidence.