--- pair: gorgias-vs-yellow-ai page_url: https://ai-agent.review/compare/gorgias-vs-yellow-ai record_url: https://ai-agent.review/compare/gorgias-vs-yellow-ai.md agents: [gorgias, yellow-ai] tested_performance: not-yet-tested facts_checked_at: 2026-09-20 --- # Gorgias AI Agent vs Yellow.ai Comparing **Gorgias AI Agent** (Gorgias, https://ai-agent.review/agents/gorgias.md) and **Yellow.ai** (Yellow.ai, https://ai-agent.review/agents/yellow-ai.md). Source-based review. This portal has not run a hands-on benchmark, so nothing here reports observed performance. No record contains a score, a rating or a benchmark result, and none will until the agents have actually been tested. Facts last checked 20 Sept 2026, the earlier of the two records. ## Fit comparison Each state describes what the reviewed sources establish about a workflow, not whether the product is good at it. Vendor-documented means the vendor documents the workflow. External report means a source outside the vendor discusses it. Caveat documented means a cited source describes a limitation or failure in a specific context; read it alongside any capability evidence. Not established means the reviewed sources do not settle it, which is not the same as the product being unable to do it. States are derived from the cited claims below, never stored. | Area | Gorgias AI Agent | Yellow.ai | | --- | --- | --- | | Billing | Not established | Not established | | Orders | External report | Not established | | Returns | Vendor-documented | Not established | | Product questions | Vendor-documented | Vendor-documented | | Account issues | Not established | Not established | | Complaints | Not established | Not established | | Human handoff | Vendor-documented | Vendor-documented | | Small businesses | Caveat documented | Vendor-documented | | Mid-market | Not established | Not established | | Enterprise | Not established | External report | Evidence for each verdict is listed per agent below. ### Gorgias AI Agent: fit evidence ### Billing — Not established No public source was found that settles this. ### Orders — External report - **Vendor capability:** Gorgias 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, checked 20 Sept 2026; source: [AI Agent Actions: make changes to Shopify orders](https://helpcenter.gorgias.com/en-US/ai-agent-actions-make-changes-to-shopify-orders-757792); claim id: `gorgias-fit-orders-vendor`)_ - **Independent report:** 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, published 19 Aug 2026, checked 20 Sept 2026; source: [Gorgias: AI, Helpdesk & Chat — Shopify App Store reviews](https://apps.shopify.com/helpdesk/reviews?page=2); claim id: `gorgias-fit-orders-indep`)_ > 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. ### Returns — Vendor-documented - **Vendor capability:** Gorgias 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, checked 20 Sept 2026; source: [AI Agent action: send Loop Returns portal deep link](https://helpcenter.gorgias.com/en-US/ai-agent-action-send-loop-returns-portal-deep-link-757795); claim id: `gorgias-fit-returns-vendor`)_ > 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. ### Product questions — Vendor-documented - **Vendor capability:** Gorgias 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, checked 20 Sept 2026; source: [How Gorgias's AI Agent works](https://helpcenter.gorgias.com/en-US/how-gorgiass-ai-agent-works-1997817); claim id: `gorgias-fit-productq-vendor`)_ > 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. ### Account issues — Not established No public source was found that settles this. ### Complaints — Not established No public source was found that settles this. ### Human handoff — Vendor-documented - **Vendor capability:** Gorgias 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, checked 20 Sept 2026; source: [Customize how AI Agent hands over to your team](https://docs.gorgias.com/en-US/customize-how-ai-agent-hands-over-to-your-team-6008591); claim id: `gorgias-fit-handoff-vendor`)_ > Handover configuration differs by channel: email and SMS expose customer-notification settings, while chat adds confirmation prompts, wait-time messaging and email capture. ### Small businesses — Caveat documented - **Vendor capability:** Gorgias 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, checked 20 Sept 2026; source: [Gorgias pricing](https://www.gorgias.com/pricing); claim id: `gorgias-fit-small-vendor`)_ - **Independent report of failure:** 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, published 31 Jul 2026, checked 20 Sept 2026; source: [Gorgias reviews on Trustpilot](https://www.trustpilot.com/review/gorgias.com); claim id: `gorgias-fit-small-fail`)_ > 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. ### Mid-market — Not established No public source was found that settles this. ### Enterprise — Not established No public source was found that settles this. ### Yellow.ai: fit evidence ### Billing — Not established No public source was found that settles this. ### Orders — Not established No public source was found that settles this. ### Returns — Not established No public source was found that settles this. ### Product questions — Vendor-documented - **Vendor capability:** Yellow.ai documents a knowledge base tool that indexes a website or uploaded document set so the agent can answer from that content. _(Vendor-reported, checked 20 Sept 2026; source: [Knowledge base tool (Yellow.ai docs)](https://docs.yellow.ai/docs/nexus/build/tools/knowledge-base); claim id: `yellow-ai-fit-kb-vendor`)_ > Supported source formats and ingestion limits are not stated on the public documentation page. ### Account issues — Not established No public source was found that settles this. ### Complaints — Not established No public source was found that settles this. ### Human handoff — Vendor-documented - **Vendor capability:** Yellow.ai documents two escalation tools: Escalate to Agent, which routes chat into Inbox queues with round-robin, least-busy or specific-group assignment and passes a conversation summary to the human agent, and Transfer Call, which forwards voice calls over PSTN or SIP with custom headers for context. _(Vendor-reported, checked 20 Sept 2026; source: [Escalation (Yellow.ai docs)](https://docs.yellow.ai/docs/nexus/build/tools/escalation); claim id: `yellow-ai-fit-handoff-vendor`)_ > The escalation documentation notes routing rules cannot name a tool, so escalation must be triggered from the agent's instructions rather than routing logic, and warns that malformed SIP headers can drop calls during voice transfer. Both are authoring constraints with documented workarounds rather than capability gaps. ### Small businesses — Vendor-documented - **Vendor capability:** Yellow.ai offers a self-serve free tier limited to one agent, limited channels and 1,000 records, including 500 resolutions per month before per-resolution charges apply. _(Vendor-reported, checked 20 Sept 2026; source: [Yellow.ai pricing](https://yellow.ai/pricing/); claim id: `yellow-ai-fit-small-vendor`)_ > One Capterra reviewer describes the platform as pricey relative to other AI-powered solutions, which bears on affordability beyond the free tier. ### Mid-market — Not established No public source was found that settles this. ### Enterprise — External report - **Vendor capability:** Yellow.ai publishes an Enterprise tier with unlimited agents, unlimited chat sessions, access to all channels and SOC 2, GDPR and ISO compliance, priced by quote. _(Vendor-reported, checked 20 Sept 2026; source: [Yellow.ai pricing](https://yellow.ai/pricing/); claim id: `yellow-ai-fit-enterprise-vendor`)_ - **Independent report:** A Capterra reviewer reports achieving 50% ticket deflection with 95% customer satisfaction using the platform. _(Independent report, checked 20 Sept 2026; source: [Yellow.ai reviews (Capterra)](https://www.capterra.com/p/194013/Yellow-Messenger/); claim id: `yellow-ai-fit-enterprise-indep-deflection`)_ - **Independent report:** A regional platforms lead in telecommunications reviewing on Capterra cites the platform's core strength in South East Asian regional languages and dialects. _(Independent report, checked 20 Sept 2026; source: [Yellow.ai reviews (Capterra)](https://www.capterra.com/p/194013/Yellow-Messenger/); claim id: `yellow-ai-fit-enterprise-indep-language`)_ ## Product information | Attribute | Gorgias AI Agent | Yellow.ai | | --- | --- | --- | | 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, checked 20 Sept 2026) | Delivered as a cloud platform; no self-hosted or on-premises option is published on the pricing page. (Vendor-reported, checked 20 Sept 2026) | | Channels | Gorgias states the AI Agent operates in its omnichannel inbox covering email, chat, SMS, WhatsApp, Instagram and Facebook. (Vendor-reported, checked 20 Sept 2026) | Documentation lists 24 configurable channels including WhatsApp, web widget, email, SMS, Instagram, Facebook Messenger, Microsoft Teams, Slack, Telegram, Viber, Line, Zalo, Apple Business Chat and Google Business Messages, while the pricing page markets 35 or more channels on paid tiers. (Vendor-reported, checked 20 Sept 2026) | | 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, checked 20 Sept 2026) | Yellow.ai states its agents interact in over 135 languages. (Vendor-reported, checked 20 Sept 2026) | | 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, checked 20 Sept 2026) | Documented help desk and CRM integrations include Freshdesk, Freshservice, ServiceNow, Zendesk, Salesforce Service Cloud, HubSpot, Microsoft Dynamics 365 and Zoho CRM, with live-agent handoff connectors for Zendesk, Salesforce, ServiceNow, Genesys Cloud, Intercom and Amazon. (Vendor-reported, checked 20 Sept 2026) | | 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, checked 20 Sept 2026) | The agent answers from a knowledge base tool that indexes a website or a document set uploaded to Yellow.ai's Knowledge Hub; public documentation does not enumerate supported formats or ingestion limits. (Vendor-reported, checked 20 Sept 2026) | | 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, checked 20 Sept 2026) | Through Freshdesk the agent can create and update tickets, fetch details, modify forms, retrieve agent info, create notes and add watchers; through ServiceNow it can update tickets and access FAQ repositories; and through Salesforce, HubSpot, Dynamics 365 and Zoho it can create leads and opportunities. (Vendor-reported, checked 20 Sept 2026) | | 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, checked 20 Sept 2026) | An Escalate to Agent tool places chat conversations in Inbox queues with configurable priority and assignment and delivers a conversation summary to the human agent, plus a Transfer Call tool for PSTN forwarding or SIP transfer on voice. (Vendor-reported, checked 20 Sept 2026) | | 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, checked 20 Sept 2026) | Positions itself as an enterprise-grade agentic AI platform trusted by more than 650 brands, while also offering a self-serve free tier for single-agent use. (Vendor-reported, checked 20 Sept 2026) | | 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, checked 20 Sept 2026) | Yellow.ai states one customer automates more than 70% of customer interactions and another reached a 50% deflection rate within six weeks. (Vendor-reported, checked 20 Sept 2026) | Full source links for each attribute are in the per-agent records linked above. ## Industry comparison An industry state says where the cited sources place the product, not how well it performed there. The same four states and the same rubric apply. Industry entries cite claims published in the agent's own record, by id, so a source is never stored twice and the two copies can never disagree. An industry with no entry is unknown, which is a gap in the public record rather than a finding. | Industry | Gorgias AI Agent | Yellow.ai | | --- | --- | --- | | Retail and e-commerce | External report | Not established | | Financial services | Not established | Not established | | Telecommunications | Not established | External report | | Travel and hospitality | Not established | Not established | | Healthcare | Not established | Not established | | Public sector and education | Not established | Not established | | Logistics and delivery | Caveat documented | Not established | Evidence for each industry is listed per agent below. ### Gorgias AI Agent: industry evidence ### Retail and e-commerce — External report - 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, checked 20 Sept 2026; source: [Gorgias pricing](https://www.gorgias.com/pricing); claim id: `gorgias-cmp-targetsize`)_ - 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, published 19 Aug 2026, checked 20 Sept 2026; source: [Gorgias: AI, Helpdesk & Chat — Shopify App Store reviews](https://apps.shopify.com/helpdesk/reviews?page=2); claim id: `gorgias-fit-orders-indep`)_ > 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. ### Financial services — Not established No reviewed source places this product in this industry. ### Telecommunications — Not established No reviewed source places this product in this industry. ### Travel and hospitality — Not established No reviewed source places this product in this industry. ### Healthcare — Not established No reviewed source places this product in this industry. ### Public sector and education — Not established No reviewed source places this product in this industry. ### Logistics and delivery — Caveat documented - Gorgias 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, checked 20 Sept 2026; source: [AI Agent Actions: make changes to Shopify orders](https://helpcenter.gorgias.com/en-US/ai-agent-actions-make-changes-to-shopify-orders-757792); claim id: `gorgias-weak-3pl-sync`)_ > 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. ### Yellow.ai: industry evidence ### Retail and e-commerce — Not established No reviewed source places this product in this industry. ### Financial services — Not established No reviewed source places this product in this industry. ### Telecommunications — External report - A regional platforms lead in telecommunications reviewing on Capterra cites the platform's core strength in South East Asian regional languages and dialects. _(Independent report, checked 20 Sept 2026; source: [Yellow.ai reviews (Capterra)](https://www.capterra.com/p/194013/Yellow-Messenger/); claim id: `yellow-ai-fit-enterprise-indep-language`)_ > The only independent source placing Yellow.ai in a sector is a Capterra reviewer working in telecommunications, writing about regional language coverage. One reviewer, on one dimension. ### Travel and hospitality — Not established No reviewed source places this product in this industry. ### Healthcare — Not established No reviewed source places this product in this industry. ### Public sector and education — Not established No reviewed source places this product in this industry. ### Logistics and delivery — Not established No reviewed source places this product in this industry. ## Gorgias AI Agent: evidence base The independent evidence behind these states comes mainly from other independent sources. Independent sources behind these verdicts: apps.shopify.com, trustpilot.com. By kind: other independent sources (1), end-user review sites (1). Verdicts across agents are not directly comparable while the evidence behind them comes from different kinds of source. See https://ai-agent.review/methodology#evidence-asymmetry. ## Yellow.ai: evidence base The independent evidence behind these states comes mainly from practitioner forums and buyer reviews. Independent sources behind these verdicts: capterra.com. By kind: practitioner forums and buyer reviews (2). Verdicts across agents are not directly comparable while the evidence behind them comes from different kinds of source. See https://ai-agent.review/methodology#evidence-asymmetry. ## Corrections Factual corrections with a public source are accepted at corrections@ai-agent.review and answered within 14 days. Method: https://ai-agent.review/methodology