Detailed sources and methodology for all claims made in our competitive comparison table.
Last Updated: March 12, 2026
All data is based on publicly available information and official pricing pages as of the update date.
The homepage native-selling comparison component renders directly from this matrix.
Verified as of: February 6, 2026
| Capability | Garrio | Gorgias | Commslayer | Shopify Inbox | Re:amaze | Zendesk | Tidio |
|---|---|---|---|---|---|---|---|
Can AI add products to cart in-chat Native cart mutation during a shopper conversation, not just product recommendations or links. | Yes Yes • OOTB Native in-chat selling flow is available out of the box. Sources: garrio_native_selling_validation | Yes Yes • Config Available through Convert/chat setup; custom storefront behavior can require extra implementation. Sources: gorgias_convert_setup, gorgias_convert_dev_doc | Not documented Not documented • N/A Published actions focus on existing orders, not storefront cart-add actions. Sources: commslayer_ai_actions | Not documented Not documented • N/A Official docs emphasize messaging, product links, and discounts. Sources: shopify_inbox_manual | Not documented Not documented • N/A Re:amaze docs highlight recommendations and support workflows, not direct in-chat cart mutation. Sources: reamaze_shopping_assistant | No No • N/A Official Shopify integration is support-context focused rather than storefront cart actions. Sources: zendesk_shopify_integration | Yes Yes • Config Documented in Shopify flow setup; requires flow configuration. Sources: tidio_shopify_flows |
Can AI fully checkout for a customer Autonomous order placement and payment completion, not just guidance back to checkout. | Yes Yes • OOTB Designed to execute native selling flows end-to-end out of the box. Sources: garrio_native_selling_validation | Not documented Not documented • N/A Public docs show checkout-page chat and cart workflows, but no explicit autonomous payment execution. Sources: gorgias_checkout_chat | No No • N/A Action set is centered on post-purchase operations and order edits. Sources: commslayer_ai_actions | No No • N/A Inbox supports sales assistance but checkout completion remains customer-driven. Sources: shopify_inbox_manual | No No • N/A Re:amaze supports draft orders/invoices, not autonomous payment completion. Sources: reamaze_draft_orders | No No • N/A Zendesk Shopify integration is oriented to support operations and context. Sources: zendesk_shopify_integration | Not documented Not documented • N/A Public docs focus on cart assistance and recovery flows rather than autonomous payment execution. Sources: tidio_shopify_flows |
What it takes to launch native selling behavior Effort level reflects go-live requirements: OOTB, configuration, or developer work. | OOTB Yes • OOTB Install and activate. Sources: garrio_native_selling_validation | Config (+ occasional dev) Partial • Config Convert and chat setup is required; custom storefronts can need implementation work. Sources: gorgias_convert_setup, gorgias_convert_dev_doc | Config / Dev Partial • Dev Standard AI actions are configurable; custom behavior relies on webhooks. Sources: commslayer_ai_setup, commslayer_ai_actions | OOTB (messaging only) Partial • OOTB Fast setup for chat assistance, but no documented native selling execution. Sources: shopify_inbox_setup | Config Partial • Config Automation and shopping assistant require setup configuration. Sources: reamaze_chat_widget, reamaze_shopping_assistant | Config Partial • Config Integration is straightforward for support workflows, not native in-chat selling. Sources: zendesk_shopify_integration | Config Partial • Config Selling-related behavior depends on flow configuration. Sources: tidio_shopify_install, tidio_shopify_flows |
All data sourced from official company reports, industry benchmark studies, and publicly available performance metrics as of 2024.
Target benchmark based on industry-leading performance standards. Top 5% of companies respond within 2 minutes according to 2024 benchmarks.
Source: Gorgias Customer Service Statistics 2024 - Official company benchmark data.
Based on typical help desk performance and Re:amaze's response time reporting features. Actual times vary by team size and configuration.
Source: Industry benchmark studies show average customer support response time of 7 hours 4 minutes across all platforms.
Source: Industry benchmark for exceptional live chat first response time. Tidio's Lyro AI resolves up to 64% of inquiries automatically.
Calculated based on AI deflection rates and done-for-you capabilities. Average customer service interaction takes 15 minutes to resolve.
Complete done-for-you service means up to 100% time savings for merchants. Human agents handle all interactions on your behalf.
Source: Gorgias AI Agent automation guide - AI Agent can “automate 60%+ of support” with some implementations reaching 30-60% deflection rates.
Source: Tidio official website - Lyro AI “automates 67% of conversations” with resolution rates up to 70% for common questions.
Source: Zendesk Answer Bot metrics - Answer Bot achieves “6% resolution rate for incoming tickets” on average.
Re:amaze offers basic chatbots (Hello Bot, FAQ Bot, Order Bot) but no comprehensive AI deflection data available. Focus on workflow automation rather than AI-powered ticket resolution.
Based on free tier offering for new Shopify merchants.
Source: Gorgias Pricing Page
Ticket-based pricing (not per seat). Basic: $60/month (300 tickets). Pro: $360/month or $300/annual (2000 tickets). Advanced: $900/month or $750/annual (5000 tickets). Includes up to 500 agent seats on paid plans.
Source: Re:amaze Pricing Page
User-based pricing: Basic $29/user, Pro $49/user, Plus $69/user. Volume-based Starter: $59/month (500 conversations, unlimited users).
Source: Zendesk Pricing Page
Suite Team: $55/agent/month (annual). Growth: $89/agent. Professional: $115/agent. Support-only plans start at $19/agent/month.
Source: Tidio Pricing Page
Free plan: 50 unique visitor interactions/month with Lyro AI. Paid plans: Starter $29/month, Communicator $25/seat, Chatbots $29/month.
Important distinction: Competitors use different pricing models that significantly impact total costs.
Essentials plan includes both AI and human agents
Up to 500 seats included, no per-agent fees
Must pay for each agent using the platform
Chatbot plans are flat-rate, Communicator plan is per-seat
Competitive pricing model designed to be more affordable than established platforms.
Calculated from $0.40 per ticket on Starter plan, adjusted for volume.
Estimated based on plan pricing and included conversation limits.
Zendesk uses agent-based pricing rather than per-conversation billing.
Estimated from paid plan pricing and conversation allowances.
All ratings sourced from official Shopify App Store pages as of 3/12/2026.
Note: As a new app, rating is projected based on early user feedback and beta testing results.
Source: Gorgias App Store Page
Based on 558 reviews, 21,027 store installations as of July 2025
Source: Re:amaze App Store Page
Based on 185 reviews as of July 2025
Source: Zendesk App Store Page
Based on 161 reviews, 23,650 store installations as of July 2025
Source: Tidio App Store Page
Based on 814 reviews, 31,739 store installations as of July 2025
This claim is based on Garrio's done-for-you support service, where human agents handle all customer interactions on your behalf.
Includes done-for-you human agent service
Require you to handle escalated queries yourself or hire agents separately
Comparison of native Shopify integration capabilities for order management. Research conducted July 2025.
Analysis of automated escalation and human handoff capabilities. Research conducted July 2025.
Sources: Industry research on escalation management and automated customer service handoffs. Most platforms provide AI-to-human handoff but require merchants to staff their own support teams.
Includes free migration assistance as part of onboarding
Based on typical enterprise migration service pricing
Our ROI calculations use industry-standard fully loaded costs for customer service agents, not just base wages.
Source: Bureau of Labor Statistics (BLS) - Customer Service Representatives median hourly wage, May 2024 data (wages only, excludes benefits)
Industry standard for employment taxes, health insurance, PTO, and other benefits. Aligns with BLS ECEC data showing benefits are 29.7% of total compensation costs.
Based on industry research showing fully loaded costs are 2-2.5x base wage. Includes supervision (10:1 agent-to-supervisor ratio), training, HR, facilities, technology, and other indirect costs.
Sources: Strategic Contact "Cost Structure and Distribution in Today's Contact Centers"; RDI Corporation "True Cost of Operating a Contact Center"; Industry benchmarks showing all-in hourly rates of $30-40+ for agents paid $15-20/hour base
$20.59 × 1.30 (benefits) × 1.40 (management) = $37.48 fully loaded cost per hour
We strive for transparency and accuracy. If you have questions about any of our comparison data or sources, please reach out.
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