Compare platforms by the tickets they resolve, the systems they connect to and the total cost. Start with whether you are keeping your current helpdesk.
Keeping your helpdesk? Compare Fin, Decagon, Sierra and Ada. Replacing it? Compare Richpanel, Zendesk, Gorgias and Intercom. Test required actions, approval controls and handoffs before choosing.
Richpanel includes AI and a helpdesk. Voice connects through partners such as Aircall, Dialpad and JustCall.
Build your shortlist around ticket types, required integrations and the work your team wants to stop doing manually.
Vendor-written guides can help identify options. These are examples, not independent product tests: Fin’s chatbot comparison, [1], Gorgias publishes a Gorgias-versus-Richpanel comparison, [2]
Ask every shortlisted vendor to use the same test tickets. Include edge cases and requests requiring human approval.
Use the linked sources to check capabilities and pricing before shortlisting.
You can add AI from your current vendor, connect a separate agent or replace the helpdesk and AI together.
Use your helpdesk’s AI. Keep familiar workflows and test whether its AI handles the requests you need. Include seats and AI usage in the quote.
Connect a separate agent. Products such as Decagon, Sierra and Ada work with existing support systems. Check data access, permitted actions and handoffs.
Replace the helpdesk and AI together. Richpanel provides both. Compare the improvement against migration and training effort. See best AI agents for customer support.
A published automation rate and a starting price are not enough to forecast your results.
Check how each vendor counts a resolution. Customer silence can mean satisfaction or abandonment. Test your own requests and track reopened tickets. See AI chatbot vs. AI agent. [3]
Include platform fees, seats, AI usage and minimum commitments in every quote. Richpanel human seats cost $99/month on an annual commitment, plus AI at about $0.20 per conversation with a $200/month AI minimum. Confirm competitor pricing for your plan and volume. [4]
Use your ticket mix and systems to set priorities. Focus on the gaps your team needs to close.
Test 100 recent tickets. Count completed requests, incorrect answers and handoffs separately. Agree how reopened and abandoned conversations count.
Test an address change or subscription pause in your systems. Check policy rules, approval permissions and the result.
Can your team write tests and inspect failures? Confirm who reviews live work and approves changes. Read: AI hallucination defense
Model normal and peak volume. Include seats, AI usage, implementation, channel fees and minimum commitments. Check which events trigger charges.
Request a rollout plan covering connections, testing, training and cutover. Ask who owns each step and what can delay it. [5]
Ask for customer references with similar ticket volume and systems. Review security reports, access controls and service commitments. audit reports (SOC 2, HIPAA-audited, GDPR)
Check email, chat, social, SMS and phone requirements. Confirm which channels are built in, partner-provided or separately charged.
Set priorities before testing. This is a qualitative comparison, not a weighted numerical ranking.
Original research: June 2026. Use the linked official pages to confirm required features and current pricing.
| Platform | What you keep | Resolution and actions | AI pricing model | Evidence to request | Channels and voice |
|---|---|---|---|---|---|
| Richpanel | AI-native helpdesk (agent + helpdesk in one) | Automatic replies or drafts for approval; actions within your rules | $99/human seat/month annually + ~$0.20/AI conversation; $200/month AI minimum | 3,000+ brands; request a similar-volume reference | Email, chat, social, SMS; voice via Aircall/Dialpad/JustCall |
| Intercom Fin | Fin with Intercom or another helpdesk | Autonomous resolution over knowledge plus structured Actions | From $0.99/outcome; seats extra with Intercom helpdesk | Reference using your channels and integrations | Chat, email, in-app strong; social via add-ons |
| Decagon | Agent connected to your existing systems | Resolves requests and takes actions; tests your team can manage | Custom quote; confirm minimum and outcome definition | Reference with comparable systems and volume | Confirm digital and voice coverage |
| Sierra | Agent connected to your existing systems | Automated actions; confirm test-editing permissions | Outcome-based custom quote; confirm minimum | Reference with comparable systems and volume | Confirm digital and voice coverage |
| Zendesk AI | Zendesk helpdesk and AI | AI agents and agent-assist tools; test your use cases | Seats, AI usage and optional add-ons; request full quote | Reference with similar routing and permissions | Messaging, email and voice; confirm plan and usage fees |
| Gorgias AI | Ecommerce helpdesk and AI | AI Agent answers and some actions; deep native Shopify | Ticket plan plus AI usage; confirm allowance treatment | Reference using your ecommerce apps | Email, chat, social with deep ecom app ecosystem |
| Ada | AI agent connected to support systems | Autonomous resolution tuned for very high volume | Outcome/volume-based, contact sales | Confirm contract minimum and reference fit | Voice, messaging and email; confirm requirements |
Original research: June 2026. Confirm required features and current pricing. Corrections: amit@richpanel.com
Use the table to narrow your options. Confirm the required actions, approval controls and total cost in a trial.
Compare fit and the work needed to make each product useful.
Best fit: Teams already using Intercom for chat and product messaging. Fin can also run with another helpdesk. Check: required actions, channel charges and handoff quality. Pricing starts at $0.99 per outcome; Intercom helpdesk seats cost extra when used. best Intercom Fin alternatives
Best fit: Teams keeping their helpdesk and connecting AI to several business systems. Check: integration work, who maintains tests and the full implementation quote. Request a reference with similar tickets and volume. Richpanel vs. Decagon comparison
Best fit: Teams adding an AI agent while keeping their helpdesk. Check: the outcome definition, contract minimum, implementation scope and who can edit tests. Ask for a reference with similar systems. Richpanel vs. Sierra comparison
Best fit: Teams needing routing, permissions and integrations across several support groups. Check: AI performance on your tickets and the combined quote for seats, AI, QA and Copilot. Confirm which features your plan includes. Richpanel vs. Zendesk comparison, best customer service software shortlist
Best fit: Shopify teams whose daily work depends on ecommerce integrations. Check: support for your exact apps and actions. The helpdesk uses ticket-based plans; confirm AI charges and how AI conversations count toward the ticket allowance. Richpanel vs. Gorgias comparison, best AI customer service software for Shopify
Best fit: Enterprise teams serving customers across languages and channels, including voice. Check: quality in each required language, supported actions, implementation work and contract minimums. Request a quote for your volume.
Best fit: Teams replacing their helpdesk to resolve repetitive tickets and review AI changes themselves.
Richpanel human seats cost $99/month on an annual commitment, plus AI at about $0.20 per conversation with a $200/month AI minimum.
Check: your integrations, migration scope and approval rules. Voice uses partner integrations.
Guarantee: 50% of eligible conversations resolved automatically within 30 days. On a miss, eligible customers get every dollar back. pricing page, Aeons case study, [6]
Choose based on your ticket mix, required systems and the work your team needs to automate.
Test your shortlist on the same tickets so you can compare results.
Use the same tickets and cost assumptions for each vendor. For a detailed checklist, see: 40-question vendor RFP template
Review correct answers, incorrect answers and handoffs separately. Walk through the failures with your team.
Ask how unresolved, reopened and abandoned conversations affect the reported rate.
Include seats, AI usage, minimums and required add-ons. Confirm billable events and model normal and peak volume.
Use a test order to demonstrate an address change. Check permissions, policy checks and the result in your order system.
Can your team write the test cases and see every regression, or is it a vendor score you cannot inspect? Sampled QA, or every conversation reviewed?
Ask for references with similar volume and systems. Review relevant security reports and access controls.
Check these limits before making a shortlist.
Agree on a test sample, success measures and the total cost before signing.
AI customer service software covers helpdesks, agent-assist tools and autonomous agents. An agent can answer and take permitted actions. Decide whether you need to keep or replace your helpdesk before comparing.
Several products support actions as well as answers. Test a sample of your own tickets and count completed requests, handoffs and failures separately. Do not forecast from a vendor’s headline rate.
Add seats or ticket-plan fees to AI usage and any required add-ons. Richpanel human seats cost $99/month on an annual commitment, plus AI at about $0.20 per conversation with a $200/month AI minimum. Fin can run on another helpdesk without Intercom seats; your existing helpdesk costs still apply.
Consider Decagon or Sierra when you want to keep your helpdesk. Consider Richpanel when you want to replace it. Compare required actions, approval controls, references and the full quote.
Keeping your helpdesk reduces migration work. Replacing it may improve daily work for both AI and people. Test the expected benefit against integration, training and switching costs.
AI can answer questions, check records and take allowed actions such as address or subscription changes. It can also prepare drafts for your team. Models can make mistakes, so test permissions, handoffs and reviews.
Look for completed requests, safe actions, clear handoffs and a total cost you can model. Your team should be able to inspect failures and review changes before increasing autonomy.
References below support the article. Official product and pricing pages are linked in the table.
Version history: September 2026 language revision. Original comparison research: June 2026. Selected descriptions checked against official pages. Confirm required features and current quotes.
Book a 30-minute demo using your tickets, policies and systems. Review completed work and handoffs before planning a pilot.
Click here to book my 30-min demo →