Who AI recommends, and when it changes.
Data as of Apr 24, 2026 · Based on 140 AI answers · A buyer need in IT Helpdesk and IDP Platforms. · See how Parse measures this
Recommendation share
Freshworks leads at 26% of AI recommendations; Zoho follows at 17%.
Why here: Frequently recommended for its generous free tier (up to 10 agents) and intuitive interface ideal for growing SMBs. · 3 sources
Why here: Praised for its free plan for up to 3 agents, email ticketing, and strong integration within the Zoho ecosystem. · 3 sources
Why here: Free, ad-supported IT helpdesk with unlimited agents, built specifically for IT teams. · 3 sources
wins on cost vs Jira Service Management
Why here: Jira Service Management's free plan appeals to IT teams needing ITIL-aligned processes and developer integrations. · 3 sources
wins on target audience vs Zendesk
Why here: Open-source self-hosted alternative to Zendesk, valued for privacy and no licensing costs. · 3 sources
Why here: Cloud helpdesk with a free tier, noted for its Microsoft Teams integration for ticket management. · 2 sources
Why here: Modern, open-source helpdesk with omnichannel support and strong permission settings. · 2 sources
loses on overall recommendation vs GLPI
Why here: Free self-hosted ticketing system, though AI notes hidden costs of server maintenance. · 1 source
wins on complexity vs GLPI
Why here: Free ticketing with unlimited users, ideal for teams already using HubSpot CRM. · 3 sources
By platform
Platforms disagree: Freshworks leads on Google AI Overviews, Zoho on ChatGPT.
Buyer needs that sit next to this one in the same market.
Where a different pick wins:
FreeScoutAI positions FreeScout as the best overall pick when data privacy and eliminating all software costs are the top priorities. · 2 sources
Designed as a chat-native system that handles internal IT and HR requests directly inside Slack, making it the go-to for Slack-centric teams. · 1 source
Desk365Desk365 allows agents to manage tickets without leaving Teams, a key differentiator for organizations standardized on Microsoft 365. · 1 source
HiverHiver turns Gmail threads into tickets directly within the Gmail interface, minimizing workflow disruption for teams already in Google Workspace. · 1 source
GLPiGLPi combines helpdesk ticketing with a CMDB and detailed IT asset management, suiting teams that need a unified ITSM platform. · 1 source
HelpSpotHelpSpot charges a simple per-agent flat rate for all features, attractive for teams wanting predictable costs. · 1 source
Representative prompts behind this market ranking, and how AI tends to answer.
“What is the best help desk software?”
AI surfaces a range of options, with Freshdesk,
“I need a simple IT helpdesk and ticketing system that's free or very cheap for a small IT department.”
The answer leans heavily on Freshdesk's generous free tier,
“What is the best IT helpdesk and ticketing system that is free or very cheap for a small IT department of 2-3 people?”
For teams of exactly 2-3, AI recommends
“The problem is, our support queue is a mess. What's the best IT helpdesk system that is built for Slack?”
AI zeroes in on 
Siit“Best support platform that scales from chat to tickets?”
Freshdesk is the most frequently named option for scaling from chat to full ticketing, often mentioned alongside Intercom for conversational support.
Spiceworks
