Original research · Which help desk software does AI recommend to small businesses?
How often AI recommends osTicket
We asked Claude 25 buyer questions about help desk software for small business, on 3 separate days. Here is where osTicket came up, and who was named instead.
Data collected 1 November – 2 November 2026 · 75 answers · Claude with web search · run 3 of 3
osTicket at a glance
- Named in
- 10.7%8 of 75 answers
- Rank
- #15of 36 help desks named
- Average position
- 8.6where it appears in the list
- Site read
- 0%answers that read osticket.com
Against the most named
Share of all 75 answers that named each help desk.
osTicket10.7%
Help Scout90.7%
Freshdesk78.7%
Zendesk78.7%
Question by question
Each question was asked once per run. “Most named” is the help desk the answers to that question named most often, other than osTicket.
| Question | Type | osTicket | Most named |
|---|---|---|---|
| What's the best help desk software for a small business? | shortlist | Not named | Freshdesk |
| Which customer support tool should a 5-person support team use? | shortlist | Not named | Help Scout |
| What are the top help desk tools for small businesses in 2026? | shortlist | Named 1 of 3 · best #11 | Help Scout |
| Best ticketing system for a small company that's outgrowing a shared Gmail inbox | shortlist | Not named | Help Scout |
| What customer service software do most small online businesses use? | shortlist | Not named | Gorgias |
| Best free help desk software for a small business | constraint | Named 3 of 3 · best #6 | Zoho Desk |
| Best shared inbox tool for a small team answering customer emails | constraint | Not named | Help Scout |
| Best help desk for a small Shopify store | constraint | Not named | Gorgias |
| Best help desk with live chat for a small business website | constraint | Not named | Tidio |
| Best customer support software with an AI chatbot that answers questions from our help docs | constraint | Not named | Intercom |
| Best help desk with a built-in knowledge base for a small company | constraint | Not named | Help Scout |
| Best help desk for a small business that handles a lot of phone calls | constraint | Not named | LiveAgent |
| Best help desk that works inside Gmail for a small team | constraint | Not named | Hiver |
| Cheapest good help desk for a small team, ideally under $20 per agent per month | constraint | Named 2 of 3 · best #6 | Zoho Desk |
| Best customer support tool for a small B2B SaaS startup | constraint | Not named | Plain |
| What are the best alternatives to Zendesk for a small business? | alternatives | Named 1 of 3 · best #11 | Zendesk |
| Intercom is getting too expensive. What support tool should a small company switch to? | alternatives | Not named | Intercom |
| Alternatives to Freshdesk for a small support team | alternatives | Named 1 of 3 · best #12 | Freshdesk |
| Zendesk vs Freshdesk for a small business | comparison | Not named | Freshdesk |
| Help Scout vs Zendesk for a small team | comparison | Not named | Help Scout |
| Gorgias vs Zendesk for a small ecommerce store | comparison | Not named | Gorgias |
| Is Freshdesk's free plan good enough for a small business? | validation | Not named | Freshdesk |
| Is Zendesk worth it for a small business? | validation | Not named | Zendesk |
| Is Zoho Desk good for small businesses? | validation | Not named | Zoho Desk |
| I run a 15-person online store selling home goods and my 3 support people answer everything from one Gmail inbox, plus Instagram DMs and the occasional phone call. What help desk would you recommend and why? | shortlist | Not named | Gorgias |
By kind of question
| Question type | Answers naming osTicket |
|---|---|
| Shortlist | 6% |
| Constraint | 17% |
| Alternatives | 22% |
| Comparison | 0% |
| Validation | 0% |
Want to move this number?
We run this check for osTicket across ChatGPT, Perplexity, Gemini and Google AI Overviews, show why the leaders get chosen, and fix what keeps you out of the answers. The full method is in the report.