When asked for the best error monitoring tool, 6 AI assistants named 8 brands between them this month. Rollbar was named most often, followed by Sentry and Bugsnag. 2 brands were named by every assistant that answered: Rollbar, Sentry.
Who named whom
| Brand | ChatGPT | Perplexity | Claude | Grok | DeepSeek | Cohere | Named by |
|---|---|---|---|---|---|---|---|
| Rollbar | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 6 of 6 |
| Sentry | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 6 of 6 |
| Bugsnag | · | ✓ | ✓ | ✓ | ✓ | · | 4 of 6 |
| Airbrake | ✓ | ✓ | · | · | · | · | 2 of 6 |
| Honeybadger | · | ✓ | ✓ | · | · | · | 2 of 6 |
| LogRocket | · | · | · | ✓ | ✓ | · | 2 of 6 |
| Raygun | ✓ | · | · | · | · | ✓ | 2 of 6 |
| Self | · | · | · | ✓ | ✓ | · | 2 of 6 |
Share of voice
What each assistant said
ChatGPT
Named 4 brands, in this order: Sentry, Rollbar, Airbrake, Raygun.
Choosing the best error monitoring tool for a small business depends on several factors, including your specific needs, budget, and the technology stack you are using.
Perplexity
Named 5 brands, in this order: Airbrake, Sentry, Honeybadger, Bugsnag, Rollbar.
For a small business, Airbrake is a strong default choice if you want straightforward error monitoring with simple triage and release context, while Sentry is usually the best all-round option if you want broader diagnostics and are comfortable with a bit more complexity.
Claude
Named 4 brands, in this order: Sentry, Rollbar, Bugsnag, Honeybadger.
Here are some top options depending on your needs:
Grok
Named 5 brands, in this order: Sentry, Self, Rollbar, Bugsnag, LogRocket.
DeepSeek
Named 5 brands, in this order: Sentry, Rollbar, Bugsnag, LogRocket, Self.
There's no single "best" tool — it depends on your stack, team size, and budget.
Cohere
Named 3 brands, in this order: Sentry, Rollbar, Raygun.
Choosing the best error monitoring tool for a small business depends on several factors, including budget, technical requirements, ease of use, and the specific needs of your application stack.
The questions asked
- What is the best error monitoring tool for a small business?
Asked between 2026-09-26 and 2026-09-26. Not answering this month: Gemini, Mistral.
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See the GEO suiteHow this was measured
Each month we ask every assistant the same plain buyer questions, worded the way a person shopping for this kind of product would ask them, with no brand suggested in the question except where the question itself names the market leader to find alternatives to. Each assistant answers in a fresh session with no earlier conversation, so an answer reflects what the assistant says to anyone who asks, not what it was steered towards.
From each answer we keep the product and company names it recommends. A name counts only when it appears in the answer as a proper name, is not a heading such as "Best for" or "Pricing", and is confirmed by a second assistant naming it too, by a website the answer cites, or by being the market leader named in the question. Share of voice is each brand's share of all brand mentions in the category this month. Assistants that could not answer this month are listed as not answering, never counted as naming nobody.
Cite this page
https://mentionfox.com/ai-recommends/error-monitoring