How AI answer engines name LogZilla
Data through October 28, 2026
Across 1,951 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Cybersecurity between May 10, 2026 and October 28, 2026, LogZilla was named in 10 (0.5%).
Last 28 days: named in 3 of 612 answers in its home categories (0.5%), up 0.5 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about Cybersecurity, and how many of them named LogZilla.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 10 | 450 | 2.2% |
| Claude | 0 | 450 | 0.0% |
| Gemini | 0 | 439 | 0.0% |
| Perplexity | 0 | 450 | 0.0% |
| Google AI Mode | 0 | 117 | 0.0% |
| Google AI Overviews | 0 | 45 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 203 | 0.0% |
| Ranked list | 10 | 266 | 3.8% |
| Head-to-head | 0 | 187 | 0.0% |
| Is it worth it | 0 | 265 | 0.0% |
| How to choose | 0 | 265 | 0.0% |
| Problem first | 0 | 260 | 0.0% |
| News | 0 | 505 | 0.0% |
Week by week
LogZilla was named in at least one answer in 7 of the 22 weeks on record; the latest was the week of October 26, 2026.
Each week's answers to buyer questions about Cybersecurity, Monday to Sunday, newest first, and how many of them named LogZilla. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 1 | 118 | 0.8% | |
| 1 | 171 | 0.6% | |
| 1 | 154 | 0.6% | |
| 0 | 170 | 0.0% | |
| 0 | 168 | 0.0% | |
| 0 | 28 | 0.0% | |
| 2 | 32 | 6.3% | |
| 2 | 104 | 1.9% | |
| 2 | 156 | 1.3% | |
| 0 | 84 | 0.0% | |
| 0 | 4 | 0.0% | |
| 0 | 88 | 0.0% | |
| 1 | 169 | 0.6% | |
| 0 | 48 | 0.0% | |
| 0 | 42 | 0.0% | |
| 0 | 53 | 0.0% | |
| 0 | 52 | 0.0% | |
| 0 | 34 | 0.0% | |
| 0 | 114 | 0.0% | |
| 0 | 111 | 0.0% | |
| 0 | 48 | 0.0% | |
| 0 | 3 | 0.0% |
Named first
When an answer named LogZilla alongside another brand in this record, it was named first in 0 of 10 (0.0%).
Named alongside
- Cisco: named together in 2 answers
- CrowdStrike: named together in 1 answers
- Illumio: named together in 1 answers
- Splunk: named together in 1 answers
Sources the engines cited when they named LogZilla
Domains cited in answers that named LogZilla, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| logz.io | 8 |
| zpoa.com | 7 |
| zshieldai.com | 6 |
| datadoghq.com | 4 |
| cipherssecurity.com | 3 |
| coralogix.com | 3 |
| siemcostcalculator.com | 3 |
| signoz.io | 3 |
| cisco.com | 2 |
| elastic.co | 2 |
LogZilla's own site (logzilla.ai) was cited in 10 of 10 (100.0%).
Across every answer run in the Machine Relations Index, not only the answers that named LogZilla, logzilla.ai was cited in 11 of 32,741 (0.03%), by 2 of the 6 engines it observes. The Index is still collecting evidence on logzilla.ai before it grades or ranks it.
Across every Cybersecurity buyer question, not only the answers that named LogZilla, the Machine Relations Index ranks which sources AI engines cite for Cybersecurity questions.
How this is measured
Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.
A brand appears only once it has been named in at least 10 answers on 7 separate days.
A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.
Categories are the Index's buyer-question categories.
Source: Machine Relations Index.
FAQ
Does ChatGPT recommend LogZilla?
ChatGPT named LogZilla in 10 of 450 answers (2.2%) to buyer questions about Cybersecurity between May 10, 2026 and October 28, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed LogZilla.
Which sources do AI engines cite when they mention LogZilla?
The domains cited most often in answers that named LogZilla were logz.io (8 answers), zpoa.com (7 answers) and zshieldai.com (6 answers).
Which AI engine names LogZilla most often?
ChatGPT, at 2.2%: it named LogZilla in 10 of 450 answers to buyer questions about Cybersecurity.