How AI answer engines name Inertial Labs
Data through October 21, 2026
Across 1,291 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Deep Tech & Hardware between May 10, 2026 and October 21, 2026, Inertial Labs was named in 25 (1.9%).
By engine
Answers each engine gave to buyer questions about Deep Tech & Hardware, and how many of them named Inertial Labs.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 8 | 309 | 2.6% |
| Claude | 8 | 323 | 2.5% |
| Gemini | 1 | 318 | 0.3% |
| Perplexity | 6 | 323 | 1.9% |
| Google AI Mode | 1 | 12 | 8.3% |
| Google AI Overviews | 1 | 6 | 16.7% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 226 | 0.0% |
| Ranked list | 25 | 209 | 12.0% |
| Head-to-head | 0 | 210 | 0.0% |
| Is it worth it | 0 | 205 | 0.0% |
| How to choose | 0 | 234 | 0.0% |
| Problem first | 0 | 207 | 0.0% |
Week by week
Inertial Labs was named in at least one answer in 7 of the 8 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about Deep Tech & Hardware, Monday to Sunday, newest first, and how many of them named Inertial Labs. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 5 | 176 | 2.8% | |
| 4 | 172 | 2.3% | |
| 2 | 168 | 1.2% | |
| 1 | 168 | 0.6% | |
| 5 | 180 | 2.8% | |
| 7 | 204 | 3.4% | |
| 0 | 55 | 0.0% | |
| 1 | 168 | 0.6% |
Named first
When an answer named Inertial Labs alongside another brand in this record, it was named first in 9 of 14 (64.3%).
Named alongside
- Advanced Navigation: named together in 9 answers
- Xsens: named together in 4 answers
Sources the engines cited when they named Inertial Labs
Domains cited in answers that named Inertial Labs, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| unmannedsystemstechnology.com | 16 |
| moneyprouav.com | 10 |
| skymems.com | 9 |
| analog.com | 8 |
| guidenav.com | 8 |
| honeywellaerospace.com | 8 |
| advancednavigation.com | 7 |
| sbg-systems.com | 7 |
| memsmag.com | 6 |
| safran-group.com | 6 |
Inertial Labs's own site (inertiallabs.com) was cited in 12 of 25 (48.0%).
Across every answer run in the Machine Relations Index, not only the answers that named Inertial Labs, inertiallabs.com was cited in 21 of 29,566 (0.07%), by 4 of the 6 engines it observes. The Index is still collecting evidence on inertiallabs.com before it grades or ranks it.
Across every Deep Tech & Hardware buyer question, not only the answers that named Inertial Labs, the Machine Relations Index ranks which sources AI engines cite for Deep Tech & Hardware 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 Inertial Labs?
ChatGPT named Inertial Labs in 8 of 309 answers (2.6%) to buyer questions about Deep Tech & Hardware between May 10, 2026 and October 21, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Inertial Labs.
Which sources do AI engines cite when they mention Inertial Labs?
The domains cited most often in answers that named Inertial Labs were unmannedsystemstechnology.com (16 answers), moneyprouav.com (10 answers) and skymems.com (9 answers).
Which AI engine names Inertial Labs most often?
Google AI Overviews, at 16.7%: it named Inertial Labs in 1 of 6 answers to buyer questions about Deep Tech & Hardware.