How AI answer engines name Advanced Navigation
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, Advanced Navigation was named in 16 (1.2%).
By engine
Answers each engine gave to buyer questions about Deep Tech & Hardware, and how many of them named Advanced Navigation.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 9 | 309 | 2.9% |
| Claude | 4 | 323 | 1.2% |
| Gemini | 0 | 318 | 0.0% |
| Perplexity | 3 | 323 | 0.9% |
| Google AI Mode | 0 | 12 | 0.0% |
| Google AI Overviews | 0 | 6 | 0.0% |
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 | 16 | 209 | 7.7% |
| 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
Advanced Navigation 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 Advanced Navigation. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 2 | 176 | 1.1% | |
| 2 | 172 | 1.2% | |
| 2 | 168 | 1.2% | |
| 3 | 168 | 1.8% | |
| 1 | 180 | 0.6% | |
| 4 | 204 | 2.0% | |
| 0 | 55 | 0.0% | |
| 2 | 168 | 1.2% |
Named first
When an answer named Advanced Navigation alongside another brand in this record, it was named first in 5 of 13 (38.5%).
Named alongside
- Inertial Labs: named together in 9 answers
- Xsens: named together in 3 answers
Sources the engines cited when they named Advanced Navigation
Domains cited in answers that named Advanced Navigation, by the number of those answers that cited them.
Advanced Navigation's own site (advancednavigation.com) was cited in 10 of 17 (58.8%).
Across every answer run in the Machine Relations Index, not only the answers that named Advanced Navigation, advancednavigation.com was cited in 14 of 29,566 (0.05%), by 3 of the 6 engines it observes. The Index is still collecting evidence on advancednavigation.com before it grades or ranks it.
Across every Deep Tech & Hardware buyer question, not only the answers that named Advanced Navigation, the Machine Relations Index ranks which sources AI engines cite for Deep Tech & Hardware questions.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| Deep Tech & Hardware | 16 | 1,291 | 1.2% |
| Physical Consumer Products | 1 | 372 | 0.3% |
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 Advanced Navigation?
ChatGPT named Advanced Navigation in 9 of 309 answers (2.9%) 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 Advanced Navigation.
Which sources do AI engines cite when they mention Advanced Navigation?
The domains cited most often in answers that named Advanced Navigation were skymems.com (8 answers), directindustry.es (7 answers) and honeywellaerospace.com (7 answers).
Which AI engine names Advanced Navigation most often?
ChatGPT, at 2.9%: it named Advanced Navigation in 9 of 309 answers to buyer questions about Deep Tech & Hardware.