How AI answer engines name OpenELAB
Data through November 5, 2026
Across 1,514 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Deep Tech & Hardware between May 10, 2026 and November 5, 2026, OpenELAB was named in 11 (0.7%).
Last 28 days: named in 4 of 538 answers (0.7%) to buyer questions about Deep Tech & Hardware, down 0.5 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about Deep Tech & Hardware, and how many of them named OpenELAB.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 10 | 377 | 2.7% |
| Claude | 0 | 393 | 0.0% |
| Gemini | 0 | 318 | 0.0% |
| Perplexity | 0 | 393 | 0.0% |
| Google AI Mode | 1 | 21 | 4.8% |
| Google AI Overviews | 0 | 12 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 11 | 269 | 4.1% |
| Ranked list | 0 | 230 | 0.0% |
| Head-to-head | 0 | 233 | 0.0% |
| Is it worth it | 0 | 251 | 0.0% |
| How to choose | 0 | 278 | 0.0% |
| Problem first | 0 | 253 | 0.0% |
Week by week
OpenELAB was named in at least one answer in 8 of the 10 weeks on record; the latest was the week of November 2, 2026.
Each week's answers to buyer questions about Deep Tech & Hardware, Monday to Sunday, newest first, and how many of them named OpenELAB. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 2 | 91 | 2.2% | |
| 1 | 132 | 0.8% | |
| 1 | 176 | 0.6% | |
| 1 | 172 | 0.6% | |
| 2 | 168 | 1.2% | |
| 2 | 168 | 1.2% | |
| 0 | 180 | 0.0% | |
| 1 | 204 | 0.5% | |
| 0 | 55 | 0.0% | |
| 1 | 168 | 0.6% |
Named first
When an answer named OpenELAB alongside another brand in this record, it was named first in 3 of 11 (27.3%).
Named alongside
Sources the engines cited when they named OpenELAB
Domains cited in answers that named OpenELAB, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| cratustech.com | 8 |
| openelab.com | 6 |
| acroname.com | 5 |
| levelfivesupplies.com | 5 |
| nexty-ele.com | 5 |
| sensorlidar.com | 5 |
| robosense.ai | 4 |
| hokuyo-usa.com | 3 |
| indrorobotics.com | 3 |
| carnegierobotics.com | 2 |
OpenELAB's own site (openelab.io) was cited in 10 of 11 (90.9%).
Across every answer run in the Machine Relations Index, not only the answers that named OpenELAB, openelab.io was cited in 41 of 35,834 (0.11%), by 3 of the 6 engines it observes. Its Index confidence grade is C, and the Index ranks it #714 of 35,814 cited domains and #406 of 31,431 other observed sources.
Across every Deep Tech & Hardware buyer question, not only the answers that named OpenELAB, 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 OpenELAB?
ChatGPT named OpenELAB in 10 of 377 answers (2.7%) to buyer questions about Deep Tech & Hardware between May 10, 2026 and November 5, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed OpenELAB.
Which sources do AI engines cite when they mention OpenELAB?
The domains cited most often in answers that named OpenELAB were cratustech.com (8 answers), openelab.com (6 answers) and acroname.com (5 answers).
Which AI engine names OpenELAB most often?
Google AI Mode, at 4.8%: it named OpenELAB in 1 of 21 answers to buyer questions about Deep Tech & Hardware.