How AI answer engines name addanode
Data through October 31, 2026
Across 904 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Industrial (review-sparse) between May 10, 2026 and October 31, 2026, addanode was named in 10 (1.1%).
Last 28 days: named in 5 of 491 answers in its home categories (1.0%), down 0.3 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about Industrial (review-sparse), and how many of them named addanode.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 10 | 233 | 4.3% |
| Claude | 0 | 214 | 0.0% |
| Gemini | 0 | 193 | 0.0% |
| Perplexity | 0 | 235 | 0.0% |
| Google AI Mode | 0 | 18 | 0.0% |
| Google AI Overviews | 0 | 11 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 144 | 0.0% |
| Ranked list | 0 | 148 | 0.0% |
| Head-to-head | 0 | 150 | 0.0% |
| Is it worth it | 0 | 144 | 0.0% |
| How to choose | 0 | 142 | 0.0% |
| Problem first | 10 | 176 | 5.7% |
Week by week
addanode was named in at least one answer in 6 of the 6 weeks on record; the latest was the week of October 26, 2026.
Each week's answers to buyer questions about Industrial (review-sparse), Monday to Sunday, newest first, and how many of them named addanode. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 1 | 90 | 1.1% | |
| 1 | 142 | 0.7% | |
| 1 | 105 | 1.0% | |
| 1 | 167 | 0.6% | |
| 4 | 208 | 1.9% | |
| 2 | 192 | 1.0% |
Sources the engines cited when they named addanode
Domains cited in answers that named addanode, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| youtube.com | 8 |
| fabrico.io | 4 |
| flowmachinery.com | 4 |
| swcons.com | 4 |
| bisonconvey.com | 2 |
| esseng.com.au | 2 |
| groupact.com | 2 |
| hoverdale.com | 2 |
| huataoscreen.com | 2 |
| conveyorbeltchn.com | 1 |
addanode's own site (addanode.co.za) was cited in 10 of 10 (100.0%).
Across every answer run in the Machine Relations Index, not only the answers that named addanode, addanode.co.za was cited in 12 of 33,570 (0.04%), by 2 of the 6 engines it observes. The Index is still collecting evidence on addanode.co.za before it grades or ranks it.
Across every Industrial (review-sparse) buyer question, not only the answers that named addanode, the Machine Relations Index ranks which sources AI engines cite for Industrial (review-sparse) 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 addanode?
ChatGPT named addanode in 10 of 233 answers (4.3%) to buyer questions about Industrial (review-sparse) between May 10, 2026 and October 31, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed addanode.
Which sources do AI engines cite when they mention addanode?
The domains cited most often in answers that named addanode were youtube.com (8 answers), fabrico.io (4 answers) and flowmachinery.com (4 answers).
Which AI engine names addanode most often?
ChatGPT, at 4.3%: it named addanode in 10 of 233 answers to buyer questions about Industrial (review-sparse).