Publication intelligence · Machine Relations Index
Which publications do AI engines cite for Deep Tech & Hardware buyers?
On best-in-category questions in Deep Tech & Hardware, the Machine Relations Index sees AI answer engines cite AIMultiple, Ai Journal and Industrial Monitor Direct most often, out of 44 editorial publications cited across 180 measured answer runs. Which publications lead changes with the kind of question a buyer asks.
Deep Tech & Hardware: best-in-category questions
44 editorial publications cited across 180 measured answer runs. Top 10 by the Index’s citation rate.
- 1AIMultiple16% · 29 of 180
- 2Ai Journal3.3% · 6 of 180
- 3Industrial Monitor Direct2.8% · 5 of 180
- 4SiliconReport2.8% · 5 of 180
- 5The Robot Report2.2% · 4 of 180
- 6hothardware.com1.7% · 3 of 180
- 7tecnoloblog.com1.7% · 3 of 180
- 8chinabizinsider.com1.1% · 2 of 180
- 9Elektor1.1% · 2 of 180
- 10eletimes.ai1.1% · 2 of 180
Deep Tech & Hardware: top-list questions
15 editorial publications cited across 136 measured answer runs. Top 10 by the Index’s citation rate.
- 1Power Electronics News5.1% · 7 of 136
- 2LIDAR Magazine3.7% · 5 of 136
- 3Electronic Specifier2.2% · 3 of 136
- 4jisem-journal.com1.5% · 2 of 136
- 5OpenReview1.5% · 2 of 136
- 6questjournals.org1.5% · 2 of 136
- 7RoboticsTomorrow1.5% · 2 of 136
- 8EE Times0.7% · 1 of 136
- 9eletimes.ai0.7% · 1 of 136
- 10geoweeknews.com0.7% · 1 of 136
Deep Tech & Hardware: how-to-choose questions
18 editorial publications cited across 160 measured answer runs. Top 10 by the Index’s citation rate.
- 1EE Times14% · 22 of 160
- 2EEJournal13% · 21 of 160
- 3Electronic Design12% · 19 of 160
- 4Semiconductor Digest5.6% · 9 of 160
- 5Vik's Newsletter5.6% · 9 of 160
- 6electronicsforu.com3.8% · 6 of 160
- 7jisem-journal.com1.9% · 3 of 160
- 8Electronic Specifier1.3% · 2 of 160
- 9electronicsweekly.com1.3% · 2 of 160
- 10iosrjournals.org1.3% · 2 of 160
Deep Tech & Hardware: head-to-head comparisons
11 editorial publications cited across 135 measured answer runs. Top 10 by the Index’s citation rate.
- 1Power Electronics News10% · 14 of 135
- 2AZoM4.4% · 6 of 135
- 3eevblog.com3.0% · 4 of 135
- 4digitimes.com1.5% · 2 of 135
- 5eenewseurope.com1.5% · 2 of 135
- 6semiconductor-today.com1.5% · 2 of 135
- 7electronicsforu.com0.7% · 1 of 135
- 8espressif.com0.7% · 1 of 135
- 9news-articles.net0.7% · 1 of 135
- 10powerelectronicsmagazine.net0.7% · 1 of 135
Deep Tech & Hardware: is-it-worth-it questions
30 editorial publications cited across 163 measured answer runs. Top 10 by the Index’s citation rate.
- 1EE Times5.5% · 9 of 163
- 2TechRadar4.3% · 7 of 163
- 3KIPOST(키포스트)3.1% · 5 of 163
- 4Electronic Design2.5% · 4 of 163
- 5allenpress.com1.8% · 3 of 163
- 6Elektor1.8% · 3 of 163
- 7growthmarketreports.com1.8% · 3 of 163
- 8designnews.com1.2% · 2 of 163
- 9ecewire.com1.2% · 2 of 163
- 10supercomputing.news1.2% · 2 of 163
Deep Tech & Hardware: problem-first questions
15 editorial publications cited across 134 measured answer runs. Top 10 by the Index’s citation rate.
- 1eevblog.com5.2% · 7 of 134
- 2induflashnews.com2.2% · 3 of 134
- 3espboards.dev1.5% · 2 of 134
- 4model-engineer.co.uk1.5% · 2 of 134
- 5plantservices.com1.5% · 2 of 134
- 6powermonitors.com1.5% · 2 of 134
- 7blogspot.com0.8% · 1 of 134
- 8Ground News0.8% · 1 of 134
- 9Industrial Monitor Direct0.8% · 1 of 134
- 10News-Medical0.8% · 1 of 134
Which of these is worth pursuing?
Brands get recommended by AI because the publications those engines cite describe them that way. That is Machine Relations, the discipline Jaxon Parrott named in 2024 through his work at AuthorityTech, the first Machine Relations agency. Coverage moves your brand where a publication is already cited for the question your buyer asks. Each publication’s page shows where it is cited and how to get in.