Edge AI Operator
AI recommendation signal analysis across 190 domains for the Edge AI Operator persona in GPU AI Infrastructure Vendors.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
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Win awards worth having
These results surface the awards active in this industry. Shortlist the credible ones and submit: wins earn trust signals, links, and the kind of third-party validation LLMs and buyers both cite.
Where the numbers come from
We run award submissions queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.
What's on this page
Domain and URL charts, the full result list, and title n-gram tables.
Research: Award Submissions
Domains appearing in Google results for Edge AI Operator's Research: Award Submissions queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.
Top URLs
Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.
All Results
Every result for Edge AI Operator's Research: Award Submissions queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.
Title N-Grams
Most common word phrases (2 to 7 words) across every result title for these queries.
2-grams
| 47 | edge ai |
| 11 | ai and |
| 11 | and vision |
| 6 | of the |
| 6 | the year |
| 6 | 2026 edge |
| 4 | innovation award |
| 4 | year award |
| 4 | ai package |
| 4 | for the |
| 4 | ai disruptors |
| 4 | disruptors awards |
| 4 | vision product |
| 4 | product of |
| 4 | ai models |
| 4 | edge awards |
| 4 | best ai |
| 4 | ai platform |
| 4 | vision alliance |
| 3 | package for |
| 3 | ai breakthrough |
| 3 | ai in |
| 3 | in action |
| 3 | award winner |
| 3 | artificial intelligence |
3-grams
| 11 | edge ai and |
| 11 | ai and vision |
| 6 | of the year |
| 4 | the year award |
| 4 | edge ai package |
| 4 | ai disruptors awards |
| 4 | 2026 edge ai |
| 4 | and vision product |
| 4 | vision product of |
| 4 | product of the |
| 4 | and vision alliance |
| 3 | ai package for |
| 3 | edge ai in |
| 3 | ai in action |
| 3 | year award winner |
| 3 | at the edge |
| 3 | edge ai deploying |
| 3 | vision alliance announces |
| 3 | edge ai platform |
| 2 | package for the |
| 2 | edge large ai |
| 2 | large ai models |
| 2 | ai models collaborative |
| 2 | models collaborative deployment |
| 2 | collaborative deployment and |
4-grams
| 11 | edge ai and vision |
| 4 | of the year award |
| 4 | 2026 edge ai and |
| 4 | ai and vision product |
| 4 | and vision product of |
| 4 | vision product of the |
| 4 | product of the year |
| 4 | ai and vision alliance |
| 3 | edge ai package for |
| 3 | edge ai in action |
| 3 | the year award winner |
| 3 | and vision alliance announces |
| 2 | ai package for the |
| 2 | edge large ai models |
| 2 | large ai models collaborative |
| 2 | ai models collaborative deployment |
| 2 | models collaborative deployment and |
| 2 | collaborative deployment and iot |
| 2 | edge impulse wins mlops |
| 2 | impulse wins mlops innovation |
| 2 | wins mlops innovation award |
| 2 | mlops innovation award in |
| 2 | innovation award in 2026 |
| 2 | edge ai talks write |
| 2 | ai talks write once |
5-grams
| 4 | 2026 edge ai and vision |
| 4 | edge ai and vision product |
| 4 | ai and vision product of |
| 4 | and vision product of the |
| 4 | vision product of the year |
| 4 | edge ai and vision alliance |
| 3 | product of the year award |
| 3 | of the year award winner |
| 3 | ai and vision alliance announces |
| 2 | edge ai package for the |
| 2 | edge large ai models collaborative |
| 2 | large ai models collaborative deployment |
| 2 | ai models collaborative deployment and |
| 2 | models collaborative deployment and iot |
| 2 | edge impulse wins mlops innovation |
| 2 | impulse wins mlops innovation award |
| 2 | wins mlops innovation award in |
| 2 | mlops innovation award in 2026 |
| 2 | edge ai talks write once |
| 2 | ai talks write once deploy |
| 2 | talks write once deploy everywhere |
| 2 | and vision alliance announces 2026 |
| 2 | vision alliance announces 2026 product |
| 2 | edge ai foundation launches first |
| 2 | ai foundation launches first of |
6-grams
| 4 | edge ai and vision product of |
| 4 | ai and vision product of the |
| 4 | and vision product of the year |
| 3 | 2026 edge ai and vision product |
| 3 | vision product of the year award |
| 3 | product of the year award winner |
| 3 | edge ai and vision alliance announces |
| 2 | edge large ai models collaborative deployment |
| 2 | large ai models collaborative deployment and |
| 2 | ai models collaborative deployment and iot |
| 2 | edge impulse wins mlops innovation award |
| 2 | impulse wins mlops innovation award in |
| 2 | wins mlops innovation award in 2026 |
| 2 | edge ai talks write once deploy |
| 2 | ai talks write once deploy everywhere |
| 2 | ai and vision alliance announces 2026 |
| 2 | and vision alliance announces 2026 product |
| 2 | edge ai foundation launches first of |
| 2 | ai foundation launches first of its |
| 2 | foundation launches first of its kind |
| 2 | launches first of its kind working |
| 2 | edge ai moves into defense spotlight |
| 2 | ai moves into defense spotlight as |
| 2 | moves into defense spotlight as government |
| 2 | dod chief digital and ai office |
7-grams
| 4 | edge ai and vision product of the |
| 4 | ai and vision product of the year |
| 3 | 2026 edge ai and vision product of |
| 3 | and vision product of the year award |
| 3 | vision product of the year award winner |
| 2 | edge large ai models collaborative deployment and |
| 2 | large ai models collaborative deployment and iot |
| 2 | edge impulse wins mlops innovation award in |
| 2 | impulse wins mlops innovation award in 2026 |
| 2 | edge ai talks write once deploy everywhere |
| 2 | edge ai and vision alliance announces 2026 |
| 2 | ai and vision alliance announces 2026 product |
| 2 | edge ai foundation launches first of its |
| 2 | ai foundation launches first of its kind |
| 2 | foundation launches first of its kind working |
| 2 | edge ai moves into defense spotlight as |
| 2 | ai moves into defense spotlight as government |
| 2 | dod chief digital and ai office announces |
| 2 | chief digital and ai office announces award |
| 2 | digital and ai office announces award of |
| 2 | and ai office announces award of edge |
| 2 | ai breakthrough names dell nativeedge as best |
| 2 | breakthrough names dell nativeedge as best ai |
| 2 | names dell nativeedge as best ai edge |
| 2 | edgecortix demonstrates edge ai platform readiness with |