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NorthWind northwind.co
last run 2026-09-14 21:48:28

Overview

How NorthWind shows up when people ask AI about your category.

Visibility ?The share of answers that name you. Branded prompts are left out, and an answer surface that did not render is left out entirely.
71%
157 of 220 answers ▲ 5 pts
Share of voice ?Your mentions divided by all tracked brands' mentions in the same answers. One answer naming you twice counts twice.
30%
of every tracked brand mention
Average position ?The mean rank of your brand in numbered or bulleted lists. Mentions in prose have no rank and are not averaged in.
2.6
where you appear in a ranked list
Citation share ?The share of all cited URLs that point at your own domains.
14%
of cited sources are yours

The race

7 of 22 brands · 1 measured day · 220 answers

How often each brand is named, by day. Values at the right edge are the last measured day. Hollow dots rest on fewer than 20 answers. Shaded spans had no run. The 15 brands below the top seven are in the table further down.

answers per day2026-09-14: 220 answersNVIDIA, 2026-09-14: 60% of 220 answersvCluster, 2026-09-14: 30% of 220 answersCoreWeave, 2026-09-14: 35% of 220 answersNebius, 2026-09-14: 20% of 220 answersLambda, 2026-09-14: 25% of 220 answersMirantis, 2026-09-14: 16% of 220 answersNorthWind, 2026-09-14: 71% of 220 answers71%NorthWind60%NVIDIA30%vCluster35%CoreWeave20%Nebius25%Lambda16%Mirantis
  • NorthWind you 71%
  • NVIDIA 60%
  • vCluster 30%
  • CoreWeave 35%
  • Nebius 20%
  • Lambda 25%
  • Mirantis 16%

One day of history. Lines appear once there is a second day to draw them to.

Share of voice

Of every time a tracked brand was named in this window, how much was you.

NorthWind: 30% of all tracked-brand mentionsNVIDIA: 16% of all tracked-brand mentionsvCluster: 10% of all tracked-brand mentionsCoreWeave: 7.2% of all tracked-brand mentionsNebius: 6.1% of all tracked-brand mentionsLambda: 5.4% of all tracked-brand mentionsMirantis: 4% of all tracked-brand mentions15 other brands: 21% of all tracked-brand mentions30%your share906 of 3,015
  • NorthWind30%
  • NVIDIA16%
  • vCluster10%
  • CoreWeave7.2%
  • Nebius6.1%
  • Lambda5.4%
  • Mirantis4%
  • 15 other brands21%
    • vMetal3.7%
    • RunPod2.6%
    • Red Hat2.5%
    • OpenNebula2.5%
    • Nscale1.9%
    • Crusoe1.6%
    • Northflank1.4%
    • Spectro Cloud1.3%
    • DigitalOcean1.2%
    • Spheron0.7%
    • WhiteFiber0.4%
    • NeuReality0.4%
    • WWT0.4%
    • Introl0.3%
    • BuzzHPC0%

By engine

Where each brand stands on each engine. Your dot is the large one; the number on the right is your share of that engine's answers. Grey dots are the brands outside the top seven. Rows run from your strongest engine to your weakest.

Perplexity47 answersBuzzHPC on Perplexity: 0% of 47 answersCrusoe on Perplexity: 8.5% of 47 answersDigitalOcean on Perplexity: 0% of 47 answersIntrol on Perplexity: 0% of 47 answersNeuReality on Perplexity: 2.1% of 47 answersNorthflank on Perplexity: 4.3% of 47 answersNscale on Perplexity: 6.4% of 47 answersOpenNebula on Perplexity: 21% of 47 answersRed Hat on Perplexity: 8.5% of 47 answersRunPod on Perplexity: 8.5% of 47 answersSpectro Cloud on Perplexity: 8.5% of 47 answersSpheron on Perplexity: 2.1% of 47 answersWWT on Perplexity: 0% of 47 answersWhiteFiber on Perplexity: 0% of 47 answersvMetal on Perplexity: 21% of 47 answersCoreWeave on Perplexity: 8.5% of 47 answersLambda on Perplexity: 15% of 47 answersMirantis on Perplexity: 17% of 47 answersNVIDIA on Perplexity: 53% of 47 answersNebius on Perplexity: 19% of 47 answersvCluster on Perplexity: 30% of 47 answersNorthWind on Perplexity: 85% of 47 answers85%1st of 22Google AI Mode47 answersBuzzHPC on Google AI Mode: 2.1% of 47 answersCrusoe on Google AI Mode: 2.1% of 47 answersDigitalOcean on Google AI Mode: 8.5% of 47 answersIntrol on Google AI Mode: 4.3% of 47 answersNeuReality on Google AI Mode: 6.4% of 47 answersNorthflank on Google AI Mode: 8.5% of 47 answersNscale on Google AI Mode: 6.4% of 47 answersOpenNebula on Google AI Mode: 6.4% of 47 answersRed Hat on Google AI Mode: 17% of 47 answersRunPod on Google AI Mode: 11% of 47 answersSpectro Cloud on Google AI Mode: 11% of 47 answersSpheron on Google AI Mode: 11% of 47 answersWWT on Google AI Mode: 6.4% of 47 answersWhiteFiber on Google AI Mode: 6.4% of 47 answersvMetal on Google AI Mode: 23% of 47 answersCoreWeave on Google AI Mode: 51% of 47 answersLambda on Google AI Mode: 26% of 47 answersMirantis on Google AI Mode: 30% of 47 answersNVIDIA on Google AI Mode: 77% of 47 answersNebius on Google AI Mode: 30% of 47 answersvCluster on Google AI Mode: 47% of 47 answersNorthWind on Google AI Mode: 85% of 47 answers85%1st of 22Claude47 answersBuzzHPC on Claude: 0% of 47 answersCrusoe on Claude: 6.4% of 47 answersDigitalOcean on Claude: 6.4% of 47 answersIntrol on Claude: 2.1% of 47 answersNeuReality on Claude: 2.1% of 47 answersNorthflank on Claude: 11% of 47 answersNscale on Claude: 11% of 47 answersOpenNebula on Claude: 13% of 47 answersRed Hat on Claude: 11% of 47 answersRunPod on Claude: 15% of 47 answersSpectro Cloud on Claude: 2.1% of 47 answersSpheron on Claude: 4.3% of 47 answersWWT on Claude: 0% of 47 answersWhiteFiber on Claude: 2.1% of 47 answersvMetal on Claude: 32% of 47 answersCoreWeave on Claude: 49% of 47 answersLambda on Claude: 19% of 47 answersMirantis on Claude: 19% of 47 answersNVIDIA on Claude: 49% of 47 answersNebius on Claude: 17% of 47 answersvCluster on Claude: 45% of 47 answersNorthWind on Claude: 70% of 47 answers70%1st of 22Gemini47 answersBuzzHPC on Gemini: 0% of 47 answersCrusoe on Gemini: 6.4% of 47 answersDigitalOcean on Gemini: 17% of 47 answersIntrol on Gemini: 0% of 47 answersNeuReality on Gemini: 2.1% of 47 answersNorthflank on Gemini: 6.4% of 47 answersNscale on Gemini: 4.3% of 47 answersOpenNebula on Gemini: 4.3% of 47 answersRed Hat on Gemini: 8.5% of 47 answersRunPod on Gemini: 13% of 47 answersSpectro Cloud on Gemini: 4.3% of 47 answersSpheron on Gemini: 4.3% of 47 answersWWT on Gemini: 0% of 47 answersWhiteFiber on Gemini: 4.3% of 47 answersvMetal on Gemini: 13% of 47 answersCoreWeave on Gemini: 32% of 47 answersLambda on Gemini: 38% of 47 answersMirantis on Gemini: 11% of 47 answersNVIDIA on Gemini: 53% of 47 answersNebius on Gemini: 13% of 47 answersvCluster on Gemini: 21% of 47 answersNorthWind on Gemini: 70% of 47 answers70%1st of 22ChatGPT31 answersBuzzHPC on ChatGPT: 0% of 31 answersCrusoe on ChatGPT: 6.5% of 31 answersDigitalOcean on ChatGPT: 0% of 31 answersIntrol on ChatGPT: 0% of 31 answersNeuReality on ChatGPT: 0% of 31 answersNorthflank on ChatGPT: 0% of 31 answersNscale on ChatGPT: 13% of 31 answersOpenNebula on ChatGPT: 3.2% of 31 answersRed Hat on ChatGPT: 19% of 31 answersRunPod on ChatGPT: 3.2% of 31 answersSpectro Cloud on ChatGPT: 6.5% of 31 answersSpheron on ChatGPT: 0% of 31 answersWWT on ChatGPT: 0% of 31 answersWhiteFiber on ChatGPT: 0% of 31 answersvMetal on ChatGPT: 0% of 31 answersCoreWeave on ChatGPT: 32% of 31 answersLambda on ChatGPT: 32% of 31 answersMirantis on ChatGPT: 0% of 31 answersNVIDIA on ChatGPT: 71% of 31 answersNebius on ChatGPT: 23% of 31 answersvCluster on ChatGPT: 0% of 31 answersNorthWind on ChatGPT: 35% of 31 answersNVIDIA 71%35%2nd, NVIDIA 71%Google AI Overview1 answer, thinBuzzHPC on Google AI Overview: 0% of 1 answerCrusoe on Google AI Overview: 0% of 1 answerDigitalOcean on Google AI Overview: 100% of 1 answerIntrol on Google AI Overview: 0% of 1 answerNeuReality on Google AI Overview: 0% of 1 answerNorthflank on Google AI Overview: 100% of 1 answerNscale on Google AI Overview: 0% of 1 answerOpenNebula on Google AI Overview: 0% of 1 answerRed Hat on Google AI Overview: 0% of 1 answerRunPod on Google AI Overview: 0% of 1 answerSpectro Cloud on Google AI Overview: 0% of 1 answerSpheron on Google AI Overview: 0% of 1 answerWWT on Google AI Overview: 100% of 1 answerWhiteFiber on Google AI Overview: 0% of 1 answervMetal on Google AI Overview: 0% of 1 answerCoreWeave on Google AI Overview: 0% of 1 answerLambda on Google AI Overview: 0% of 1 answerMirantis on Google AI Overview: 0% of 1 answerNVIDIA on Google AI Overview: 0% of 1 answerNebius on Google AI Overview: 0% of 1 answervCluster on Google AI Overview: 0% of 1 answerNorthWind on Google AI Overview: 0% of 1 answerDigitalOcean 100%0%not named

Where you stand

22 brands
BrandSeen inShareAvg position
1 NorthWind you 906 in 157 answers 71% 30% 2.6
2 NVIDIA 488 in 131 answers 60% 16% 3.0
3 vCluster 313 in 67 answers 30% 10% 2.9
4 CoreWeave 217 in 76 answers 35% 7.2% 3.3
5 Nebius 184 in 44 answers 20% 6.1% 3.1
6 Lambda 162 in 56 answers 25% 5.4% 3.3
7 Mirantis 120 in 36 answers 16% 4% 2.8
8 vMetal 111 in 42 answers 19% 3.7% 2.6
9 RunPod 79 in 23 answers 10% 2.6% 2.5
10 Red Hat 77 in 27 answers 12% 2.5% 3.3
11 OpenNebula 75 in 22 answers 10% 2.5% 3.5
12 Nscale 56 in 17 answers 7.7% 1.9% 3.4
13 Crusoe 48 in 13 answers 5.9% 1.6% 3.5
14 Northflank 41 in 15 answers 6.8% 1.4% 4.0
15 Spectro Cloud 38 in 14 answers 6.4% 1.3% 3.5
16 DigitalOcean 37 in 16 answers 7.3% 1.2% 3.2
17 Spheron 20 in 10 answers 4.5% 0.7% 4.1
18 WhiteFiber 12 in 6 answers 2.7% 0.4% 2.9
19 NeuReality 11 in 6 answers 2.7% 0.4% 3.8
20 WWT 11 in 4 answers 1.8% 0.4% 4.8
21 Introl 8 in 3 answers 1.4% 0.3% 2.8
22 BuzzHPC 1 in 1 answer 0.5% 0% 3.0

Every prompt, every engine

47 prompts × 6 engines

Worst first. Click any cell to read the answers behind it.

Prompt ChatGPT Perplexity Google AI Overview Gemini Claude Google AI Mode All
what is GPU as a Service - 0/1 0/1 0/1 0/1 0/1 0/5
Show me GPU-first approaches to Baremetal GPU provisioning for AI infrastructure orchestration. GPU-first - 0/1 - 0/1 0/1 0/1 0/4
Which governed Kubernetes management solutions optimize GPU resource allocation for AI tasks? governed - 0/1 - 0/1 0/1 0/1 0/4
Show me GPU-first platforms offering Baremetal GPU provisioning with flexible scaling. GPU-first 0/1 0/1 - 1/1 #6.0 0/1 0/1 1/5
Find a GPU-first platform for GPU-as-a-Service access. GPU-first 0/1 1/1 #2.0 - 0/1 0/1 0/1 1/5
Find a GPU-first service that offers GPU-as-a-Service to streamline AI workload management. GPU-first - 0/1 - 0/1 0/1 1/1 #2.0 1/4
Which platforms offer governed Kubernetes management for multi-tenant cloud environments? governed 0/1 1/1 #3.7 - 1/1 #1.0 0/1 0/1 2/5
Why is sovereign-ready Kubernetes management critical for AI workloads in regulated industries? sovereign-ready 0/1 0/1 - 0/1 1/1 #3.0 1/1 #2.0 2/5
Why is it important for Baremetal GPU provisioning to be sovereign-ready in cloud governance frameworks? sovereign-ready - 0/1 - 0/1 1/1 1/1 2/4
Recommend a multi-tenant solution that supports Baremetal GPU provisioning for optimized resource use. multi-tenant - 1/1 #1.5 - 1/1 #2.0 0/1 0/1 2/4
Which governed Kubernetes management solutions support AI workload orchestration? governed 0/1 1/1 #4.0 - 0/1 1/1 1/1 #2.2 3/5
Recommend governed orchestration solutions for baremetal GPU provisioning in AI workloads. governed 0/1 1/1 #1.0 - 1/1 #4.0 0/1 1/1 #2.4 3/5
Recommend a GPU-first SLURM-as-a-Service solution for optimizing AI resource management. GPU-first 0/1 1/1 #1.0 - 1/1 #2.0 0/1 1/1 #3.0 3/5
Which GPU-as-a-Service platforms are sovereign-ready for deploying AI workloads in regulated industries? sovereign-ready 0/1 1/1 #6.0 - 0/1 1/1 #1.0 1/1 #2.9 3/5
Which Baremetal GPU provisioning services are sovereign-ready for enterprise use? sovereign-ready 0/1 1/1 #3.3 - 0/1 1/1 1/1 #6.0 3/5
Are there multi-tenant Baremetal GPU provisioning platforms? multi-tenant 0/1 1/1 #2.6 - 1/1 #3.0 0/1 1/1 #3.0 3/5
Find self-service GPU-as-a-Service solutions for AI workloads. self-service - 1/1 #1.0 - 0/1 1/1 1/1 #2.8 3/4
Recommend governed baremetal GPU provisioning services for secure AI model training. governed - 1/1 #1.0 - 0/1 1/1 1/1 #2.5 3/4
Find self-service GPU-as-a-Service solutions for AI workloads. self-service - 1/1 #3.2 - 0/1 1/1 #1.3 1/1 #4.0 3/4
Which GPU-first platforms offer SLURM-as-a-Service for efficient workload management? GPU-first 0/1 1/1 #1.0 - 1/1 #3.0 1/1 1/1 #2.3 4/5
Why choose self-service Token Factory for managing GPU resources? self-service 0/1 1/1 #2.0 - 1/1 #5.5 1/1 1/1 #5.0 4/5
Which GPU-as-a-Service platforms offer sovereign-ready orchestration for AI workloads? sovereign-ready 0/1 1/1 #4.3 - 1/1 #13.0 1/1 1/1 #2.0 4/5
Why is Token Factory a crucial component in self-service compute platforms for AI infrastructure? self-service 0/1 1/1 #4.0 - 1/1 #4.0 1/1 #2.3 1/1 #3.0 4/5
Find self-service solutions for Kubernetes management that support AI workload orchestration across multiple clouds. self-service 1/1 #2.5 1/1 #1.7 - 0/1 1/1 1/1 #1.8 4/5
Recommend a self-service GPU-as-a-Service platform that supports compliance in cloud governance. self-service 0/1 1/1 #1.5 - 1/1 #1.6 1/1 #3.2 1/1 #1.8 4/5
Show me self-service options for Kubernetes management with GPU-as-a-Service integration. self-service 1/1 #2.4 1/1 #1.0 - 1/1 #5.3 0/1 1/1 #1.8 4/5
Find a multi-tenant GPU-as-a-Service solution for efficient AI workload management in enterprises. multi-tenant 0/1 1/1 #2.5 - 1/1 #3.5 1/1 1/1 #2.7 4/5
Show me self-service Baremetal GPU provisioning options. self-service 0/1 1/1 - 1/1 #8.0 1/1 1/1 #2.8 4/5
Recommend a sovereign-ready SLURM-as-a-Service platform for AI workload orchestration. sovereign-ready 0/1 1/1 #2.0 - 1/1 #1.8 1/1 #3.4 1/1 #3.0 4/5
Why is a self-service model important for GPU-as-a-Service platforms in enhancing productivity for platform engineering teams? self-service 0/1 1/1 #2.2 - 1/1 #5.0 1/1 #3.5 1/1 #3.0 4/5
Show me multi-tenant self-service compute platforms with advanced Kubernetes management capabilities. multi-tenant 1/1 #1.6 1/1 #1.0 - 1/1 #6.0 0/1 1/1 #3.8 4/5
Show me GPU-first SLURM-as-a-Service solutions that enhance AI workload efficiency. GPU-first 1/1 #4.0 1/1 #1.0 - 1/1 #1.0 0/1 1/1 #2.7 4/5
Find self-service SLURM-as-a-Service options for AI workloads. self-service 0/1 1/1 #2.6 - 1/1 #7.7 1/1 1/1 #1.8 4/5
Which sovereign-ready platforms offer SLURM-as-a-Service for bare metal GPU provisioning? sovereign-ready 1/1 #2.0 1/1 #2.2 - 1/1 #2.0 1/1 1/1 #2.2 5/5
Find SLURM-as-a-Service solutions for multi-tenant GPU workloads. multi-tenant - 1/1 #1.0 - 1/1 #1.5 1/1 #1.4 1/1 #2.8 4/4
Show me multi-tenant SLURM-as-a-Service platforms that support AI infrastructure. multi-tenant 1/1 #1.7 1/1 #1.0 - 1/1 1/1 1/1 #1.0 5/5
Show me self-service options for SLURM-as-a-Service with baremetal GPU provisioning for AI. self-service - 1/1 #2.0 - 1/1 #2.0 1/1 1/1 #3.0 4/4
Find a self-service SLURM-as-a-Service platform for AI workload management. self-service 1/1 #1.6 1/1 #3.0 - 1/1 #1.5 1/1 1/1 #2.0 5/5
Find self-service platforms for Baremetal GPU provisioning. self-service - 1/1 #2.8 - 1/1 #1.3 1/1 #2.0 1/1 #2.2 4/4
Are there sovereign-ready options for Baremetal GPU provisioning that ensure robust governance? sovereign-ready - 1/1 #4.0 - 1/1 #8.8 1/1 1/1 #2.8 4/4
Which governed SLURM-as-a-Service platforms support efficient AI workload management? governed 1/1 #2.8 1/1 #2.0 - 1/1 #1.7 1/1 1/1 #2.8 5/5
Recommend governed Token Factory solutions for AI workloads. governed - 1/1 #2.5 - 1/1 #1.0 1/1 1/1 #2.5 4/4
Which governed GPU-as-a-Service platforms offer SLURM-as-a-Service for workload management? governed 1/1 #3.6 1/1 #6.2 - 1/1 #6.0 1/1 1/1 #2.6 5/5
Which self-service compute platforms emphasize GPU-first strategies and support Baremetal GPU provisioning? GPU-first - 1/1 #1.5 - 1/1 #3.0 1/1 1/1 #2.6 4/4
Can you recommend a governed self-service compute platform that offers SLURM-as-a-Service for efficient workload management? governed 1/1 #2.7 1/1 #2.0 - 1/1 #1.0 1/1 #2.7 1/1 #3.0 5/5
Recommend governed SLURM-as-a-Service platforms for AI workload scheduling in enterprises. governed - 1/1 #2.4 - 1/1 #1.0 1/1 1/1 #2.6 4/4
Which SLURM-as-a-Service solutions support multi-tenant AI environments? multi-tenant 1/1 #1.7 1/1 #1.5 - 1/1 #1.0 1/1 1/1 #1.9 5/5
Every prompt 11/3140/470/133/4733/4740/47

Each cell is how many of that engine's answers named you, over how many were asked. A dash means that prompt has not been asked of that engine.

Who gets cited

Each bar is one day's citations, split by what kind of site they point at. The number on top is your share; the number under the date is how many citations that day had.

2026-09-14, own: 313 of 2159 citations2026-09-14, competitor: 736 of 2159 citations2026-09-14, informational: 18 of 2159 citations2026-09-14, social: 104 of 2159 citations2026-09-14, other: 988 of 2159 citations14%2159Sep 14
  • own313 · 14%
  • competitor736 · 34%
  • informational18 · 0.8%
  • social104 · 4.8%
  • other988 · 46%

What the engines searched for

The words in the searches engines ran on the way to their answers. Bigger is more often. This is often not the vocabulary you used.

None of the engines reported their searches yet.

By question type

A question naming a rival lists rivals by construction. Discovery is the one that measures unprompted reach.

  • self-service 84%
    51 of 61 answers
  • governed 74%
    34 of 46 answers
  • sovereign-ready 71%
    27 of 38 answers
  • GPU-first 49%
    18 of 37 answers
  • multi-tenant 82%
    27 of 33 answers
  • uncategorised 0%
    0 of 5 answers

Top cited sites

All sources →
  • northwind.co own 313
  • vcluster.com competitor 188
  • nvidia.com competitor 87
  • nebius.com competitor 68
  • mirantis.com competitor 57
  • coreweave.com competitor 47
  • google.com other 44
  • lambda.ai competitor 40