Prepared for nClouds · November 2026
Trelliswork AI Visibility Benchmark · ChatGPT

ChatGPT names nClouds in 19 of 60 buyer answers.

ChatGPT recommends nClouds to SaaS engineering teams and for EKS migrations. Ask it who can cut a cloud bill, run a Premier Tier migration or handle GovCloud, and it sends buyers to Mission Cloud, Rackspace, stackArmor and 65 other companies.

19 / 60

Buyer answers that name nClouds, 9 with search off and 10 with search on

6 / 6

Brand answers that identify nClouds correctly with search on

68

Other companies named. Mission Cloud leads with 40 answers.

01 / Brand baseline

ChatGPT knows what you do. It describes the nClouds of a few years ago.

With search off, the answer shows what the model already believes. With search on, it shows what it can find. From memory, ChatGPT knows nClouds as an AWS DevOps and managed services firm. With search, it adds the AI work and the acquisitions, and it finds your Glassdoor reviews before your clients.

What does ChatGPT think you are?

Asked: “Who is nClouds?”

Search off

Knows you, without the new story

Knows you as an AWS consultancy for migration, DevOps, managed services and cost optimization. One run adds 2012 and the San Francisco Bay Area. No run mentions AI-native work, nVision or your acquisitions.

3 of 3 runs right

Search on

Finds the current company

Reads nclouds.com, LinkedIn and AWS Marketplace. Gets 2012, Salt Lake City, Premier Tier status, AI services, and the Foghorn or AppEvolve deals. Lists your headcount as 51 to 200.

3 of 3 runs

What is it like to work with you?

Asked: “What is it like to work with nClouds?”

Search off

Treats it as a job question

All three runs lead with what it is like to work at nClouds, with general consulting pros and cons and no facts about your clients.

0 of 3 runs describe client experience

Search on

Finds you, through Glassdoor

All three runs cite Glassdoor (3.6 of 5) and flag reviews from June to August 2026 that criticize leadership. Two add that customer feedback is more positive. None quotes a client result.

3 of 3 runs find you

02 / How the benchmark works

We asked the way a buyer asks, then counted who got named.

Ask like a buyer

10 questions written from the buyer's side, with a real constraint in each. nClouds' name never appears in them.

Two modes

Each question ran with web search off, from memory, and on, where ChatGPT reads the web first.

Three fresh runs

Every question ran three times in a clean temporary chat on a paid test account with memory off, so one lucky answer can't skew it.

Count who's named

We pulled every company each answer recommends, in order, and tallied them across all runs.

10 + 2 questions×2 modes×3 runs=72 answers
Visibility

Share of the 60 buyer answers that name you.

Consistency

How many of the 3 runs name you for the same question.

Recognition

Whether the brand questions describe you correctly.

03 / The questions

12 questions across the buying journey.

Brand

Names nClouds. Scored for recognition, kept out of the visibility count.

  1. B1Who is nClouds?
  2. B2What is it like to work with nClouds?
Awareness

The buyer is naming the need and looking for a shortlist.

  1. Q01Which AWS managed service providers specialize in mid-sized SaaS companies?
  2. Q02aws premier partner for migration and modernization 300 employee company
  3. Q09aws govcloud and fedramp consulting partner for a healthtech startup
Consideration

The buyer is comparing specialists, scale and alternatives.

  1. Q03We're a 150-person SaaS company on AWS and our cloud bill doubled in a year. Which partners can take over 24/7 operations and cut our costs?
  2. Q04alternatives to Rackspace and Accenture for AWS managed services mid-market
  3. Q05We need to move our SaaS app from EC2 to Kubernetes on EKS this year without hiring a platform team. Which AWS consulting firms can do this?
  4. Q06aws consulting partner to build generative ai agents on bedrock for a mid-sized company
  5. Q10We're a 60-person company on a tight budget. Who can do an AWS Well-Architected review and a migration readiness assessment before we commit to a bigger project?
Decision

The buyer is checking cost and how to choose.

  1. Q07how much does an aws managed services provider cost per month for a $50k monthly aws bill
  2. Q08What should we look for when choosing an AWS managed service provider for a 500-person company?
04 / Who ChatGPT recommends

Mission Cloud owns the shortlist. You win when the buyer is a SaaS engineering team.

Mission Cloud shows up for 8 of 10 questions and usually comes first. nClouds owns SaaS MSP shortlists and EKS migrations. The nearest miss is Q03: cutting a cloud bill and taking over 24/7 operations is your managed services offer, and ChatGPT named you in 0 of 6 answers.

Awareness Consideration Decision
Q01Mid-sized SaaS MSPs Q02Premier migration, 300 staff Q09GovCloud, FedRAMP Q03Cut costs, 24/7 ops Q04Alt. to Rackspace / Accenture Q05EC2 to EKS Q06GenAI agents on Bedrock Q10Budget assessment Q07MSP cost, $50k bill Q08How to choose an MSP
nClouds 6 4 5 1 3
Mission Cloud competitor 6 5 3 6 6 4 6 4
Caylent competitor 3 2 1 3 6 6
ClearScale competitor 4 4 1 1 1
Rackspace Technology 3 3 6 4 1 2
DoiT 5 2 3 3 3
AllCloud 4 1 5 2
Presidio 5 3 1 3
Logicworks 3 2 5
Cloudelligent 1 2 3 1 2
Cloudticity 3 1 1 4
Slalom 2 1 5
stackArmor 6
Coalfire 6
Opsio 3
SnapSoft 3
AWS Managed Services partner 1 1
Answers naming the company, of 6 per question123456nClouds row
05 / Why competitors are winning

The firms that win publish two to three times more proof, and it ranks.

nClouds has more referring domains than Mission Cloud, Caylent or ClearScale. Its posts and case studies barely surface in search: 42 ranking keywords against 590 for Mission Cloud. ChatGPT reads that proof before it builds a shortlist.

LinkedIn followers
18KnClouds
~101KPeer median
LinkedIn company pages
Blog and news posts
270nClouds
652Peer median
Site maps
Case studies
42nClouds
94Peer median
Site maps
Domain Rating
58nClouds
68Peer median
Ahrefs

Brand score

Average of six signals, each scored against the strongest company in the set: Domain Rating as is, and referring domains, organic visits, posts, case studies and LinkedIn followers on a log scale.

Rackspace Technology94named in 19 of 60
DoiT88named in 16 of 60
Mission Cloud81named in 40 of 60
AllCloud81named in 12 of 60
Caylent80named in 21 of 60
ClearScale74named in 11 of 60
nClouds71named in 19 of 60

Footprint vs. answers

A bigger footprint helps, but it doesn't decide the shortlist. Rackspace scores 94 and gets named as often as you. Mission Cloud scores 81 and gets named twice as often as anyone else.

0 5 10 15 20 25 30 35 40 45 60 70 80 90 100 Brand score (0 to 100) Answers naming them (of 60) nClouds: score 71, named 19 nClouds Mission Cloud: score 81, named 40 Mission Cloud Caylent: score 80, named 21 Caylent ClearScale: score 74, named 11 ClearScale Rackspace Technology: score 94, named 19 Rackspace Technology DoiT: score 88, named 16 DoiT AllCloud: score 81, named 12 AllCloud
The outlier

Mission Cloud scores 81 and gets named in 40 answers.

It has the smallest LinkedIn audience in the set (15K). What it has is published proof that ranks: 677 posts, 111 case studies and 590 ranking keywords. It shows up for 8 of 10 questions, including the cost and 24/7 operations question where nClouds never appears, and ChatGPT names it from memory in 24 of 30 search-off answers.

Company Named (of 60) Brand score Domain Rating Referring domains Organic visits / mo Ranking keywords Blog and news posts Case studies LinkedIn followers
Mission Cloudmissioncloud.com 40 81 65 2,792 3,588 590 677 111 15K
Caylentcaylent.com 21 80 71 2,755 1,880 406 435 78 49K
nCloudsnclouds.com 19 71 58 3,121 445 42 270 42 18K
Rackspace Technologyrackspace.com 19 94 86 29,415 142,286 5,976 977 27 638K
DoiTdoit.com 16 88 72 5,389 9,218 1,298 757 143 138K
AllCloudallcloud.io 12 81 66 1,768 1,139 199 627 109 106K
ClearScaleclearscale.com 11 74 59 1,884 440 115 263 61 96K
  • Domain Rating, referring domains, organic visits and ranking keywords from Ahrefs, November 10, 2026, all locations. Posts and case studies counted from each site's XML sitemaps on November 10, English pages only. LinkedIn followers as shown on each company page, rounded to the nearest thousand.
  • Rackspace is a far larger multicloud and hosting company, so its links and traffic cover much more than AWS services.
  • DoiT works across Google Cloud and AWS and sells software, so part of its traffic comes from product pages.
  • Mission Cloud, Caylent and ClearScale are the competitors we picked for this benchmark. Rackspace, DoiT and AllCloud are firms ChatGPT names often for your buyer questions.
06 / What's next

Choose your next step.

Option 01 /

Expand the report

Ask the same questions in every major AI platform for a full visibility report, not just ChatGPT.

GeminiPerplexityClaudeGrokMicrosoft Copilot
Expand the report
Option 02 /

Build your content strategy with Trelliswork

We plan and produce the pages, proof and placements AI models draw on, and get nClouds on the map.

Talk to Trelliswork