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AI Rankings · developer tools and devops platforms · Australia

Loft Labs, according to AI (October 2026)

vcluster.com

When a buyer in Australia asked ChatGPT, Gemini or Google AI Mode for developer tools and DevOps platforms, Loft Labs came up in 1 of 180 answers. That puts it #198 of the 267 companies AI named in Australia.

Every time it came up, AI recommended it rather than just mentioning it.

  • 60 buyer questions
  • 180 answers read
  • 3 engines

Where you stand

Your totals across all 3 engines first, then the same numbers engine by engine. Rank is your place among the companies that engine named in Australia. Mention rate is the share of that engine’s answers that name you. Recommendation rate is the share of your mentions where you are put forward as a recommendation, not just named. Average position is the place you take in an answer that names you, 1 means first. Questions you appear in is how many of the 60 buyer questions named you at least once.

EngineRankMention rateRecommendation rateAverage positionQuestions you appear in
All 3 engines#198of 2671%100%1.01 of 60
ChatGPT0 of 60
Gemini0 of 60
Google AI Mode#127of 1472%100%1.01 of 60

GitLab leads on ChatGPT and Gemini. GitHub leads on Google AI Mode.

Named instead of you

The leader, the three named right above you, and you. Share of answers that name each one, overall and on each engine.

RankcompanyMention rateChatGPTGeminiGoogle AI Mode
1GitLab92 answers ahead of you52%48%55%52%
195Lambda Labslevel with you1%2%
196Linodelevel with you1%2%
197Loci Technologieslevel with you1%2%
198Loft Labsyou1%2%

Loci Technologies is level with you, ManageEngine Log360 level with you.

See, question by question, who took the spot →

In AI’s own words

How the engines described Loft Labs when they named it, word for word, from the October 2026 answers.

Viable independent and open-source software options for multi-tenant staging orchestration include: vCluster (by Loft Labs): Allows you to create fully functional, isolated virtual Kubernetes…

Allows you to create fully functional, isolated virtual Kubernetes clusters inside a single "host" Kubernetes cluster.

Google AI Mode

For multi-tenant staging, it provides each tenant or PR-based environment with its own dedicated API server and control plane without the cost or overhead of spinning up separate bare-metal or cloud-managed physical nodes.

Google AI Mode

AI states 2 facts about Loft Labs

In the October 2026 answers, AI describes your company in 2 statements: 2 about the service.

Findrix checks each one against your own facts, statement by statement, and writes the correction email for you.

Check all 2 in Findrix →

What to do with this report

  1. Get named where you are not

    Loft Labs appeared in 1 of the 60 buyer questions. Findrix runs the other 59 for you and shows who AI names there instead, and which sites got them the spot.

  2. Fix what AI gets wrong

    AI states 2 facts about Loft Labs. Findrix puts each one next to your own facts and writes the correction email for you to send.

  3. Watch it move

    In your inbox: a report after every scan and a monthly PDF for your team. An email when a fix worked or a rival overtakes you, and right away if your site blocks AI bots or goes down.

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