Skip to main content
AI Visibility Benchmark

Which AI & MLOps platforms brands does AI recommend?

ChatGPT, Gemini and Claude are the new discovery channel. Every week we measure which brands they name in this category.

AI responses analysed
312,256
models queried
3
latest snapshot
19 Oct

Europe

13 of 15 industries have data in Germany

Showing AI & MLOps platforms in Germany.

Brands AI names when someone asks about AI and MLOps platforms to build and deploy models.

The ranking reflects those questions, not the industry as a whole.

Snapshot of 5 October 202618 AI responses analysed74 verified mentions

Share of voice

How AI & MLOps platforms mentions are split in Germany.

  • Amazon SageMaker9.5% share of voice, 7 mentions
  • Microsoft Azure Machine Learning9.5% share of voice, 7 mentions
  • Vertex AI6.8% share of voice, 5 mentions
  • Databricks4.1% share of voice, 3 mentions
  • DataRobot4.1% share of voice, 3 mentions
  • Other brands66.2% share of voice, 49 mentions

Out of 74 verified brand mentions in this snapshot.

Industry leader

Amazon SageMaker

AI & MLOps platforms · Germany

Share of voice

9.5%

Mentions

7

vs previous

up 1

0% of its mentions appear in a favourable context.

Podium by model

The three models get the same questions. Where they differ is where the opportunity is.

ChatGPT

  1. Microsoft Azure Machine Learning4 mentions
  2. Amazon SageMaker3 mentions

Gemini

  1. Vertex AI3 mentions

Claude

No data in this snapshot

Top 5 trend

Share of voice across the weekly snapshots.

The line breaks where no scan ran. We do not interpolate across weeks with no data.

View the series as a table
Share of voice for the top five brands in each weekly snapshot. Empty cells are weeks with no scan.
Brand16 Mar23 Mar30 Mar6 Apr8 Jun22 Jun13 Jul27 Jul10 Aug24 Aug7 Sept21 Sept5 Oct
Amazon SageMaker5.0%4.0%5.6%5.2%5.8%11.6%6.7%9.2%5.5%15.7%10.9%9.5%9.5%
Microsoft Azure Machine Learning7.3%7.5%5.0%6.5%2.9%7.0%7.5%1.7%2.8%5.9%3.1%3.6%9.5%
Vertex AIno scanno scan2.8%no scanno scan4.7%3.0%6.9%4.6%16.7%9.3%11.7%6.8%
Databricksno scanno scanno scanno scanno scan2.3%no scanno scan2.8%1.0%no scanno scan4.1%
DataRobot8.7%7.5%7.8%8.6%4.9%1.6%4.5%1.7%2.8%2.8%1.6%2.2%4.1%

Full ranking

Top 718 AI responses analysed in this snapshot
Places 1 to 5 of 7, by share of voice. The rest require unlocking.
#BrandSharevs previous
19.5%up 1
29.5%up 6
36.8%down 2
44.1%new
54.1%no data

new: was not in the previous snapshot's ranking. no data: it moved, but on too few mentions to measure with confidence. Neither means the brand held still.

See the full ranking

Leave your email to unlock places 6 to 7, plus the weekly benchmark.

You get a weekly summary of what I measured about brands in AI. You can unsubscribe in one click.

Your brand missing from AI & MLOps platforms, or slipping?

Run a free audit and see what AI finds when someone asks about your category.

Run your free audit

Who moved

Movements between the last two snapshots in Germany, across every published industry.

Biggest risers

  1. MagentoE-commerce platforms · rank 3 → 2+1
  2. LexofficeBusiness software (CRM & B2B SaaS) · rank 5 → 4+1

Biggest fallers

  1. StripeFintech, payments & accounting · rank 1 → 3-2
  2. WooCommerceE-commerce platforms · rank 2 → 3-1
  3. AsanaMarketing agency tools · rank 2 → 3-1

How these numbers are built: methodology