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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
310,216
models queried
3
latest snapshot
19 Oct

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 12 October 202636 AI responses analysed249 verified mentions

Share of voice

How AI & MLOps platforms mentions are split in Spain.

  • Amazon SageMaker9.2% share of voice, 23 mentions
  • Microsoft Azure Machine Learning6.8% share of voice, 17 mentions
  • Google Cloud AutoML6.0% share of voice, 15 mentions
  • Vertex AI6.0% share of voice, 15 mentions
  • DataRobot4.8% share of voice, 12 mentions
  • Other brands67.1% share of voice, 167 mentions

Out of 249 verified brand mentions in this snapshot.

Industry leader

Amazon SageMaker

AI & MLOps platforms · Spain

Share of voice

9.2%

Mentions

23

vs previous

no change

13% 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 Learning10 mentions
  2. Amazon SageMaker9 mentions
  3. DataRobot7 mentions

Gemini

  1. Vertex AI8 mentions
  2. Hugging Face7 mentions
  3. Amazon SageMaker6 mentions

Claude

  1. Amazon SageMaker8 mentions
  2. Hugging Face4 mentions
  3. Vertex AI4 mentions

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 Apr20 Apr4 May25 May1 Jun8 Jun15 Jun22 Jun29 Jun6 Jul13 Jul20 Jul27 Jul3 Aug10 Aug17 Aug24 Aug31 Aug7 Sept14 Sept21 Sept28 Sept5 Oct12 Oct
Amazon SageMaker8.9%8.5%7.3%7.1%5.5%5.8%14.5%14.8%8.0%9.8%6.4%12.1%10.7%8.0%11.0%7.3%12.7%13.6%8.8%7.4%10.2%10.2%9.5%7.6%6.0%17.1%9.2%
Microsoft Azure Machine Learning7.2%7.0%7.0%5.1%6.6%12.2%9.9%7.8%3.8%no scan5.7%4.7%7.1%3.4%3.1%6.4%6.5%3.6%4.1%4.1%7.1%6.1%5.7%4.3%2.6%6.5%6.8%
Google Cloud AutoML1.5%1.6%1.4%1.7%2.2%2.2%7.6%4.3%3.8%2.5%5.7%4.3%5.0%4.0%3.9%2.8%6.2%5.7%3.7%3.3%1.6%6.1%3.2%4.3%3.4%5.7%6.0%
Vertex AIno scanno scanno scan2.0%no scanno scan10.7%16.5%7.4%12.3%10.0%6.8%16.4%8.0%11.0%2.8%10.1%17.1%6.8%3.3%6.3%10.8%13.3%8.7%6.0%11.4%6.0%
DataRobot7.3%6.3%7.1%5.8%6.6%1.4%6.9%no scan1.9%1.6%2.1%2.5%2.1%2.5%2.4%2.8%2.6%3.6%1.7%no scan4.7%3.0%1.9%2.5%1.7%2.4%4.8%

Full ranking

Top 1036 AI responses analysed in this snapshot
Places 1 to 5 of 10, by share of voice. The rest require unlocking.
#BrandSharevs previous
19.2%no change
26.8%up 2
36.0%up 3
46.0%down 2
54.8%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.

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Who moved

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

Biggest risers

  1. WooCommerceE-commerce platforms · rank 4 → 2+2
  2. Microsoft Azure Machine LearningAI & MLOps platforms · rank 4 → 2+2
  3. HubSpotMarketing agency tools · rank 5 → 3+2
  4. SEMrushMarketing agency tools · rank 2 → 1+1
  5. DoctoraliaClinic & digital health software · rank 2 → 1+1

Biggest fallers

  1. Google AnalyticsMarketing agency tools · rank 4 → 10-6
  2. WixE-commerce platforms · rank 3 → 7-4
  3. BizumFintech, payments & accounting · rank 1 → 5-4
  4. KleosLegal software (practice & research) · rank 1 → 5-4
  5. Vertex AIAI & MLOps platforms · rank 2 → 4-2

How these numbers are built: methodology