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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
310,670
models queried
3
latest snapshot
19 Oct

Europe

10 of 15 industries have data in France

Showing AI & MLOps platforms in France.

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 202618 AI responses analysed112 verified mentions

Share of voice

How AI & MLOps platforms mentions are split in France.

  • Dataiku9.8% share of voice, 11 mentions
  • Microsoft Azure Machine Learning9.8% share of voice, 11 mentions
  • Vertex AI9.8% share of voice, 11 mentions
  • Amazon SageMaker8.9% share of voice, 10 mentions
  • Hugging Face7.1% share of voice, 8 mentions
  • Other brands54.5% share of voice, 61 mentions

Out of 112 verified brand mentions in this snapshot.

Industry leader

Dataiku

AI & MLOps platforms · France

Share of voice

9.8%

Mentions

11

vs previous

up 2

55% 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 Learning7 mentions
  2. Amazon SageMaker4 mentions
  3. Dataiku3 mentions

Gemini

  1. Dataiku6 mentions
  2. Hugging Face5 mentions
  3. Vertex AI5 mentions

Claude

  1. Microsoft Azure Machine Learning4 mentions
  2. Vertex AI4 mentions
  3. Amazon SageMaker3 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.
Brand23 Mar30 Mar8 Jun29 Jun13 Jul27 Jul10 Aug24 Aug7 Sept21 Sept12 Oct
Dataikuno scan16.3%6.0%6.0%2.1%7.2%3.0%2.4%2.6%8.0%9.8%
Microsoft Azure Machine Learning6.5%6.7%4.5%8.2%no scan2.4%2.4%1.6%3.4%6.7%9.8%
Vertex AIno scanno scan7.5%7.5%9.1%9.6%12.0%5.6%6.8%no scan9.8%
Amazon SageMaker11.7%10.6%7.5%13.4%6.3%8.4%13.3%4.0%3.4%10.7%8.9%
Hugging Faceno scan4.8%2.2%6.0%5.6%4.8%3.6%8.9%9.4%no scan7.1%

Full ranking

Top 1018 AI responses analysed in this snapshot
Places 1 to 5 of 10, by share of voice. The rest require unlocking.
#BrandSharevs previous
19.8%up 2
29.8%up 2
39.8%new
48.9%down 3
57.1%new

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

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Who moved

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

Biggest risers

  1. WixE-commerce platforms · rank 7 → 2+5
  2. SlackBusiness software (CRM & B2B SaaS) · rank 6 → 2+4
  3. WooCommerceE-commerce platforms · rank 8 → 4+4
  4. HubSpotBusiness software (CRM & B2B SaaS) · rank 2 → 1+1
  5. GhostPublishing & newsletter platforms · rank 3 → 2+1

Biggest fallers

  1. QontoBusiness software (CRM & B2B SaaS) · rank 1 → 5-4
  2. Amazon SageMakerAI & MLOps platforms · rank 1 → 4-3
  3. PrestaShopE-commerce platforms · rank 2 → 3-1
  4. DrupalPublishing & newsletter platforms · rank 2 → 3-1

How these numbers are built: methodology