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AI Visibility Benchmark

Is AI recommending your brand or your competitors?

ChatGPT, Gemini and Claude are the new discovery channel. Every week we measure which brands they name across 15 industries and 20 markets.

AI responses analysed
277,815
models queried
3
latest snapshot
24 Aug

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

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

Snapshot of 24 August 202618 AI responses analysed121 verified mentions

Share of voice

How AI & ML mentions are split in Spain.

  • Hugging Face9.1% share of voice, 11 mentions
  • Amazon SageMaker7.4% share of voice, 9 mentions
  • Microsoft Azure Machine Learning4.1% share of voice, 5 mentions
  • Azure ML3.3% share of voice, 4 mentions
  • Google Cloud AutoML3.3% share of voice, 4 mentions
  • Other brands72.7% share of voice, 88 mentions

Out of 121 verified brand mentions in this snapshot.

Industry leader

Hugging Face

AI & ML · Spain

Share of voice

9.1%

Mentions

11

vs previous

up 16

45% 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. Amazon SageMaker4 mentions
  2. Microsoft Azure Machine Learning4 mentions
  3. Google Cloud AutoML3 mentions

Gemini

  1. Hugging Face5 mentions
  2. Amazon SageMaker3 mentions
  3. Google Cloud Vertex AI3 mentions

Claude

  1. Hugging Face4 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 Aug
Hugging Face2.1%1.7%2.1%1.6%2.2%no scan3.8%2.6%2.2%8.2%2.9%3.1%5.7%2.8%7.1%1.8%4.6%2.1%1.7%9.1%
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%
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%
Azure MLno scanno scanno scanno scanno scanno scan2.3%no scanno scanno scan2.9%2.8%5.0%no scan3.1%2.8%no scanno scan2.7%3.3%
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%

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
19.1%up 16
27.4%down 1
34.1%no change
43.3%no data
53.3%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. MailchimpSaaS · rank 4 2+2
  2. SEMrushAgencies · rank 2 1+1
  3. PrestaShopE-commerce · rank 4 3+1
  4. RevolutFinance · rank 3 2+1

Biggest fallers

  1. AhrefsAgencies · rank 1 2-1
  2. WixE-commerce · rank 3 4-1
  3. BizumFinance · rank 2 3-1
  4. Amazon SageMakerAI & ML · rank 1 2-1
  5. RedsysFinance · rank 4 5-1

How these numbers are built: methodology