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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
310,816
models queried
3
latest snapshot
19 Oct

South America

11 of 15 industries have data in Uruguay

Showing AI & MLOps platforms in Uruguay.

This benchmark measures global platforms and tools as seen from Uruguay. To find out which Uruguayan institutions and brands AI recommends, there's a dedicated study: 35 verticals, 11,277 responses →

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 analysed128 verified mentions

Share of voice

How AI & MLOps platforms mentions are split in Uruguay.

  • Vertex AI14.1% share of voice, 18 mentions
  • Amazon SageMaker10.2% share of voice, 13 mentions
  • Hugging Face5.5% share of voice, 7 mentions
  • Microsoft Azure Machine Learning5.5% share of voice, 7 mentions
  • Caso de uso3.9% share of voice, 5 mentions
  • Other brands60.9% share of voice, 78 mentions

Out of 128 verified brand mentions in this snapshot.

Industry leader

Vertex AI

AI & MLOps platforms · Uruguay

Share of voice

14.1%

Mentions

18

vs previous

no change

6% 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. H2O.ai3 mentions

Gemini

  1. Vertex AI12 mentions
  2. Amazon SageMaker5 mentions
  3. Azure OpenAI Service3 mentions

Claude

  1. Amazon SageMaker4 mentions
  2. Vertex AI4 mentions
  3. Caso de uso3 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 Mar13 Apr27 Apr11 May25 May8 Jun22 Jun6 Jul27 Jul10 Aug24 Aug7 Sept21 Sept5 Oct
Vertex AIno scanno scan1.7%2.1%no scan20.0%7.6%9.5%3.7%14.1%10.7%10.5%20.0%14.7%14.1%
Amazon SageMaker9.9%7.0%10.9%6.3%12.0%12.6%10.9%9.5%4.7%17.8%16.0%15.0%18.8%10.7%10.2%
Hugging Faceno scan2.6%no scanno scanno scan3.2%9.2%5.1%2.6%1.8%3.3%1.5%3.8%10.7%5.5%
Microsoft Azure Machine Learning5.8%6.1%11.8%6.3%17.3%5.3%no scan2.9%2.1%3.7%2.0%4.5%2.5%no scan5.5%
Caso de usono scanno scanno scanno scanno scanno scanno scanno scanno scan1.2%no scanno scanno scanno scan3.9%

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
114.1%no change
210.2%no change
35.5%no change
45.5%new
53.9%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.

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Who moved

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

Biggest risers

  1. ShopifyE-commerce platforms · rank 2 → 1+1

Biggest fallers

  1. TiendanubeE-commerce platforms · rank 1 → 2-1
  2. InfoCasasProptech & real estate software · rank 1 → 2-1

How these numbers are built: methodology