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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

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 202633 AI responses analysed310 verified mentions

Share of voice

How AI & MLOps platforms mentions are split in Mexico.

  • Vertex AI9.0% share of voice, 28 mentions
  • Amazon SageMaker8.4% share of voice, 26 mentions
  • Microsoft Azure4.8% share of voice, 15 mentions
  • AWS4.2% share of voice, 13 mentions
  • Google Cloud AutoML4.2% share of voice, 13 mentions
  • Other brands69.4% share of voice, 215 mentions

Out of 310 verified brand mentions in this snapshot.

Industry leader

Vertex AI

AI & MLOps platforms · Mexico

Share of voice

9.0%

Mentions

28

vs previous

up 1

43% 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 SageMaker9 mentions
  2. Google Cloud AutoML8 mentions
  3. Microsoft Azure8 mentions

Gemini

  1. Vertex AI17 mentions
  2. Amazon SageMaker11 mentions
  3. Weights & Biases6 mentions

Claude

  1. Vertex AI7 mentions
  2. Amazon SageMaker6 mentions
  3. Hugging Face4 mentions

Top 5 trend

Share of voice across the weekly snapshots.

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 Apr13 Apr27 Apr11 May25 May8 Jun15 Jun22 Jun29 Jun6 Jul13 Jul20 Jul27 Jul3 Aug10 Aug17 Aug24 Aug31 Aug7 Sept14 Sept21 Sept28 Sept5 Oct12 Oct
Vertex AI2.5%no scanno scanno scan1.9%2.8%3.1%6.9%11.6%12.1%15.8%7.8%11.2%7.5%10.1%17.2%8.4%10.6%11.7%13.9%15.2%13.7%12.1%11.2%12.2%18.2%9.0%
Amazon SageMaker7.6%6.1%8.4%9.3%16.3%9.7%5.2%13.0%12.9%9.4%19.2%6.2%14.4%11.2%10.7%17.8%12.5%14.1%16.6%15.6%20.1%15.0%14.4%16.8%11.4%18.2%8.4%
Microsoft Azure2.7%no scan1.8%no scanno scanno scanno scan6.1%no scan7.7%no scan5.0%no scanno scan5.4%no scan1.5%no scanno scanno scan4.9%no scanno scan2.1%7.6%no scan4.8%
AWSno scan2.4%2.0%2.7%3.8%no scanno scan1.5%no scan9.1%no scan7.3%no scanno scan5.4%no scan4.0%7.0%no scan5.4%no scan2.5%3.0%2.8%no scan8.4%4.2%
Google Cloud AutoML2.7%no scan1.7%1.8%2.9%2.8%5.2%no scan5.8%3.0%6.2%3.6%no scan5.2%4.4%7.0%5.5%3.5%2.8%3.7%6.7%1.3%4.5%6.3%6.5%5.6%4.2%

Full ranking

Top 1033 AI responses analysed in this snapshot
Places 1 to 5 of 10, by share of voice. The rest require unlocking.
#BrandSharevs previous
19.0%up 1
28.4%down 1
34.8%new
44.2%down 1
54.2%down 1

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 Mexico, across every published industry.

Biggest risers

  1. Mercado LibreE-commerce platforms · rank 4 → 2+2
  2. Mercado PagoE-commerce platforms · rank 7 → 5+2
  3. Vertex AIAI & MLOps platforms · rank 2 → 1+1
  4. HubSpotBusiness software (CRM & B2B SaaS) · rank 2 → 1+1
  5. CDK GlobalDealership software (DMS) · rank 2 → 1+1

Biggest fallers

  1. SabreTravel & booking technology · rank 1 → 4-3
  2. InventarioDealership software (DMS) · rank 1 → 4-3
  3. VivanunciosProptech & real estate software · rank 2 → 5-3
  4. TiendanubeE-commerce platforms · rank 2 → 4-2
  5. SentinelOneCybersecurity platforms · rank 2 → 4-2

How these numbers are built: methodology