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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 202618 AI responses analysed167 verified mentions

Share of voice

How AI & MLOps platforms mentions are split in United States.

  • Amazon SageMaker16.8% share of voice, 28 mentions
  • Vertex AI15.0% share of voice, 25 mentions
  • Google Cloud AutoML6.6% share of voice, 11 mentions
  • Microsoft Azure Machine Learning4.8% share of voice, 8 mentions
  • Weights & Biases4.2% share of voice, 7 mentions
  • Other brands52.7% share of voice, 88 mentions

Out of 167 verified brand mentions in this snapshot.

Industry leader

Amazon SageMaker

AI & MLOps platforms · United States

Share of voice

16.8%

Mentions

28

vs previous

up 1

14% 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 SageMaker10 mentions
  2. Google Cloud AutoML6 mentions
  3. Microsoft Azure Machine Learning4 mentions

Gemini

  1. Vertex AI13 mentions
  2. Amazon SageMaker11 mentions
  3. Hugging Face4 mentions

Claude

  1. Vertex AI8 mentions
  2. Amazon SageMaker7 mentions
  3. Google Cloud AutoML3 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 May1 Jun8 Jun15 Jun22 Jun29 Jun6 Jul13 Jul20 Jul27 Jul3 Aug10 Aug17 Aug24 Aug31 Aug7 Sept14 Sept21 Sept28 Sept5 Oct12 Oct
Amazon SageMaker8.0%7.4%7.8%7.8%11.9%4.5%10.0%13.1%15.8%14.8%11.8%9.9%9.0%6.4%9.0%13.4%8.6%16.3%10.3%9.0%6.8%10.3%15.9%4.6%5.5%9.0%7.9%16.8%
Vertex AIno scanno scanno scanno scan1.4%1.8%no scan10.1%12.6%13.9%11.2%11.4%14.1%4.2%7.2%12.1%10.5%15.0%10.3%7.2%6.0%11.0%21.5%6.6%9.1%13.0%13.6%15.0%
Google Cloud AutoML2.2%1.9%2.0%2.3%3.5%1.8%no scanno scanno scanno scan6.8%no scan7.7%7.1%3.6%no scan6.7%5.6%3.3%5.4%5.3%7.5%5.6%5.0%3.6%no scan1.4%6.6%
Microsoft Azure Machine Learning4.8%4.9%5.9%7.3%24.5%7.3%11.0%6.1%7.4%2.5%3.7%6.3%3.2%4.5%2.4%4.0%5.7%2.5%3.3%2.7%5.3%4.2%no scan3.3%no scan6.0%5.7%4.8%
Weights & Biases3.7%3.3%3.9%3.4%no scan4.5%6.0%5.1%4.2%4.1%5.6%6.6%5.8%5.8%5.4%6.7%3.5%6.9%3.6%2.7%4.5%2.8%9.3%4.3%3.6%6.0%4.6%4.2%

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
116.8%up 1
215.0%down 1
36.6%no data
4Microsoft Azure Machine Learning4.8%down 1
54.2%no change

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 United States, across every published industry.

Biggest risers

  1. MozMarketing agency tools · rank 13 → 6+7
  2. PipedriveBusiness software (CRM & B2B SaaS) · rank 10 → 4+6
  3. ZohoBusiness software (CRM & B2B SaaS) · rank 8 → 3+5
  4. TalentLMSE-learning & course platforms (LMS) · rank 8 → 4+4
  5. WooCommerceE-commerce platforms · rank 4 → 2+2

Biggest fallers

  1. HubSpotMarketing agency tools · rank 3 → 5-2
  2. BlackboardE-learning & course platforms (LMS) · rank 3 → 5-2
  3. Vertex AIAI & MLOps platforms · rank 1 → 2-1
  4. SalesforceBusiness software (CRM & B2B SaaS) · rank 1 → 2-1
  5. MagentoE-commerce platforms · rank 2 → 3-1

How these numbers are built: methodology