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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
0
models queried
3
latest snapshot
7 Sept

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 31 August 202618 AI responses analysed101 verified mentions

Share of voice

How AI & MLOps platforms mentions are split in Global.

  • Amazon SageMaker10.9% share of voice, 11 mentions
  • Hugging Face9.9% share of voice, 10 mentions
  • Google Cloud AutoML6.9% share of voice, 7 mentions
  • Vertex AI6.9% share of voice, 7 mentions
  • PyTorch5.0% share of voice, 5 mentions
  • Other brands60.4% share of voice, 61 mentions

Out of 101 verified brand mentions in this snapshot.

Industry leader

Amazon SageMaker

AI & MLOps platforms · Global

Share of voice

10.9%

Mentions

11

vs previous

no change

9% 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 SageMaker7 mentions
  2. DataRobot3 mentions
  3. Google Cloud AutoML3 mentions

Gemini

  1. Google Cloud AutoML4 mentions
  2. Hugging Face4 mentions
  3. Vertex AI3 mentions

Claude

  1. Hugging Face4 mentions
  2. Vertex AI3 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 Apr20 Apr4 May18 May1 Jun8 Jun15 Jun22 Jun29 Jun6 Jul13 Jul20 Jul27 Jul3 Aug10 Aug17 Aug24 Aug31 Aug
Amazon SageMaker7.6%7.8%7.4%6.6%8.9%12.0%8.5%16.8%6.1%3.6%9.5%11.4%10.9%15.2%6.3%3.3%10.4%5.0%18.1%6.7%10.9%
Hugging Faceno scan1.4%2.5%2.2%no scanno scan4.9%no scan3.0%3.6%10.3%2.7%3.9%no scan2.8%9.1%no scan6.3%no scan3.0%9.9%
Google Cloud AutoML2.8%2.8%3.0%2.8%1.6%2.6%no scan2.1%5.5%no scan5.2%5.4%4.2%no scan4.8%5.8%no scan5.8%2.1%5.2%6.9%
Vertex AIno scanno scanno scanno scanno scan4.3%no scan8.4%5.5%6.8%6.0%8.1%10.9%14.6%7.1%2.5%9.7%9.6%12.5%2.2%6.9%
PyTorch5.3%5.3%5.6%6.0%no scanno scan4.9%no scan2.4%2.8%no scanno scan2.1%no scanno scanno scanno scan2.5%no scan2.6%5.0%

Full ranking

Top 918 AI responses analysed in this snapshot
Places 1 to 5 of 9, by share of voice. The rest require unlocking.
#BrandSharevs previous
110.9%no change
29.9%up 4
36.9%no change
4Vertex AI6.9%up 7
55.0%up 5

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 Global, across every published industry.

Biggest risers

  1. ActiveCampaignBusiness software (CRM & B2B SaaS) · rank 11 3+8
  2. Hugging FaceAI & MLOps platforms · rank 6 2+4
  3. CourseraE-learning & course platforms (LMS) · rank 5 2+3
  4. AsanaMarketing agency tools · rank 3 1+2
  5. Monday.comMarketing agency tools · rank 4 2+2

Biggest fallers

  1. SEMrushMarketing agency tools · rank 1 4-3
  2. TalentLMSE-learning & course platforms (LMS) · rank 2 4-2
  3. WixE-commerce platforms · rank 4 5-1
  4. CernerClinic & digital health software · rank 2 3-1
  5. AhrefsMarketing agency tools · rank 2 3-1

How these numbers are built: methodology