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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 17 August 202618 AI responses analysed171 verified mentions

Share of voice

How AI & ML mentions are split in Canada.

  • Amazon SageMaker18.1% share of voice, 31 mentions
  • Vertex AI13.4% share of voice, 23 mentions
  • AWS8.2% share of voice, 14 mentions
  • Google8.2% share of voice, 14 mentions
  • Microsoft Azure Machine Learning7.6% share of voice, 13 mentions
  • Other brands44.4% share of voice, 76 mentions

Out of 171 verified brand mentions in this snapshot.

Industry leader

Amazon SageMaker

AI & ML · Canada

Share of voice

18.1%

Mentions

31

vs previous

no change

10% 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 SageMaker8 mentions
  2. Google5 mentions
  3. Microsoft Azure Machine Learning5 mentions

Gemini

  1. Amazon SageMaker12 mentions
  2. Vertex AI12 mentions
  3. Microsoft Azure Machine Learning6 mentions

Claude

  1. Amazon SageMaker11 mentions
  2. Vertex AI7 mentions
  3. AWS5 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 Mar20 Apr4 May18 May15 Jun6 Jul20 Jul3 Aug17 Aug
Amazon SageMaker6.6%9.2%20.0%12.9%12.0%8.7%13.4%8.0%11.5%18.1%
Vertex AIno scanno scan2.7%7.1%2.4%11.1%12.1%2.8%no scan13.4%
AWSno scanno scanno scanno scanno scan1.6%no scan7.4%no scan8.2%
Google12.4%no scanno scanno scanno scanno scanno scanno scan9.8%8.2%
Microsoft Azure Machine Learning5.8%22.9%12.0%11.4%10.8%7.1%10.7%6.3%6.6%7.6%

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
118.1%no change
213.4%new
38.2%new
4Google8.2%down 2
57.6%up 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 Canada, across every published industry.

Biggest risers

  1. BigCommerceE-commerce · rank 5 3+2
  2. SEMrushAgencies · rank 2 1+1
  3. Magento (Adobe Commerce)E-commerce · rank 3 2+1
  4. Microsoft Azure Machine LearningAI & ML · rank 6 5+1
  5. CanvasEducation · rank 3 2+1

Biggest fallers

  1. WooCommerceE-commerce · rank 2 4-2
  2. GoogleAI & ML · rank 2 4-2
  3. PIPEDACybersecurity · rank 2 4-2
  4. MoodleEducation · rank 2 4-2
  5. WixE-commerce · rank 4 5-1

How these numbers are built: methodology