ML platforms & training data tools used by Marketing & Sales companies
Each line links its public proof and the date usedby last checked it.
15
Marketing & Sales companies use ML platforms & training data tools
The most used: Hugging Face (5), H2O.ai (3), and Weights & Biases (3).Data as of Oct 25, 2026
Ranking
Tools ranked by the Marketing & Sales companies that use them. Ties go to the stronger proof.
Largest and best-proven users
Two labelled views of the same companies. Neither is a score.
Largest companies
By employee range. Size known for 9 of 15.
SalesforceChecked Oct 24, 2026
WPPChecked Oct 21, 2026
CanvaChecked Oct 24, 2026
Who uses each tool
Strongest proof first. A job post is a signal, the weakest proof.
1
Hugging Face5 companies · Checked Oct 24, 202651 confirmed 3 observed 1 signal
PreziChecked Oct 19, 2026- SalesforceChecked Oct 19, 2026
CyberAgentChecked Oct 19, 2026
WriterChecked Oct 24, 2026
AttentiveChecked Oct 23, 2026
2
H2O.ai3 companies · Checked Oct 24, 202632 confirmed 1 observed
EpsilonChecked Oct 24, 2026
BeeswaxChecked Oct 24, 2026
MarketShareChecked Oct 24, 2026
3
Weights & Biases3 companies · Checked Oct 24, 202632 confirmed 1 observed- CanvaChecked Oct 24, 2026
Neuralift AIChecked Oct 24, 2026- SalesforceChecked Oct 24, 2026
4
Anyscale2 companies · Checked Oct 20, 202625
Labelbox2 companies · Checked Oct 25, 202626
Snorkel AI1 company · Checked Oct 5, 202617
DataRobot1 company · Checked Oct 19, 202618
Domino Data Lab1 company · Checked Oct 21, 20261
How usedby counts
A company counts once per tool, at its strongest proof: confirmed (a case study, a named testimonial, a press release or the company's own account), declared (the company told usedby), observed (a vendor logo wall or customers page) or signal (a job post). Counts cover the companies on usedby, never the whole market.
No software vendor had to be left out.
Data as of October 25, 2026.
Questions
Which ML platforms & training data tools do Marketing & Sales companies use most?
Hugging Face leads: 5 of the 15 Marketing & Sales companies on usedby that use ML platforms & training data tools use it. Next: H2O.ai (3), Weights & Biases (3), Anyscale (2), and Labelbox (2). See Hugging Face.
How many Marketing & Sales companies use ML platforms & training data tools?
15 Marketing & Sales companies on usedby use at least one of 8 ML platforms & training data tools. It counts the companies usedby tracks.
What proof backs these lines?
Of the 15 companies, each counted at its strongest proof: 9 confirmed, 0 declared, 6 observed and 0 known from a job post.
How does usedby build this ranking?
usedby counts each Marketing & Sales company once per tool, from public proof: case studies, press releases, the company's own site or its declaration to usedby, vendor customer pages and job posts. Every line shows its proof and the date usedby last checked it.