AI / ML Marketing Benchmarks
Based on 147 analyzed websites
Score Distribution
OverallMedian: 66 | Mean: 66
48
80
CTA EffectivenessMedian: 45 | Mean: 48.8
0
80
ClarityMedian: 52 | Mean: 54.1
12
100
ICP ClarityMedian: 45 | Mean: 46.3
0
100
First ImpressionMedian: 40 | Mean: 40.7
12
100
Pricing PageMedian: 65 | Mean: 44.6
0
100
Grade Distribution
3%
3%
10%
27%
23%
20%
12%
2%
A+AA-B+BB-C+CC-D+DD-F
Share of 147 AI / ML homepages at each grade.
Top AI / ML Sites
1angular.io
80/1002aidemsrv.com
79/1003rocketlawyer.com
79/1004entrata.com
78/1005bttn.io
77/1006machinelearningmastery.com
76/1007opencv.org
76/1008raygun.io
76/1009archistar.ai
76/10010fanplayr.com
75/10011google-analytics.com
75/10012quadlayers.com
75/10013cardconnect.com
74/10014mturk.com
74/10015netnanny.com
74/100Common Positioning Archetypes
platform ecosystem44 sites
premium leader22 sites
community movement22 sites
price value13 sites
trust authority9 sites
Other Industries
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