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MAKING SENSE OF
LANGUAGE
INSIGHT
TO FIND
BEN HOOKWAY:
CEO RELATIVE INSIGHT
BEN@RELATIVE.AI
DEVELOPED TO CATCH
CRIMINALS ONLINE
Law Enforcement
vs
vs
SOME AMAZING LANGUAGE
FACTS!!!
The most frequent word will occur twice
as often as the second most frequent
word, three times more than the second
most frequent word and so on.
0
20,000
40,000
60,000
80,000
100,000
120,000
1 4 7 10 13 16 19 22 25 28 31 34 37 40 43 46 49 52 55 58 61 64 67 70 73 76 79 82 85 88 91 94 97 100103106109112115118121124127130133136139142145148151154157160163166169172175178181184187190193196199202
Zipf distribution - 200 data points
There are 171,000 words in the English
dictionary
50% of any decent size set of language
is made up of just 170 of those words
0
20,000
40,000
60,000
80,000
100,000
120,000
1 4 7 10 13 16 19 22 25 28 31 34 37 40 43 46 49 52 55 58 61 64 67 70 73 76 79 82 85 88 91 94 97 100103106109112115118121124127130133136139142145148151154157160163166169172175178181184187190193196199202
Zipf distribution - 200 data points
Comparison applied to consumer
understanding
20 years olds ‘wear’ make up
50 years olds ‘apply’ make up
Most people ‘take pictures’
Owners of DSLR cameras
‘shoot images’
Diet Coke discussion before Ad
Diet Coke discussion after ad
How to start – some best practice
Social Listening
Reviews
Forums
Surveys
Focus Groups
Live Chat
……….
………
Language
Time
Condition
Brand
Geography
NPS
Rating
……….
……….
Comparison Discover
Start high
See what is discovered
Then drill down
Other questions
……..
……..
Brand perception
Retailer differences
Effects over time
Audience differences
Product flaws
Service flaws
Most effective language
……..
……..
Outcomes
67% Increase in ad performance
MAKING SENSE OF
LANGUAGE
INSIGHT
TO FIND
BEN HOOKWAY:
CEO RELATIVE INSIGHT
BEN@RELATIVE.AI

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Using criminal linguistic technology in marketing - Ben Hookway, CEO, Relative Insight

Editor's Notes

  1. So my name is Ben and I’m the CEO of Relative Insight. We help brands understand consumers by understanding how different consumer s speak. But you’ll hear more about that later on. First we are going to get straight into…..
  2. … and agencies to help everyone from analysts to planners to creatives understand their audiences. In fact, we just on boarded 150 people at Unilever last week. The last example I’ll give—one I love to talk about—is Star Wars. For the first time in my life, my friends and critically my kids understand what I do for a living!…
  3. So my name is Ben and I’m the CEO of Relative Insight. We help brands understand consumers by understanding how different consumer s speak. But you’ll hear more about that later on. First we are going to get straight into…..