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Agile Decision Tree (AD3)
Improve your point-of-sale strategies and communication with your consumer by ranking the most relevant variables in their purchase decision process.
Through our Hierarchy Occasion Construction Algorithm and an actionable visualization, identify the key attributes, occasions and characteristics that are not connecting with your customer across purchase channels.

- Indicators included
- 36
- Analysis blocks
- 9
- Depth
- Detailed
What does it solve?
- Build in-store strategies based on shopping missions and occasions
- Shape your distribution and promotion strategies around consumer decision priorities
- Understand the decision process by profile and create personalized strategies
- Negotiate shelf space with retailers
- Give your sales representatives tools to gain ground
- Identify the differentiating attributes your product needs at the point of sale
- Optimize your deployment strategy by sales channel
- Compare your product's performance across sales channels
Who is this study for?
What's included?
The analyses and indicators delivered in your report.
01Product decision tree analysis
- Decision trees by occasion
- Decision trees by channel

02Attribute analysis by importance in the decision
- Key category attribute
- Differentiating attributes
- Secondary attributes
- Attribute classification quadrant

03Attribute variability analysis
- Stable attributes
- Low-variability attributes
- High-variability attributes

04Understanding the purchase
- Activities before purchase
- Behavior during purchase
- Relevant purchase characteristics
- Purchased presentations
- Purchase price range
- Purchase influencers
- Places of purchase

05Brand purchase
- Purchase drivers for the client's brand or product
- Spontaneous and aided purchase barriers
- Brand purchase frequency
- Purchase intensity

06Relationship with the brand
- Category consumption incidence
- Category TOM and SOM
- Brands consumed
- Most preferred brand

07Consumption habits
- Products consumed alongside
- Consumption frequency
- Moments of consumption
- Consumption decision-maker
- Final consumer

08Special trees by occasion
- Decision tree for everyday occasions
- Decision tree for out-of-routine occasions
- Decision tree for extraordinary occasions (if applicable)
- Decision tree for a specific moment
09Trees by segment
- Heavy consumer decision tree
- Medium consumer decision tree
- Light consumer decision tree
Methodology
Atlantia's methodology for this study includes our Hierarchy Occasion Construction Algorithm, which builds occasions from different variables and consumption patterns while identifying and ranking the most relevant variables of the purchase decision process.
Through a friendly visualization of the key attributes of your product or service, you can identify patterns or changes in their relevance, giving you better insights for communication, placement and engagement with your consumer.
Want to apply Agile Decision Tree (AD3) to your brand?
Talk to our team and let's design the study you need together.
Frequently asked questions
What is Agile Decision Tree (AD3)?
Improve your point-of-sale strategies and communication with your consumer by ranking the most relevant variables in their purchase decision process. Through our Hierarchy Occasion Construction Algorithm and an actionable visualization, identify the key attributes, occasions and characteristics that are not connecting with your customer across purchase channels.
What does Agile Decision Tree (AD3) solve?
Build in-store strategies based on shopping missions and occasions. Shape your distribution and promotion strategies around consumer decision priorities. Understand the decision process by profile and create personalized strategies. Negotiate shelf space with retailers. Give your sales representatives tools to gain ground. Identify the differentiating attributes your product needs at the point of sale. Optimize your deployment strategy by sales channel. Compare your product's performance across sales channels.
What does the Agile Decision Tree (AD3) study include?
It includes Product decision tree analysis, Attribute analysis by importance in the decision, Attribute variability analysis, Understanding the purchase, Brand purchase, Relationship with the brand, Consumption habits, Special trees by occasion and Trees by segment.
What methodology does Agile Decision Tree (AD3) use?
Atlantia's methodology for this study includes our Hierarchy Occasion Construction Algorithm, which builds occasions from different variables and consumption patterns while identifying and ranking the most relevant variables of the purchase decision process. Through a friendly visualization of the key attributes of your product or service, you can identify patterns or changes in their relevance, giving you better insights for communication, placement and engagement with your consumer.
Who is Agile Decision Tree (AD3) for?
It is designed for Market research, Consumer Insights, Category management, Product managers, Marketing, Trade marketing and Product development teams.


