SAM Framework
The strategic layer that keeps AI from generating generic content.
SAM (Social Analytics Manager) is the framework and Sodana is the application that uses it to turn brand analysis into a clearer reading of positioning, opportunity and content.
Overview
How the SAM Framework works at a high level.
Sodana uses the SAM Framework as a reading and action sequence: first understand context, then spot opportunities, clarify positioning and finally turn it into useful content for the brand.
Step 01
Understand the customer
Observe the brand context, its market and how the audience perceives its proposition.
Step 02
Detect needs
Identify gaps, friction and opportunities that are slowing growth or message clarity today.
Step 03
Clarify positioning
Define a clearer direction so the brand can communicate value in a coherent, recognizable way.
Step 04
Boost the brand
Turn that direction into a stronger base to grow, differentiate and connect better with its audience.
Step 05
Guide content generation
Use that learning to steer content pieces that align better with the brand and what the customer needs to hear.
Step 01
Understand the customer
Observe the brand context, its market and how the audience perceives its proposition.
Step 02
Detect needs
Identify gaps, friction and opportunities that are slowing growth or message clarity today.
Step 03
Clarify positioning
Define a clearer direction so the brand can communicate value in a coherent, recognizable way.
Step 04
Boost the brand
Turn that direction into a stronger base to grow, differentiate and connect better with its audience.
Step 05
Guide content generation
Use that learning to steer content pieces that align better with the brand and what the customer needs to hear.
Helps you understand what is happening with the brand.
Reduces confusion and organizes the overall business reading to make better communication decisions.
Helps communicate the brand's value more clearly.
Aligns what the brand wants to project with what the customer actually perceives and needs.
Helps turn strategy into action.
Takes a broad strategic reading and turns it into practical guidance to grow and sustain the brand's presence.
Framework modules
Nine tools to decide, review and produce.
Each module answers a concrete question in the content flow: from pre-publish diagnosis to disruptive campaign positioning.
PVP Diagnosis
Module 01 Potential Virality Score (PVP)
Evaluates a piece before publishing to detect whether it has enough foundation, clarity, impact and interaction.
5-50 Filter Clarity
Module 02 5-50 Filter and General Content
Simplifies the message and checks whether the content can attract a broad audience before narrowing too much.
Levels Audience
Module 03 Awareness Levels
Maps each piece to the audience's mental stage so you do not talk to everyone the same way.
Functions Message
Module 04 The 3 Communicative Functions
Defines whether the piece exists to educate, connect or persuade, avoiding ambiguous content.
Script Production
Module 05 Script Structure
Orders the piece in a simple sequence to avoid directionless content.
PPV Positioning
Module 06 Primary Value Promise (PPV)
Clarifies the brand's central promise so content does not communicate scattered messages.
Method Differentiation
Module 07 Unique Method (UM)
Documents the proprietary method that differentiates the brand and makes it repeatable in content and sales.
Character Identity
Module 08 Brand Character
Grounds how the brand looks, speaks and is perceived to earn fast recognition.
EPD Strategy
Module 09 Disruptive Positioning Strategy (EPD)
Explores routes to differentiate memorably when competing on more of the same is not enough.
Inside Sodana
The SAM Framework is already used inside Sodana for content generation.
Sodana uses this logic to steer content creation with more context, more intent and a direction better aligned with the brand's identity and goals.
- Helps generate ideas more connected to the brand's positioning.
- Helps structure scripts with a clearer, more useful message for the audience.
- Helps keep strategy, narrative and content execution consistent.
Framework
Use strategy, data and AI as one content system.
Create your account to set up brand, connect accounts and produce with real context.