You defined the core benefit in a workshop. The market defined it differently.

Replace a positioning exercise done once on slides with AI that maps your product from core benefit to potential product against real customer evidence — and keeps it current as the market moves.

$0
Send us one product and what customers say about it See Praxie in Action Now Free pilot on your own product data. You keep what we find.

AI product level analysisfor product and marketing leaders

Praxie AI Kotler’s Five Product Levels interface.

Customer Success Stories

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Manufacturing analytics

My Praxie analytics software transformed our operations, enabling data-driven decisions and streamlining our manufacturing process.

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Operational visibility

With Praxie, I found a way to take what was in documents and spreadsheets and provide my team with a visual application environment to drive our strategy with full accountability.

Elizabeth Pridham Elizabeth Pridham Perfection Fresh
Digital transformation

Praxie dramatically improved our process through digital transformation. We now have visibility and can drive decisions at a fraction of the time.

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Innovation management

I would heartily recommend the Praxie team to any organization seeking to seriously undertake a lasting and successful innovation process.

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Daily management

Our MFG Ops application greatly improved our daily management initiatives. It is easy to see how we are doing, identify issues, and track improvements—no matter where we sit.

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Custom applications

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The slide says core benefit. The customer says something else.

Running the workshop was the easy part. Checking the answer against what buyers actually say is the job.

Your CEO

“Why are we losing on a dimension we do not even market?”

Your customers

“We bought it for a reason that is not on your website.”

You

A positioning deck from two years ago, still being presented.

You do not need another workshop. You need the positioning to be tested against evidence — and refreshed as it moves.

If you own positioning

Is this your product strategy?

Most product and marketing leaders recognise at least four of these. If you recognise six, the rest of this page is written for you.

  • Positioning was agreed in a workshop and never revisited.
  • Customer research is read once and then filed.
  • Different teams describe the core benefit differently.
  • Competitor moves are noticed late.
  • Augmented product features are built without evidence of demand.
  • Win/loss insight never reaches the positioning.
  • Marketing emphasises something sales never mentions.
  • “Why do customers really buy this?” is answered by opinion.

None of this is a strategy problem. It is an evidence problem.

Is this you?

Worked example — multi-product portfolio

Positioning used to be set once and presented for years.

Workshop↓Continuoushow often positioning is tested

Several products, a positioning workshop per launch, and customer research filed after it was presented.

Because the model was built from internal opinion and then frozen, the stated core benefit drifted from what buyers actually valued — and nobody noticed until win rates moved.

With customer evidence mapped onto each product level continuously, positioning is tested rather than asserted, and the gap between what you market and what people buy becomes visible.

Strategy review, 9am

What you walk into the strategy review with

Today

A deck from two years ago.

  • Agreed once in a workshop
  • Research filed after presenting
  • Teams describing the benefit differently
  • Competitor moves noticed late
→

With Praxie

Positioning tested against evidence.

  • Customer evidence mapped to each level
  • Gaps between marketed and bought visible
  • One description across teams
  • Refreshed as the market moves
ROI of Moving from Static Slides to AI-Powered Product-Levels Strategy
Key ROI Elements
30%
Clearer Customer Value

Define the real benefit customers buy.

40%
Faster Strategy Cycles

Cut time from idea to positioned offering.

25%
Stronger Differentiation

Stand out from competitors at every level.

15%
Higher Customer Loyalty

Meet and exceed customer expectations.

Fewer
Missed Expectations

Cover every level from core to potential product.

Higher
Competitive Edge

Turn product levels into a lasting advantage.

See Praxie in Action Now

Which product do customers value differently than you expected?

How Praxie Compares for AI-Powered Kotler’s Five Product Levels

Why Positioning Workshops Go Stale

Slides &
Static Templates

  • Static one-time diagrams
  • Manual slide building
  • Limited customer insight
  • Hard to keep current
  • Higher guesswork risk

Generic Docs /
Whiteboards

  • Flexible and familiar
  • No product-levels structure
  • No customer data
  • Hard to keep aligned
  • Limited AI guidance

Traditional
Strategy Templates

  • Good starting structure
  • Standard five-levels layout
  • Manual to keep updated
  • Limited market context
  • No AI insight

Point
Survey Tools

  • Useful for collecting feedback
  • Surfaces raw customer data
  • Weak on strategy synthesis
  • Disconnected from the model
  • Limited strategy workflows
★ BEST FIT

Praxie AI-Powered
Five Product Levels

  • AI-guided five product levels
  • Unmet-need alerts and value scoring
  • Connects surveys, CRM, research & market data
  • Dashboards, workflows & strategy guidance
  • Faster deployment, lower complexity
Strategy workflow flexibility
–
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✓
Real-time market updates
–
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✓
AI insight & recommendations
–
–
–
✓
✓
Core, expected & augmented levels
–
◐
✓
–
✓
Connected customer, market & product data
–
◐
◐
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✓
Speed to deploy and adapt
–
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✓
Why Praxie
Stands Out
More dynamic than static slides and docs
Far more insightful than slides and templates
Broader than point survey tools
Faster to value than heavy consulting projects
AI-Powered Kotler’s Five Product Levels FAQ

Questions Product Leaders Ask Us First

The objections we hear in the first 20 minutes — answered plainly.

1

How does AI improve the Five Product Levels model — and can my team trust it?

Answer: The AI helps product teams make better decisions by analyzing customer needs, feedback, competitors, and market trends across all five levels. Recommendations are explainable, so teams can see why a benefit or feature matters and stay in control of every strategy decision.

2

Can this help us stand out from competitors?

Answer: Yes. The AI highlights unmet needs, weak differentiators, and gaps between expected and augmented product levels before competitors exploit them. This helps teams shift from reactive, me-too products to clearly differentiated offerings.

3

How does the system help prioritize features and levels?

Answer: The AI can help map, categorize, and prioritize features across all five levels based on customer value, differentiation, demand, and effort. Teams get a clearer view of what to build first and why.

4

Will this help us understand what customers really value?

Answer: Yes. The system analyzes patterns across customer feedback, surveys, reviews, and win/loss data to identify unmet needs, valued differentiators, and improvement opportunities across segments, markets, and offerings.

5

Is this better than slides or a static template?

Answer: Yes. Slides and static templates store a diagram but do not actively interpret it. An AI-powered workspace connects customer data, the five levels, and market insight so teams can spot opportunities, refine positioning, and continuously improve differentiation.

Bottom line: AI-powered Kotler’s Five Product Levels helps teams clarify customer value, prioritize what matters, strengthen differentiation, and move from static slides to a living, proactive product strategy.

Which product would you re-examine first, if the evidence was mapped?

Send us one product and what customers say about it. We’ll show you what Praxie would map — your levels, your evidence, your gaps.

1Send us a product230-minute review3Free pilot on your data
See Praxie in Action

No cost, no obligation — and you keep what we find either way.