Platform/Survey/TURF
Product lineup and reach optimization
TURF

Reach the most customers with the fewest products.

TURF (Total Unduplicated Reach and Frequency) finds the optimal combination of products, features, or messages that reaches the most unique customers — with reach curve, optimal combinations, marginal reach, and overlap analysis.

Reach curveOptimal combinationsMarginal reachOverlap analysisAvg frequency
100%
Unduplicated Reach
4
Analysis Sections
All
Combinations Tested
AI
Auto Interpretation

Choosing a product lineup — sound familiar?

01Too many product/flavor options to offer them all?
02Picking the top sellers — but they overlap the same buyers?
03No idea which lineup reaches the most people?
04Guessing where adding one more item stops paying off?

TURF finds the combination that reaches the most people — with the fewest items.

01 · REACH CURVE

How many customers can your current line-up reach?

See where reach growth starts to slow down.

TURF — Total Unduplicated Reach and Frequency — calculates how many unique people are reached by a set of items. The reach curve shows cumulative reach as items are added, and flags the point of diminishing returns where each additional item contributes little new reach.

Best Reach
84%
4 items
Items
8
evaluated
Plateau
4
diminishing
Cumulative Reach Curve
Best portfolio123456

Reach climbs fast then flattens — adding a 5th item gains only +4pp.

02 · BEST PORTFOLIO

The combination that reaches the most customers.

See the best combination for every portfolio size.

Skari searches all combinations and returns the highest-reach set for each size — the best single item, the best pair, the best trio, and so on. Instead of guessing which three flavors, features, or messages to ship, you get the exact combination that maximizes unique reach.

Best Combination by Size
1Vanilla42%
2Vanilla + Mango63%
3Vanilla + Mango + Mint76%
4Vanilla + Mango + Mint + CoffeeBest84%

03 · MARGINAL REACH

The actual new customers each item adds.

Count only the newly reached customers.

A popular item can be redundant if everyone who likes it already likes something else in your set. Marginal reach shows the net new customers each item brings to the portfolio — so you keep items that expand your audience and drop the ones that only duplicate existing reach.

Incremental Reach per Item

New people reached by adding each item to the portfolio.

Vanilla
+42pp
Mango
+21pp
Mint
+13pp
Coffee
+8pp
Lemon
+4pp
Berry
+2pp

04 · DUPLICATION

Check overlap between products.

Find items that share the same customer base.

Two items that appeal to the exact same respondents cannibalize each other — carrying both costs more without adding reach. The duplication view shows pairwise overlap so you can identify near-substitutes and choose the one that pairs best with the rest of your portfolio.

Duplication Between Items

Share of respondents who like both items — high overlap means cannibalization.

Vanilla × Mango
18%
Vanilla × Mint
11%
Mango × Mint
24%
Mint × Coffee
6%

Mango × Mint overlap (24%) — keeping both adds little net reach.

IN THE REPORT

Everything the TURF report delivers.

Choices in — reach, optimal combination, and lift out.

Cumulative reach curve

See total unduplicated reach climb as items are added.

Diminishing-returns point

Flags where each added item stops adding meaningful reach.

Best combination per size

The highest-reach set for every portfolio size, 1..n.

Exhaustive combination search

Evaluates all combinations, not just the top sellers.

Combination detail table

Members and reach % for each combination, best highlighted.

Marginal reach per item

Net new customers each item brings to the portfolio.

Low-contribution flags

Identify redundant items that only duplicate reach.

Pairwise duplication

Share of respondents who like both items in a pair.

Overlap & cannibalization view

Spot near-substitutes so you keep only the best pair member.

AI auto-interpretation

Plain-language reading of the optimal mix and its lift.

From a long list to the optimal product mix.

Reach curve, optimal combinations, marginal reach, and overlap analysis — in one automated workflow.

No credit card required
4 analysis views