Cluny research

Cluny Brand Map

See how AI understands, connects and recommends consumer brands.

How the scores are built

For every pair of brands, two models each score the relationship on five dimensions from 0 to 100, using only what they already know. Web search is switched off, because the point is to measure how the models themselves understand the brand landscape. Cluny blends those readings into a single figure for each pair.

  • Customer overlap — 25%
  • Positioning and price — 20%
  • Aesthetic and cultural codes — 20%
  • Category and use-case adjacency — 20%
  • Distribution and retail adjacency — 15%

The five dimensions also split into two readings, each an unweighted average of its own dimensions, carried through the same blending so they sit on the same 0–100 scale:

  • Market proximity — positioning and price, category and use-case adjacency, distribution and retail adjacency
  • Brand affinity — customer overlap, aesthetic and cultural codes

Two brands can sit close on one and far apart on the other — sharing a customer and a cultural register while competing in different aisles, tiers or channels.

Competitive set

Makeup · Skincare · Fragrance

Market proximity

  1. 01

    Skincare · Haircare · Bodycare

    86
  2. 02

    Skincare · Bodycare

    83
  3. 03

    Skincare · Bodycare

    83
  4. 04

    Skincare · Bodycare · Fragrance

    81
  5. 05

    Skincare · Bodycare

    81
  6. 06

    Skincare · Bodycare

    81
  7. 07

    Skincare

    80
  8. 08

    Skincare · Suncare · Bodycare

    80
  9. 09

    Skincare · Bodycare

    79
  10. 10

    Skincare · Haircare · Bodycare

    79

Brand affinity

  1. 01

    Skincare · Bodycare

    77
  2. 02

    Skincare · Suncare · Bodycare

    76
  3. 03

    Skincare · Haircare · Bodycare

    74
  4. 04

    Skincare · Bodycare

    73
  5. 05

    Skincare · Suncare

    71
  6. 06

    Skincare · Bodycare

    71
  7. 07

    Skincare · Bodycare · Fragrance

    65
  8. 08

    Skincare

    64
  9. 09

    Skincare · Bodycare

    63
  10. 10

    Skincare · Bodycare

    63

Select a brand to see its competitive set.