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

Skincare · Haircare · Bodycare

Market proximity

  1. 01

    Skincare · Haircare · Bodycare

    92
  2. 02

    Skincare · Bodycare

    91
  3. 03

    Skincare · Bodycare

    91
  4. 04

    Skincare

    89
  5. 05

    Makeup · Skincare · Haircare · Fragrance

    89
  6. 06

    Skincare · Bodycare

    86
  7. 07

    Makeup · Skincare · Fragrance

    85
  8. 08

    Skincare

    85
  9. 09

    Skincare · Bodycare · Home

    84
  10. 10

    Skincare · Bodycare

    81

Brand affinity

  1. 01

    Skincare · Haircare · Bodycare

    88
  2. 02

    Skincare · Bodycare

    86
  3. 03

    Skincare · Bodycare

    81
  4. 04

    Skincare

    80
  5. 05

    Makeup · Skincare · Haircare · Fragrance

    79
  6. 06

    Skincare

    79
  7. 07

    Skincare · Bodycare · Home

    78
  8. 08

    Makeup · Skincare · Fragrance

    77
  9. 09

    Skincare · Bodycare

    73
  10. 10

    Makeup · Bodycare · Fragrance · Home

    70

Select a brand to see its competitive set.