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

Haircare · Bodycare

Market proximity

  1. 01

    Bodycare · Fragrance

    85
  2. 02

    Bodycare · Fragrance

    82
  3. 03

    Skincare · Haircare · Bodycare · Fragrance · Home

    80
  4. 04

    Skincare · Bodycare

    79
  5. 05

    Haircare · Bodycare · Fragrance

    79
  6. 06

    Skincare · Haircare · Bodycare

    78
  7. 07

    Skincare · Bodycare

    78
  8. 08

    Skincare · Bodycare

    78
  9. 09

    Skincare · Bodycare

    77
  10. 10

    Skincare

    76

Brand affinity

  1. 01

    Bodycare · Fragrance

    89
  2. 02

    Bodycare · Fragrance

    86
  3. 03

    Skincare · Haircare · Bodycare · Fragrance · Home

    86
  4. 04

    Skincare · Haircare · Bodycare

    84
  5. 05

    Skincare · Bodycare · Fragrance · Home

    82
  6. 06

    Skincare · Haircare · Bodycare · Fragrance · Home

    81
  7. 07

    Haircare

    81
  8. 08

    Bodycare · Fragrance · Home

    81
  9. 09

    Skincare · Bodycare

    81
  10. 10

    Skincare · Bodycare

    81

Select a brand to see its competitive set.