AI Shelf Index · 2026 holiday shopping season

Rationale AI shopping shelf share

🧴 Skincare · 🇦🇺 AU · updated 12 Oct 2026

Standing

#35

Skincare · AU

#35 #35

Shelf-share

0.4%

of AU answers

0.0% 0.4%

Sentiment

100%

positive

No week-to-week change larger than the variation between readings.

Who's on the skincare shelf

1 La Roche-Posay
14.5%
2 Cancer Council
13.5%
3 Beauty of Joseon
6.3%
4 Hamilton
5.7%
5 Ultra Violette
4.7%
6 CeraVe
4.0%
⋯
35 Rationale
0.4%

The shoppers Rationale wins

The same answers, sliced by the shopper the question implies — where Rationale ranks best.

Where Rationale wins the journey

Its rank at each phase of the shopping journey — from first awareness to the moment of purchase.

Awareness

#34

0.6%

Research

—

not surfaced

Comparison

#32

0.4%

Validation

—

not surfaced

Purchase

—

not surfaced

Where the engines differ

ChatGPT
0.0%
Google AI Mode
0.4%

What AI says about Rationale

Observed from the answers themselves — not a score.

Sentiment

100% positive · no negative mentions

Price framing

framed premium

100% premium

“| | Rationale | Luxury / Clinic Tier ($100+) | High-end luxury biophysical skincare mapped to solar-protection and skin-identity logic.”

Google AI Mode

“Rationale — premium, structured skincare routines.”

ChatGPT

“Broadsheet +2 Rationale Best for: Ultra-luxury, professional-grade skin brightening and environmental protection.”

Google AI Mode

“Rationale** — A luxury, science-led clinical brand that maps regimens to the six pillars of healthy skin, offering high-performance barrier support, brightening, and solar defense.”

Google AI Mode

Products AI names

The specific Rationale items the engines put in front of AU shoppers.

  • #4 The Shampoo / Nourishing Cleanser 0.1%
  • Essential Six system 0.1%
  • #6 The Mask 0.0%

Shelved alongside

Brands the engines recommend in the same answers as Rationale.

How to read this

Bar is how often that brand is recommended in the same answer as Rationale, relative to the rest.

Slingso Managed Outcomes

How would Rationale grow its revenue from the AI Shopping Channel?

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Holiday Shopping 2026 · reading updated 11 Oct. An independent measurement by Slingso; not affiliated with Rationale.