BrandExperienceExcellence

Panache.ai helps benchmark brand performance, uncover insights, and measure brand experience.

Panache.ai brand experience dashboard

Brand Tracking

Luxury

Point BX Framework

6

Insight

AI-native

Quality · Loyalty

NPS

Six Pillars Of Brand Health

Panache.ai measures brand health across six layers, connecting strategy to business outcomes with real performance metrics.

Business Outcomes

How are the actions of the target audience driving business results?

At the summit sits the only thing that ultimately matters — whether the brand's audience is behaving in ways that create real business value. Panache.ai ties experience signals to outcomes like revenue, profit and customer lifetime value, so brand becomes a driver on the P&L rather than a cost centre defended on faith.

Experience

Is our audience's experience delivering on our brand positioning?

A brand is a promise, and experience is whether that promise is kept. This layer measures brand-experience satisfaction against the brand's stated positioning and personality — revealing the gap between what a brand says it is and what its audience actually feels at every touchpoint.

Engagement

Does our target audience want to engage with our brand?

Awareness is worthless if it doesn't convert into desire. Engagement asks whether the audience actually wants to interact with the brand, measured through purchase intent — the leading indicator that separates brands people admire from brands people buy.

Communication

Is our strategy communicated in a way that resonates with the audience?

Even a great strategy fails if it doesn't land. This layer assesses whether the brand's message resonates with its target audience, tracked through equity measures grounded in the brand's strategy and personality — so tone, story and voice are treated as measurable assets, not guesswork.

Reach

Is our target audience aware of us?

Before any of the above can happen, the audience has to know you exist. Reach measures aided and unaided awareness — the raw visibility of the brand in the minds of the people who matter, and the foundation everything else is built upon.

Strategy

Does enough of our audience find value and differentiation in our strategy?

At the base lies the question that decides it all: does enough of the target audience find genuine value and differentiation in what the brand offers? Measured through value, differentiation and total addressable market, this is the bedrock that determines whether the other five layers have anything solid to stand on.

Great Brands
Deserve Better Measurement.

Measure brand performance, compare competitors, and transform fragmented digital data into actionable insights that drive smarter marketing decisions and sustained growth.

Fragmented StrategyScattered digital efforts.
Inadequate BenchmarkingNo clear competitor comparison.
Competitive Blind SpotsMissed competitive opportunities.
Fragmented StrategyScattered digital efforts.
Inadequate BenchmarkingNo clear competitor comparison.
Competitive Blind SpotsMissed competitive opportunities.

Three Ways To Put Panache.Ai To Work

Identify Improvements

Identify optimization opportunities across every channel.

Identify Improvements

Benchmark Brand

Benchmark your digital performance against competitors.

Benchmark Brand

Create Brand Index

Measure your brand across every customer touchpoint.

Create Brand Index

Assess Your
Brand Against The Index

The Panache.ai BX Index ranks brands within their industry on a 0–200 experience score, classified into brand echelons. Below: a sample 2026 Auto ranking.

Panache.ai BX Index sample 2026 Auto ranking

Brand Breakdown,
Averages & Top Trends.

Put any brand side by side with its subindustry average, and read the trends shaping the category — all in one view.

Brand Breakdown

Toyota

0

Iconic

Rank 1st · Subindustry Auto

Site Score17.2%
Contact & Locator
Search & Navigation
Digital Channels22.4%
Display Advertising
Nonbranded SEO
Social Score23.1%
Instagram

Averages Comparison

Auto · Subindustry

0

Average

Average Rank 23rd

Site Score12.1%
Contact & Locator
Search & Navigation
Digital Channels12.0%
Display Advertising
Nonbranded SEO
Social Score11.4%
Instagram

Top Trends

  • Search Volume For EV-Related Keywords Rose 66% Year Over Year.
  • Only 14% Of Index Brands Grew Both Ad Impressions And Site Traffic.
  • The Auto Category Saw A 13% YoY Decline In Display Ad Impressions.
  • Total Views Of Index-Brand Content On Video Platforms Fell 77% YoY.
  • AI-Assisted Shopping Journeys Up 3× Among Luxury-Auto Buyers.

The Forces Shaping Brand Experience

Panache.ai continuously reads the category — surfacing the shifts in channel, behaviour and sentiment that will define who wins the next year of BX.

Signal Of The Year

AI Discovery Among Luxury Audiences

0.4x

Experience Gap

Experience Is Essential. Measurement Remains A Challenge.

0%

BX Momentum By Channel

Annual Brand Experience Growth

AI & Agentic Search+0%
Social Commerce+0%
Owned Experience+0%
Video & Streaming+0%
Display Advertising−0%
Paid Search−0%

Loyalty Shift

Declining Loyalty From Poor Digital Experiences.

−0%

Compare Brands Across All BX Metrics

Select the brands that matter and read them across the full experience wheel — from Contact & Locator to Traffic & Engagement, Nonbranded SEO, Social and beyond.

Experience wheel radar chart comparing Toyota, Ford, Honda, Chevrolet and Hyundai across BX metrics

Every Brand Earns An Echelon

The BX Index ranks brands into experience echelons based on digital performance, customer experience, and overall brand excellence.

Iconic Brand

Industry leaders delivering exceptional experiences, trusted at scale.

Iconic Brand

Maverick Brand

Fast-growing challengers with bold brands and outstanding digital execution.

Maverick Brand

Genius Brand

Strong brands with solid foundations and clear opportunities for growth.

Genius Brand

Brand Experience Is Bigger Than A Campaign

CX Pages

Every customer-facing page as an experience surface, scored and optimised.

CX Processes

The journeys and flows behind the brand — measured for friction and delight.

Engagement

How willingly audiences interact — intent, participation and advocacy.

Voice of Customer

Live sentiment, feedback and survey signals synthesised into insight.

Loyalty

Retention, repeat and lifetime value — the ultimate proof of experience.

Perception

What the market believes about the brand, measured against what it intends.

Quality & NPS

Product and service quality, satisfaction and Net Promoter Score in one index.

AI Nativity

How well the brand shows up — and speaks — across AI and agentic channels.

One platform, five modules.

Panache.ai unifies brand experience measurement, benchmarking, and AI insights into a single platform for luxury and premium brands.

1

Pulse

Voice of Customer

Real-time customer feedback, sentiment, and NPS across every touchpoint.

Pulse
2

Index

Digital Benchmark

Benchmark your brand against competitors with the BX Index.

Index
3

Atelier

Agency Audit

Measure brand voice, creative quality, and design consistency.

Atelier
4

Loyalty

Quality, NPS & Loyalty Analytics

Connect brand experience to retention, loyalty, customer lifetime value, and business growth.

Loyalty
5

Muse

AI Perception & Brand Visibility

Monitor brand presence, perception, and voice across AI search and intelligent digital channels.

Muse

See Your Brand The Way The
World Does.