Brand Intelligence for the AI Era

Does AI trust
your brand?

Being understood is not the same as being chosen.

Enquire about Membership → Explore the Index
49%
of US adults now use AI chatbots
Pew Research, 2026
11x
higher-converting LLM referral traffic vs. search
Microsoft Clarity, 2025
42%
higher conversion on AI-referred traffic
Adobe, 2026
Current Models
The commercial tension
Your brand can be perfectly understood — and still not be chosen.

Recommendation is not the same as understanding. ARA measures whether AI understands, trusts, and recommends your brand — and shows you exactly where the gap opens.

What the gap looks like
Understood
AI can describe your brand accurately — name it, place it in its category, cite what it sells.
Trusted
AI cites named institutions, certifications, or third-party validation when asked whether your brand is safe or credible.
Chosen
When a customer asks a category question, your brand is the one AI actually recommends — not just the one it can describe.
Live benchmark
The ARA Index
View Full Index →

A live sample from each category's full ranking, live from the same Index below — ranked within its own competitive set, updated as new studies land.

Loading live scores…
The instrument
Continuous Intelligence across five dimensions
How ARA Measures →
STR / A1
Structural Readiness
Can AI find, read, and reconstruct your brand?
SEM / A2
Semantic Clarity
Has AI built an accurate, distinctive model of you?
EMO / A3
Emotional Residue
Does AI still carry the meaning and feeling people associate with your brand?
VOI / A4
Brand Voice
Is your verbal identity coherent and machine-legible?
REC / A5
Recommendation
When customers ask what to buy, do you get picked?
~21,000
Data points
704
Model responses
940
Index criteria
Double-pass
Methodology
One score.
0–100
Awesome83–100
Strong70–82
Average56–69
Weak40–55
Invisible0–39
Outcomes
Where brand leaders use ARA:
01
Brand Strategy
Define the foundational thinking everything else executes against.
  • Brand Architecture
  • Brand DNA
  • Brand Positioning
  • Brand Playbook
02
Product Innovation
Decide which products win today, what's next, and the technology that gets you there first.
  • Go-to-market strategy
  • SKU & claims mapping
  • Innovation roadmap
  • Opportunity mapping
  • Technology Roadmap
03
Brand Experience
Align what your brand promises and delivers across every interaction.
  • Brand Narrative
  • Messaging Strategy
  • Brand Activation
  • Brand Campaign
  • Brand Partnerships
  • Naming
04
Plumbing
Give AI systems the technical access and structured data they need to read your brand correctly. The fix is plumbing, not brand.
  • Schema Markup
  • Agentic Readiness
  • Knowledge Graph
  • GEO Handoff
05
Communications
Own the channels with direct access to the CEO, the board, and the market — before a crisis makes the case for you.
  • Earned Media
  • Crisis Communications
  • Investor Relations
  • Executive Visibility
Your brand.
Continuous Intelligence

A complete read on how the machine sees your brand today: what it trusts, where it's blind, and what to do about both.

Enquire →
01 — Continuous Brand Intelligence
Five dimension scores and the evidence behind every one — rescored every cycle, because the models retrain, the rubric tightens, and a score that isn't remeasured is reporting on a version of reality that already expired.
02 — Strategic Roadmap
Four workstreams, each with an insight, the action it demands, and the outcome it's built to produce — remapped to your baseline every cycle, quarterly or monthly, across the next 12 months.
03 — Your Brand Category Benchmarked
Category context, not isolation: benchmarked every cycle against the competitors you name, or the entire Index — so what you see is movement, not just position.
Ongoing access
ARA Membership

Monthly or Quarterly Membership is how ARA Brand Intelligence stays continuous. We reassess every cycle, remapping your growth strategy each time and benchmarking against the competitors you name.

Explore Membership →
Continuous Intelligence
An always-on diagnostic, reassessed every cycle — quarterly or monthly.
Growth Strategy
A roadmap remapped to your baseline every cycle: insight, action, outcome.
Benchmarked
Against the competitors you name, or the entire Index.

The three most trusted sources of information are an expert, a machine, and a friend. Consumers trust the machine twice as much as they trust your advertising — and of the three, the machine is growing fastest.

— BCG, Consumer Insights

Published Research

All research →
AI Shelf

ARA AI Shelf: Travel Q2 2026

May 4, 2026
Video · 45 min

AI doesn't care about your precious logo

Jun 10, 2026
Brand Intelligence

System 3: When Your Buyer Thinks Through a Machine

Aug 21, 2026
Does AI trust your brand?
Enquire about Membership → Explore the Index →