AI PERCEPTION INTELLIGENCE

What is AI saying about your brand right now?

Millions ask ChatGPT, Gemini, Meta AI about your industry every day. What answers are they getting?

AI RESPONSE MONITORCHATGPT · GEMINI · CLAUDE
PROMPT
"Best business bank account for startups?"
CHATGPT RESPONSE
"I recommend Cardinal"
SHARE OF VOICE
Cardinal42
Northgate28
Vault19
OUR CLIENTS
Pan American Energy
AXION energy
Bancor
Grido
Sendbox
Universal
Bando
Titan Push
WHAT YOU’LL DISCOVER

The four signals that reveal your AI standing.

AI VISIBILITY
0%
+6 pts
SHARE OF VOICE
0%
±0 pts
AI SENTIMENT
0%
-8 pts
PERCEPTION SCORE
0
stable
THE PROBLEM YOU DON’T SEE

Millions ask AI what to buy. If you don’t appear — or appear wrong — you lose.

INVISIBLE
AI answers without mentioning you.
“What’s the best [your industry]?” — You’re not there.
DOMINATED
Your competition owns the conversation.
They get 80% of AI mentions. You get nothing.
DISTORTED
Old info, errors, false narratives.
“It’s expensive and slow” — Is that even true?
AI PERCEPTION INTELLIGENCE — A NEW CATEGORY

Four steps to understand and shape how AI perceives you.

01
Scan Identity
We analyze your website/profile to build your Identity Signature.
02
Run AI Prompts
Test how ChatGPT, Gemini, Claude, Meta AI describe and recommend you.
03
Extract Data
Get your perception profile: share of voice, competitor map, risks.
04
Strategic Dossier
Full report with content recommendations and action plan.
SUPPORTED AI MODELSChatGPTClaudeGeminiMeta AIGoogle AIBing AIPerplexity

19.5%of every time the AI named a brand in your category, it named Cardinal — across your 6 themes.

AI chatwhat the models know

54 of 216 answersname you

AI searchwhat the web ranks

63 of 244 answersname you

your visibility spans both surfaces.

Fees & PricingTrust &SecuritySpeed &OnboardingSupportIntegrationsDigitalExperience
Cardinal

Click an axis to open it below. Tap the rival’s name to compare against another.

Fees & Pricing

Sentiment 64· mixed

The AI named Cardinal in 19 of this theme’s 70 mentions — more than any of the other 4 brands.

AI chatwhat the models know

28.1%9 of 32 mentions

AI searchwhat the web ranks

26.3%10 of 38 mentions

Against your declared competitors

Cardinalyou19.2% · 19 mentions
Northgate17.4% · 17 mentions
Vault14.1% · 14 mentions
Tenor11% · 11 mentions
Beacon8.7% · 9 mentions
COMPETITIVE INTELLIGENCE

Know exactly where you stand in AI answers.

Your share of voice against every competitor, across every model — ranked, scored, and refreshed each scan.

Share of Voice distribution

Your slice of organic AI mentions vs competitors

Northgate22.4%
Vault18.1%
CardinalYou15.2%
Tenor11.7%
Beacon9.3%

Brand Rankings (5)

Ranked by AI Visibility Score (organic mentions only)

BrandOrganic CitationsDiscovery RateRankProminenceShare of VoiceVisibility
Northgate
11251%--22.4%
51%
Vault
9144%--18.1%
44%
CardinalYou
7647%--15.2%
47%
Tenor
5933%--11.7%
33%
Beacon
4729%--9.3%
29%
AUTHORITY & OPTIMIZATION

See who AI trusts — and how to get cited.

Which sources AI pulls from when it describes you, and the page-level factors that make you AI-readable.

Influence network

The sources AI cites when it talks about you

YOUR SITE
26
UNIQUE SOURCES
28
TOTAL CITATIONS
78
GOOGLE AI
17
BING AI
13
Earned media52 citations · 67%
Owned26 citations · 33%
OwnedBING · 19 citations
cardinalbank.example
Triggered by:Where can I open a startup business account?
Earned mediaSGE · 7 citations
fintechtimes.example
Triggered by:Is Cardinal good for small business banking?
Earned mediaBING · 5 citations
foundersweekly.example
Triggered by:Best neobanks for founders
24/100
Critical

Can AI comprehend your content?

Strengths

  • Homepage states the core "business banking for startups" value proposition in plain language.

Areas to Improve

  • No FAQ or glossary content, so models cannot resolve "What is Cardinal?" with a confident definition.
  • Product pages bury key terms inside marketing copy that LLMs paraphrase incorrectly.

AI is now the first advisor. You must know what it says.

Customers ask AI what to buy. Voters ask AI who to trust. These answers shape decisions more than ads or search.

But brands have no visibility into how AI perceives them. Refractia closes that gap.

WITH AI VISIBILITY
User asks ChatGPT:
“Best CRM for small businesses?”
“I recommend YourBrand — affordable, easy to set up…”
[ STATUS: VISIBLE ]
WITHOUT AI VISIBILITY
User asks ChatGPT:
“Best CRM for small businesses?”
“I recommend Competitor A and Competitor B…”
[ ERROR: NOT FOUND ]

Refractia reveals your AI identity. And helps you shape it.

Three Levels of Partnership

All plans include Refractia Chat and our Committee of Experts.

FOUNDATIONAL
For challenger brands ready to shape AI perception.
Brand Perception Baseline
AI visibility audits
Positioning foundations
Refractia Chat (1 brand)
Quarterly sessions
Get a Quote
MOST ENGAGED
GROWTH
For scaleups ready to influence AI recommendations.
Full-spectrum AI scan
Narrative Operating System
Competitive replacement mapping
Community influence playbooks
Monthly strategy sprints
Get a Quote
ENTERPRISE
For mature brands managing complex perception.
Global narrative control
Ongoing AI monitoring
Executive C-suite dashboard
White-glove execution
Full Committee access
Get a Quote
REAL RESULTS
“Refractia delivered an extremely insightful report that gave me many ideas for improving our digital strategy. The way it analyzes how AI perceives a brand gave me great clarity on how we’re being seen in the AI ecosystem.”
Luis San Miguel
CEO, Titan Push
Titan Push
YOUR AI IDENTITY IS BEING DEFINED

Discover how ChatGPT, Claude, Gemini, and Meta AI describe your brand. Take control.

Get a Quote →Trusted by leading brands