GEO · YOUR BRAND IN AI ANSWERS

Your customers already ask AI what to buy. Does it name your brand?

They tell it their problems, ask it for advice and check with it before they spend. When they ask “which is the best?”, AI doesn’t show ten links: it names a handful of brands. Refractia shows you whether yours is one of them, market by market.

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
Castrol
AN ORDINARY DAY

They ask AI from the moment they wake up until they go to sleep.

  1. 07:12
    What’s a quick breakfast with protein?
  2. 09:40
    Help me answer this email without sounding angry.
  3. 13:05
    I have a job interview tomorrow and I’m really nervous. What do I do?
  4. 19:30
    Which bank should I open an account with?
    ↳ A BRAND GETS CHOSEN HERE
  5. 23:48
    My back hurts and I can’t sleep. Which mattress do you recommend?
    ↳ A BRAND GETS CHOSEN HERE

They tell it about their nerves. They ask it to write their emails. They trust it with their health and their money.

Why wouldn’t they ask it which brand to buy?

They already do. The question is what it answers.

Same question. Two endings.

AI has become the first advice people get before they buy, choose a bank or pick a doctor. That answer carries more weight than an ad, because it doesn’t look like one.

Until now, no brand could see that answer. Refractia shows it to you.

IF AI KNOWS YOU
Someone asks ChatGPT:
“Which mattress do you recommend for back pain?”
“I’d recommend YourBrand: medium-firm, breathable, with a 10-year warranty…”
[ YOU’RE IN ]
IF AI DOESN’T KNOW YOU
Someone asks ChatGPT:
“Which mattress do you recommend for back pain?”
“I’d recommend Brand A or Brand B…”
[ YOU’RE NOT THERE ]

The difference is a sale. Refractia tells you which ending you’re getting, and how to change it.

WHAT CHANGED

AI is the new opinion leader. The only one people tell everything to.

For decades, brands won over opinion leaders: the trade journalist, the expert, the friend who always knows. Now there is a new one. It lives in everyone’s pocket, answers at any hour and hears what people tell no one else. Confidant and advisor at once. And when someone asks it what to buy, it recommends.

900M

people use ChatGPT every week. More than twice as many as a year before.

OpenAI, February 2026
#1

use of generative AI in 2025: therapy and companionship. People trust it with what matters most.

Harvard Business Review, April 2025
8%

click a result when Google shows an AI summary; 15% when it doesn’t. The decision happens before anyone reaches your site.

Pew Research Center, U.S., 2025
6

brands named by AI, on average, in each answer. A typical category has 51. The rest are left out of that answer.

Refractia AI Brand Index · 4,200 answers, Argentina, 2026
THE PROBLEM YOU DON’T SEE

You can be the best brand in your category and AI may not know it.

NOT NAMED
They ask about your category and the answer leaves you out.
“What’s the best [what you sell]?” — and your brand isn’t there.
NAMED, NOT FIRST
Being on the list isn’t enough.
Santander appears in 132 of 144 AI answers about banks in Argentina. It is never the first one named.
WRONG
Old prices, discontinued products, facts that are just wrong.
“It’s expensive and slow to deliver” — is that true? Who told it so?
EACH AI SAYS SOMETHING ELSE
ChatGPT recommends you. Gemini barely knows you.
In 46 of 62 categories, the models disagree on a brand by 60 points or more.

And no one tells you. Your website has analytics. So does your Instagram. What AI says about you shows up on no dashboard — until you measure it.

AI BRAND INDEX · ARGENTINA · FREE

We asked AI 4,200 buying questions. The answers are public.

ChatGPT, Gemini and Claude, 62 categories, asked in Spanish, in Argentina. See which brands AI names, which it puts first, and where the models disagree.

Explore the index (in Spanish)
HOW IT WORKS

We ask AI what your customers ask. Then we show you what it answers.

01
We learn your brand
We read your site to understand what you sell, to whom, and who you compete with.
02
We ask like your customers
Dozens of real questions from your category, in your customers’ language and naming your country, to ChatGPT, Gemini, Claude, Meta AI and Google.
03
We measure the answer
Whether it names you, in what position, what it says about you, and who it recommends instead.
04
We tell you what to do
What to publish, what to fix on your site and which sources to appear in, so AI takes you into account.
MODELS WE MEASUREChatGPTClaudeGeminiGoogle AI SearchMuse AI (Meta)

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 4 declared competitors it also named.

AI chatwhat the models know

28.1%9 of 32 mentions

AI searchwhat the web ranks

26.3%10 of 38 mentions

WHEN ASKEDwhat it says when asked about you

This theme has no direct questions.

Against your declared competitors

Cardinalyou19.2% · 19 mentions
Northgate17.4% · 17 mentions
Vault14.1% · 14 mentions
Tenor11% · 11 mentions
Beacon8.7% · 9 mentions
WHAT YOU’LL SEE

Four numbers that sum up how AI sees you.

AI VISIBILITY
0%
+6 pts
SHARE OF VOICE
0%
±0 pts
AI SENTIMENT
0%
-8 pts
PERCEPTION SCORE
0
stable
SHARE OF VOICE · COMPETITIVE INTELLIGENCE

Out of every 100 times AI names a brand in your category, how many are you?

Your place against every competitor, in every model, scan by 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%
SOURCES · GEO

Where does AI get what it says about you?

The sites, media and pages AI draws on when it answers about your category, and what to change on your own site so AI can read it and cite it.

Influence network

The sources AI cites when it talks about you

YOUR SITE
26
UNIQUE SOURCES
28
TOTAL CITATIONS
78
GOOGLE AI
17
CHATGPT
13
Earned media52 citations · 67%
Owned26 citations · 33%
OwnedGOOGLE AI · 19 citations
cardinalbank.example
Triggered by: “Where can I open a startup business account?”
Earned mediaGOOGLE AI · 7 citations
fintechtimes.example
Triggered by: “Is Cardinal good for small business banking?”
Earned mediaCHATGPT · 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.
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

Three ways to work with us

Every plan includes Refractia Chat and our Committee of Experts.

FOUNDATIONAL
To learn where you stand and where to start.
—Your starting point: how AI sees you today
—Checks on whether AI names you
—What to say so AI understands you
—Refractia Chat (1 brand)
—A strategy session every quarter
Get a diagnostic + proposal
RECOMMENDED
GROWTH
To work on getting AI to recommend you.
—Every model and every topic in your category
—The story AI should tell about you, and the content to back it
—Where AI names a competitor instead of you
—Which sources and communities to be present in
—A strategy sprint every month
Get a diagnostic + proposal
ENTERPRISE
For brands with several product lines, markets or audiences.
—One story, adapted to each market
—Recurring scans across your markets
—An executive dashboard for leadership
—Our team does the work alongside yours
—Full access to the Committee of Experts
Get a diagnostic + proposal
TOMORROW MORNING

Tomorrow, someone will ask AI about your category. Find out today what it will say.

Get my free diagnostic →Pan American Energy, AXION energy, Castrol and Bancor work with Refractia