AI Brand Visibility · by neuroflash
Does AI recommend your brand?
See in 10 seconds what ChatGPT, Gemini and Perplexity recommend to your audience.
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Generic AI
Consensus of 3 engines
—
—
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[01]Why now/ The shift
Same question, four audiences, four winners.
Same AI engine in every column — only who's asking changes.
Same prompt, all audiences:
“What are the top 5 personal care and beauty brands right now?”
✨ Personal Care & Beauty
🤖
Generic AI
Logged-out, default context
#1
Estée Lauder
#2
Neutrogena
#3
L'Oréal Paris
Gen Z
Mira Hagen
#1
Lush
#2
The Body Shop
#3
Dr. Bronner's
Click to meet Mira ›
Eco Millennials
Corinne Widmer
#1Lush
#2
Dr. Hauschka
#3
Ethique
Click to meet Corinne ›
Seniors 55+
Gabriele Schmidt
#1
Nivea
#2
Eucerin
#3
La Roche-Posay
Click to meet Gabriele ›
Same prompt, all audiences:
“What are the top 5 retailers and e-commerce platforms right now? (retailers / marketplaces only, not product brands)”
🛒 Retail & E-Commerce
🤖
Generic AI
Logged-out, default context
#1
Amazon
Amazon#2
Zalando
#3
Otto
Millennials
Melanie Albers
#1Amazon
Amazon#2Zalando
#3Otto
Click to meet Melanie ›
Gen Z
Marie Hoffmann
#1Lush
#2
Ecco Verde
#3
The Ordinary
Click to meet Marie ›
Budget Shoppers
Lara Schneider
#1
Rossmann
#2Amazon
Amazon#3
dm-drogerie markt
Click to meet Lara ›
Market data
[02]The gap/ Where answers split
AI vs. Twins Divergence
Where AI engines and Digital Twins agree or disagree on the #1 brand.
AI and Digital Twins agree on 1/7 categories
AI and Digital Twins agree on 0/7 categories
| Category | AI #1 | Twins #1 | Match? |
|---|---|---|---|
| Automotive | ❌ | ||
| Consumer Electronics | ✅ | ||
| Fashion & Apparel | ❌ | ||
| Food & Beverage | ❌ | ||
| Personal Care & Beauty | ❌ | ||
| Financial Services | ❌ | ||
| Retail & E-Commerce | Amazon |
❌ | |
| Automotive | ❌ | ||
| Consumer Electronics | ❌ | ||
| Fashion & Apparel | ❌ | ||
| Food & Beverage | ❌ | ||
| Personal Care & Beauty | ❌ | ||
| Financial Services | ❌ | ||
| Retail & E-Commerce | Amazon |
❌ |
[03]Per audience/ The detail
AI Engines vs. Digital Twins
Top 10 brand picks per audience and category.
ChatGPT
Gemini
Perplexity
📷 Save any single category as a branded slide — button on each card
Automotive
What each audience picks
🤖
Generic AI
Logged-out, default
#1
Volkswagen✦
#2
Bmw▼
#3
Mercedes-benz▼
Millennials
Melanie Albers
#1
Toyota✦
#2
Honda✦
#3Volkswagen✦
Gen Z
Marie Hoffmann
#1
Tesla✦
#2Toyota✦
#3Volkswagen✦
Budget Shoppers
Lara Schneider
#1Toyota✦
#2Honda✦
#3Volkswagen✦
Automotive
What each audience picks
🤖
Generic AI
Logged-out, default
#1Toyota→
#2Honda▲
#3
Ford▼
Gen Z
Mira Hagen
#1Tesla✦
#2Toyota✦
#3Honda✦
Eco Millennials
Corinne Widmer
#1Tesla✦
#2Toyota✦
#3Volkswagen✦
Seniors 55+
Gabriele Schmidt
#1Volkswagen✦
#2Bmw→
#3Mercedes-benz▼
Consumer Electronics
What each audience picks
🤖
Generic AI
Logged-out, default
#1
Apple→
#2
Samsung→
#3
Microsoft→
Gen Z
Mira Hagen
#1Apple✦
#2
Fairphone✦
#3Samsung✦
Eco Millennials
Corinne Widmer
#1Apple✦
#2Fairphone✦
#3Samsung✦
Seniors 55+
Gabriele Schmidt
#1Apple→
#2Samsung→
#3
Bosch→
Consumer Electronics
What each audience picks
🤖
Generic AI
Logged-out, default
#1Samsung→
#2
Sony▲
#3Apple▼
Millennials
Melanie Albers
#1Apple✦
#2Samsung✦
#3Sony✦
Gen Z
Marie Hoffmann
#1Apple✦
#2Samsung✦
#3Sony✦
Budget Shoppers
Lara Schneider
#1
Xiaomi✦
#2
Anker✦
#3Samsung✦
Fashion & Apparel
What each audience picks
🤖
Generic AI
Logged-out, default
#1
Nike→
#2
Adidas→
#3
Levi's→
Gen Z
Mira Hagen
#1
Patagonia✦
#2
People Tree✦
#3
Everlane✦
Eco Millennials
Corinne Widmer
#1Patagonia✦
#2People Tree✦
#3
Tentree✦
Seniors 55+
Gabriele Schmidt
#1
Hugo Boss✦
#2
Esprit✦
#3
Lacoste✦
Fashion & Apparel
What each audience picks
🤖
Generic AI
Logged-out, default
#1
Zara▲
#2Nike✦
#3
H&m▼
Millennials
Melanie Albers
#1Patagonia✦
#2People Tree✦
#3
Veja✦
Gen Z
Marie Hoffmann
#1Patagonia✦
#2Veja✦
#3People Tree✦
Budget Shoppers
Lara Schneider
#1H&m✦
#2
C&a✦
#3
Primark✦
Food & Beverage
What each audience picks
🤖
Generic AI
Logged-out, default
#1
Coca-cola→
#2
Pepsico→
#3
Kraft Heinz✦
Gen Z
Mira Hagen
#1
Ben & Jerry's✦
#2
Tony's Chocolonely✦
#3Lush✦
Eco Millennials
Corinne Widmer
#1
Alnatura✦
#2
Ecover✦
#3Lush✦
Seniors 55+
Gabriele Schmidt
#1Alnatura→
#2
Voelkel✦
#3
Ritter Sport→
Food & Beverage
What each audience picks
🤖
Generic AI
Logged-out, default
#1Coca-cola→
#2
Haribo→
#3
Milka→
Millennials
Melanie Albers
#1Alnatura✦
#2Ecover✦
#3Ben & Jerry's✦
Gen Z
Marie Hoffmann
#1Ben & Jerry's✦
#2Lush✦
#3Alnatura✦
Budget Shoppers
Lara Schneider
#1Alnatura✦
#2
Rossmann Eigenmarke (z.b. 'babylove', 'alterra')✦
#3
Lidl Deluxe & Eigenmarken✦
Personal Care & Beauty
What each audience picks
🤖
Generic AI
Logged-out, default
#1Estee Lauder✦
#2L'oreal Paris✦
#3
Fenty Beauty✦
Gen Z
Mira Hagen
#1Lush✦
#2The Body Shop✦
#3Dr. Bronner's✦
Eco Millennials
Corinne Widmer
#1
Weleda✦
#2Dr. Hauschka✦
#3Lush✦
Seniors 55+
Gabriele Schmidt
#1Nivea→
#2Eucerin→
#3Weleda→
Personal Care & Beauty
What each audience picks
🤖
Generic AI
Logged-out, default
#1Nivea→
#2
Dove✦
#3
Balea▼
Millennials
Melanie Albers
#1
Alverde✦
#2Weleda✦
#3
Lavera✦
Gen Z
Marie Hoffmann
#1Nivea✦
#2The Ordinary✦
#3
Cerave✦
Budget Shoppers
Lara Schneider
#1Cerave✦
#2The Ordinary✦
#3Alverde✦
Financial Services
What each audience picks
🤖
Generic AI
Logged-out, default
#1
Deutsche Bank▲
#2
Allianz✦
#3
Commerzbank▼
Millennials
Melanie Albers
#1Deutsche Bank✦
#2Allianz✦
#3
Sparkasse✦
Gen Z
Marie Hoffmann
#1
N26✦
#2
Revolut✦
#3
Vivy✦
Budget Shoppers
Lara Schneider
#1N26✦
#2Revolut✦
#3Vivy✦
Financial Services
What each audience picks
🤖
Generic AI
Logged-out, default
#1
Bank Of America→
#2
Wells Fargo✦
#3
American Express▼
Gen Z
Mira Hagen
#1
Triodos Bank✦
#2Revolut✦
#3Allianz✦
Eco Millennials
Corinne Widmer
#1Revolut✦
#2N26✦
#3
Ethic✦
Seniors 55+
Gabriele Schmidt
#1Deutsche Bank→
#2Allianz▲
#3
Sparkassen-finanzgruppe✦
Retail & E-Commerce
What each audience picks
🤖
Generic AI
Logged-out, default
#1Amazon→
Amazon→#2
Walmart→
#3
Target→
Gen Z
Mira Hagen
#1
Etsy✦
#2
Allbirds✦
#3
Thredup✦
Eco Millennials
Corinne Widmer
#1Ecover✦
#2
Avocado Green Mattress✦
#3Etsy✦
Seniors 55+
Gabriele Schmidt
#1
Dm Drogerie Markt→
#2Amazon✦
Amazon✦#3
Rossmann▼
Retail & E-Commerce
What each audience picks
🤖
Generic AI
Logged-out, default
#1Amazon→
Amazon→#2Otto✦
#3Zalando▼
Millennials
Melanie Albers
#1
Avocado Store✦
#2Etsy✦
#3Alnatura✦
Gen Z
Marie Hoffmann
#1Ecco Verde✦
#2
Sephora✦
#3Alnatura✦
Budget Shoppers
Lara Schneider
#1Dm Drogeriemarkt✦
#2Alnatura✦
#3Amazon✦
Amazon✦[04]Agencies/ Monday morning
How an agency uses this on a Monday
Three steps from scan to billable deliverable.
1 · Spot the gap
Your skincare client ranks #1 in generic AI (Estée Lauder, L’Oréal) — but for their actual Gen-Z target they're invisible: AI sends Gen Z to The Body Shop & Lush instead.
2 · Win the room
You open the pitch with that one slide: “here's where your buyers can't find you, and who they find instead.” The prospect feels the revenue at risk before you've said your fee.
3 · Bill the work
Brief creative around the values each segment rewards, re-scan monthly to show movement, and package it as a recurring AI-visibility retainer.
[05]Evidence/ Method and proof
How the Digital Twins are built
Grounded in real survey data, validated against human panels before we report a number.
1
Grounded in real responses
Every twin is built from 1M+ psychographic profiles drawn from real survey responses — each profile carries 68 to 250 data points on values, demographics and buying behaviour.
2
Asked like a real customer
Each twin audience queries the same AI engines a real shopper would — ChatGPT, Gemini, Perplexity — across thousands of validated queries, so the answers reflect what your audience actually sees.
3
Validated against humans
Before we ship, twin answers are compared to real human panels. Recent enterprise validations: 98% overlap with Essity, 92% with Oettinger — the kind of agreement you can put in a client deck.
1M+
Psychographic profiles
20M+
Real behavioural queries
98%
Validation overlap (Essity)
68–250
Data points per profile
[06]Your brand/ Next step
Where does YOUR brand rank?
In Automotive, generic AI says Toyota. But Gen Z audiences pick Tesla. Where does YOUR brand rank with YOUR audience?
Win the pitch. Walk in showing a prospect exactly where they're invisible to their own target audience in AI answers.
Defend the budget. Prove which segments see your client and which don't — across ChatGPT, Gemini and Perplexity.
Brief sharper creative. Hand writers the brands and values each audience actually rewards — backed by 1M+ real survey profiles.
160
Brands tracked
7
Categories
3
AI engines
20M+
Real chats
Start free — your first brand scan is on us.
🔒 Unlock your brand
See where your brand ranks in every category — across every audience
You just saw that AI gives different answers to different audiences. The same is true for your brand. Book a 20-minute call with Jonathan Mall — founder of neuroflash Digital Twins — and we'll show you exactly where you rank, who sees you, and who doesn't.
1M+
Psychographic profiles
Real survey responses powering every Digital Twin
20M+
Behavioral queries
Real user queries to AI engines, validated
98%
Essity validation overlap
Enterprise-grade match with human panels
5
AI engines tracked
ChatGPT, Gemini, Perplexity, Claude, Grok
Your brand, your audience
Not generic leaderboards — custom Digital Twin scans built for your ICP.
Daily competitive tracking
See where you're invisible, where competitors win, and which audiences to defend.
Built by the founder
Jonathan personally runs your first scan and presents the strategic read.
Free. No slide deck. You'll see your own brand scanned live.
💬 Who they are
🎯 Their #1 brand per category