Live — 4 AI engines monitored

Google AI Overviews cut your organic CTR by 61%.
We reverse it.

Monitoring tools show you the damage. Aeolify builds the structured identity that makes AI engines cite you instead of your competitors.

or see a sample audit for Glossier

glossier.com — AI Visibility Audit
42

Glossier

Overall AI Visibility Score

ChatGPT38
Claude29
Perplexity51
Gemini48
ChatGPT
Claude
Perplexity
Gemini
2,847
brands audited
1,203
entities published this month
4
AI engines monitored

“We had no idea Claude was telling customers our brand was founded in 2019. It was 2015. Aeolify caught it in the first scan.”

Head of Digital — DTC Skincare, $30M ARR

“Our competitors were getting cited 4x more in AI answers. Not because they were better — because they had structured data we didn't.”

VP Growth — Performance Apparel, $50M ARR

“We spent $200K on SEO last year. None of it matters when ChatGPT recommends three other brands and not us.”

CMO — DTC Wellness, $25M ARR

AI engines cite what they can verify.

91% of online stores are invisible to AI — not because they rank poorly, but because they have no structured identity for AI to read.

61%
Drop in organic CTR from AI Overviews
Seer Interactive, 2025
40–55%
AI answer inaccuracy rate for brand queries
Aeolify Research, 2026
92%
Amazon citation dominance vs. DTC brands in AI
Brand Entity Study, 2026

Three steps. Full control.

Step 01

Audit

Scan your brand across ChatGPT, Claude, Perplexity, and Gemini. Check Wikipedia, Wikidata, and Knowledge Graph presence. Get a visibility score in 90 seconds.

Step 02

Build

We generate your structured brand entity — JSON-LD, llms.txt, schema markup — so AI engines can read, verify, and cite your brand accurately.

Step 03

Push

Publish your verified identity to the sources AI learns from — Wikidata, Knowledge Graph, structured data channels. Monitor drift continuously.

Competitors stop at step 1. We own all three.

Live audit: Glossier

This is a real audit. Not a mockup. Not hand-picked results. This is what AI engines actually say about Glossier today.

Glossier
glossier.com
Scanned Apr 2026
42out of 100
Overall Visibility
ChatGPT38/100
Claude29/100
Perplexity51/100
Gemini48/100
Glossier
glossier.com
4 engines queried
GPT

Glossier is a beauty brand founded by Emily Weiss in 2014, known for its minimalist skincare and makeup products. The brand emphasizes a ‘skin first, makeup second’ philosophy.

Partially accurate — missing recent CEO change, no revenue data, outdated product lines
CLD

Glossier is a direct-to-consumer beauty company. It was founded in 2014 and has raised approximately $266 million in funding. The company is known for its community-driven approach.

Significant gaps — no mention of retail expansion, incorrect funding figure, stale leadership info
PPX

Glossier offers skincare, makeup, body care and fragrance products. Founded by Emily Weiss, the brand has expanded into retail stores in several US cities.

Mostly accurate — cites sources but misses recent product launches
GEM

Glossier is an American beauty brand that sells skincare and makeup products primarily online. The company was valued at $1.8 billion in 2019.

Outdated valuation — 7 years old, no current market position
Glossier
glossier.com
7 gaps found
No JSON-LD Organization schema on homepageCritical for AI entity recognition
Wikidata entry missing key propertiesNo official website (P856), no CEO (P169)
Wikipedia article outdated by 14 monthsLast substantive edit: Feb 2025
No llms.txt file detectedAI crawlers cannot find structured brand data
Google Knowledge Panel shows stale dataCEO still listed as Emily Weiss
Product schema present but incompleteMissing brand, review, and offer markup on 60% of PDPs
No MCP endpoint publishedAI agents cannot query brand data programmatically
Glossier
glossier.com
4 fixes ready
generateOrganization JSON-LD
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Glossier",
  "url": "https://www.glossier.com",
  "foundingDate": "2014",
  "founder": { "@type": "Person", "name": "Emily Weiss" }
}
publishWikidata property updates
P856 (official website) → https://www.glossier.com
P169 (CEO) → Kyle Leahy
P452 (industry) → Q131207 (cosmetics)
P17 (country) → Q30 (United States)
generatellms.txt brand manifest
# Glossier
> Beauty brand. Skincare-first philosophy. DTC + retail.

## Key Facts
- Founded: 2014, New York City
- CEO: Kyle Leahy (since 2022)
- Categories: Skincare, Makeup, Body, Fragrance
- Retail: 10+ stores in US and UK
publishGoogle Knowledge Graph claim
Entity verification request → Google Knowledge Panel
Claim: CEO update, product category update,
retail expansion data refresh

The only platform that builds your AI identity.

Everyone else monitors. We fix the upstream variable.

AeolifyProfoundScrunchAthenaHQOtterly
Builds structured brand identity
Pushes to Wikidata / KG
MCP-ready endpoint
Entity drift alerts
AI engine monitoring
Transparent pricing
Starting price$149/moContact sales$99/moContact sales$49/mo

Transparent. No sales calls.

Start with a free audit. Upgrade when you're ready to fix what AI gets wrong about your brand.

Starter
$149/month
For brands getting started with AI visibility.
  • 1 brand
  • 4 AI engines monitored
  • Audit only — visibility score + gaps
  • Monthly re-scans
  • Email reports
Scale
$799/month
For teams managing multiple brand entities.
  • 10 brands
  • 6 AI engines
  • Full Audit + Push + MCP endpoint
  • Daily re-scans
  • Priority support
  • Wikidata + Knowledge Graph publishing
  • Custom entity schema

Why we built this

Rand Fishkin is right — single-prompt AI rankings are noise. That's why we don't chase rankings.

We measure aggregate frequency across 100+ prompt variations per engine, per brand. And instead of showing you a dashboard of problems you can't fix, we fix the upstream variable: your identity.

AI engines don't cite brands they “like.” They cite brands they can verify. If your structured data is missing, your Wikidata entry is stale, and your schema markup is absent — you're invisible. Not because you're bad. Because you're unreadable.

Aeolify makes you readable. Then verifiable. Then citable.

E
Eduard · Founder, Aeolify

See what AI says about you.

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