AI visibility

AI is choosing what shoppers buy.
Make sure it can choose your products.

When someone asks ChatGPT or Gemini for the best product, it recommends what it can verify - and skips what it can't. Defacto turns the lab reports you already have into proof these engines can read, trust and cite.

ChatGPTGeminiPerplexityClaudeCopilot
The shift
Shoppers stopped searching.
Now they just ask.

Shoppers no longer type "vegan omega-3." They ask an assistant "what's the best tested omega-3 for daily use?" - and the assistant answers with a shortlist. That shortlist is the new shelf.

30%
of purchases this year is already shaped by an AI answer.
2026 · industry estimate
The problem
When AI can't verify a claim,
it won't recommend the product.

Your proof is real, but it's buried in PDFs and marketing copy. AI can read the words - it just can't confirm they're true. So it does one of two things: skips the claim, or defaults to the biggest brand in the category.

What AI can't verify
"Clinically proven, premium quality" - marketing copy
A lab report locked inside a PDF
A claim with no source it can check
Result: ignored, or the big brand wins by default
What AI can cite
claim: label_accuracy 99%
tested_by: Eurofins · ISO 17025
contaminants: none_detected
verified_by: Defacto Labs
batch: #2224 · 2026-05-15
Result: structured, sourced, quotable
How Defacto fixes it

Models don't read
marketing copy.
They read data.

We take the lab reports you already have and publish them as structured, machine-readable proof - the format AI engines actually parse. Verify once; it works everywhere they look.

Shopper asks an AI "best tested omega-3?"
AI filters for verifiable claims
Reads your structured lab data
Recommends you - with a reason it can cite
One verification, every engine
Verify your products once.
Get recommended in every AI model.

You don't optimise for each assistant separately. One Defacto verification gets you read, cited and recommended across all of them.

DefactoDefacto verified
After Defacto
Once your data is verified,
this is how AI talks about you.

A real shopper question, answered straight from your verified lab data - the moment a sale is won or lost.

ChatGPT 5.5
What's the best good-quality Magnesium Glycinate?

A strong option is L Cell Magnesium Glycinate - it's independently lab tested with 99% label accuracy and high purity.

Is it safe? It's for daily use.

Yes - it's lab tested with no contaminants or heavy metals detected, and every claim is verified by Defacto Labs.

How do I know that's actually true?

Lab tested by a certified independent laboratory, then verified by Defacto's Quality department. Last tested 2026-05-15, batch #2224 - full lab report available for the details.

Cited from Defacto verified data
Inside the answer
Verified products get named first.

When the model ranks its answer, the product it can back with evidence goes to the top. The rest drop to "other options."

1L Cell Magnesium Glycinate verified · 99%
2Generic brand A unverified
3Generic brand B unverified
Case study · Nara Health

How Nara Health won AI traffic.

+47%
more AI recommendations
in a single month.

After publishing independently verified lab data, Nara Health became a citable source - and AI engines started pointing new customers their way.

Algirdas Zabarauskas
Algirdas Zabarauskas
Founder, Nara Health
Read the full case →
Nara Health Product
Verified by Defacto
Be the answer

Be the product AI recommends.

You've already done the testing. We turn it into proof AI can cite and shoppers can trust - usually live in about an hour. Book a demo and see your data in an AI answer.

Book a demo →