How Ario Verified Audience Research Works

Most research starts with a screener question and hopes the answer is true. Ario Verified Audience starts one step earlier — with people who have already connected the accounts where they shop, so a study can be sent to the people whose purchase history shows they belong in it.

This page walks the whole path, using a real study we ran as the worked example: Dog Oral Care Habits — 58 questions answered by 25 verified dog-care buyers, every answer read against what that shopper actually bought.

01

People connect the accounts where they shop.

The panel is built before any study exists. Someone invited to Ario's Verified Buyer Panel is asked to do one thing: connect one or more of the retail accounts they already use. Connections are read-only — Ario reads order history and never sees the panelist's password.

Each connection widens what that person can qualify for later, so the panelist-facing incentive is honest and simple: the more accounts you connect, the more studies you'll be invited to.

You're eligible to join our Verified Buyer Panel.

Many of our customers want to hear from real Verified Buyers. Connect one or more of your retail accounts below to become eligible for upcoming studies — the more you connect, the more likely you'll be contacted.

Connect one or more accounts
Read-only access We never see your password

Verifying your purchase history…

This takes a few seconds. Keep this screen open.

  • Securely connected to Amazon
  • Reading purchase history
  • Confirming your verified purchases

You're now a Verified Buyer.

You're eligible for upcoming Verified Buyer studies. Connect more accounts to get contacted more often.

Encrypted end-to-end. Powered by Ario.
02

Orders become structured, labeled purchase history.

A connected account returns order lines, not insight. Ario parses each line into its parts — product, brand, date, price, quantity, channel — and then classifies it into a category label. That label is the thing targeting runs on.

In the pet category the labels separate a dental chew from a toothbrush from a supplement, because "bought pet oral care" and "brushes the dog's teeth" are different behaviors and a study usually needs one and not the other.

oral_dental_cheworal_brushingchew_naturaltreathealthfoodgroominggear
03

A client describes the study in plain English.

A brief like "I want to talk to dog owners who buy dental chews" is enough. Ario turns that into a purchase definition, checks how many panelists actually satisfy it, and proposes a composition.

The default split is a minority of buyers of the client's own brand and a majority from the broader category, so the study can hear from loyalists and from everyone else in the same conversation. Feasibility is a hard ceiling: if the Verified Buyers aren't there, the number comes back lower rather than being padded with claimed buyers.

Checking eligible Verified Buyers…

Study
Dog oral care habits
Respondents
25
Window
24 months
15% your brand's buyers 85% category buyers
04

The invitation goes only to people whose purchases qualify them.

This is the step that changes the data. A traditional panel asks "have you bought a dental chew in the last year?" and takes the answer. Ario doesn't ask — the eligible list is drawn from purchase records, then invited.

When a study needs a single specific product confirmed rather than a category, the same check can run at the door: the respondent connects an account, Ario matches that one purchase, and only "this product was purchased" is passed on — no prices, no other orders.

Qualifying on pet oral-care purchase · last 24 months
Only these rows receive an invitation. Nobody was asked.
05

The study is fielded as a survey, or as an AI-moderated interview.

The dog oral care study ran 58 questions. How they get asked is the client's call. Structured survey questions give clean, countable answers across the whole sample. An AI-moderated interview lets the respondent talk and asks a live follow-up when an answer is thin or interesting — which is where the quotable material comes from: "He doesn't like it at all," "Hold her down, keep her still."

Both can run inside one study: structured questions where you need to count, moderated follow-ups where you need to understand.

Which of these do you currently use for your dog's oral care?
Select all that apply.
  • Dental chews or treats
  • Chew toys, bones, natural chews
  • Tooth brushing
  • Water additive
Question 6 of 58
Take me back to the last time you tried brushing your dog's teeth. What actually happened?
Talk it through — where you were, what the dog did, how it ended.
Tap to speak — or switch to typing
Follow-up

Question 24 of 58
06

Every answer is read against what that person bought.

The survey and the purchase history belong to the same person, so they can be placed side by side: this shopper said X and this shopper bought Y.

In the dog oral care study it landed on flavor. Asked what flavors they prefer in oral-care products, respondents put peanut butter and mint on top. Their purchased chew, treat and dental lines were led by beef, by a wide margin — 198 appearances across the 1,217 chew, treat and dental lines those 25 shoppers bought.

Survey mentions
Purchased lines
Beef
6
198
Chicken
9
96
Peanut butter
13
31
Mint
10
16
07

The study ships with its evidence attached.

The deliverable isn't a topline with the raw data locked away. Findings, the individual respondents, their verified labels and their full purchase history all ship together, so any claim can be walked back to the shopper it came from.

That means a finding is checkable. A reader who doubts that chews beat brushing can open the respondent list, read the person's own words, and see the dental chews in their orders — Dog Oral Care Habits, in full.

01Report
02Shoppers & responses
03Verified labels
04Shopping history
S02
“When we get ready to go to bed I brush my teeth and they eat their dental chews in the bathroom with me.”
Verified: pet oral-care purchases in the last 24 months · 3 dental chew lines in this shopper's history
08

Behavior is shared. Identity never is.

Panelists consent to share shopping history for research, not identity. A study is delivered against pseudonymous shopper IDs — S01 through S25 in the dog oral care example — and that is the only handle a client ever gets on a respondent.

The client sees

  • A pseudonymous shopper ID per respondent
  • Every answer that shopper gave, verbatim
  • The verified labels that qualified them
  • Their labeled purchase lines: product, brand, date, price, quantity

The client never sees

  • Names, emails, phone numbers or addresses
  • Retailer account identities or logins
  • Any way to contact a respondent directly

Ario never holds

  • Panelist retailer passwords — connections are read-only
  • Anything a panelist hasn't connected on purpose
  • A connection a panelist can't withdraw

Describe a study. We'll tell you who's actually eligible.

Bring the category and the behavior you want to understand. We'll come back with how many Verified Buyers satisfy it, and what the study would look like.