AI Accuracy for Baby & Kids Brands

When parents ask AI about your products, does it get the facts right?

AI already answers questions about your products. It describes your ingredients, your age ranges, and what they are free from. When it gets one of those wrong, you lose the sale, and on a kids' product you also have a safety and trust problem. Cowy finds every wrong answer, traces it to the source, fixes it, and proves the correction. See what AI says about you, free.

Takes 30 seconds · no card needed · results by email
"is your baby formula dairy-free?"

Based on what I found:

AI"Yes, it's dairy-free."stated
!It actually contains milk-based whey.wrong
This is already a liability

AI is already answering questions about your brand. When it's wrong, you own the answer.

Parents ask AI about ingredients, allergens, and age ranges, and AI answers with whatever it has read, right or wrong. On a kids' product, a wrong answer isn't a typo. It's a lost sale, and a safety and trust problem.

Air Canada
was held liable in court for a wrong answer its own chatbot gave a customer (2024). A brand owns what its AI says.
Glue on pizza
Google's AI told people to put glue on pizza and to eat rocks (2024). AI repeats wrong and outdated sources as fact.
Allergens
On baby and kids products, a wrong ingredient or age range is a safety and liability issue, not a rounding error.
Engines disagree
Ask ChatGPT, Perplexity, and Gemini the same question about a product and you often get different answers. At least one is usually wrong, and you do not get to pick which one a parent sees.

Find out what AI is telling parents about you.

See what AI says about you, free →
Sources: Moffatt v. Air Canada, 2024 BCCRT 149; widely reported Google AI Overviews errors, May 2024. Illustrative of category risk, not specific to any one store.
You own itcourts have held brands liable for what their own AI tells a customer.
Wrong costs salesan out-of-date ingredient or age range sends the sale elsewhere and risks trust.
We prove the fixwe catch every wrong answer, fix the source behind it, and show you the correction.
What your free check shows

Here is what AI says about a brand like yours.

We ask AI the real questions parents type, then show you every answer AI gets wrong about your products. This is a sample. Your free check runs these against your own store.

"is [your brand] baby wash tear-free?"
AI says: "No, it contains fragrance" Truth: fragrance-free & tear-free AI got this wrong, and it costs the sale
"what age is [your brand] formula for?"
AI says: "6 months and up" Truth: suitable from birth Sends newborn buyers elsewhere
"does [your brand] formula contain palm oil?"
AI says: "Yes, it contains palm oil" Truth: palm-oil-free A wrong fact steering buyers away

Sample based on real parent search queries. Your free check shows what AI actually says about your products, including every wrong, outdated, or misattributed fact, across the questions your buyers ask.

Why it matters

AI does not go looking for you. It names what it already trusts.

When someone asks AI about your product, it answers from whatever it has read about you, accurate or not. If the sources are thin, old, or contradictory, AI fills the gap with a wrong answer. Four things decide whether it gets you right.

Labels AI can read

Behind every page is hidden text that tells AI what you sell, what it costs, and how people rate it. When it is missing or wrong, AI has to guess, and usually picks someone else.

Reviews and ratings

AI leans on reviews to decide who is worth naming. If your reviews are few or old, you look unproven, and you drop off the list.

Mentions on other sites

AI trusts you more when other places talk about you. Think Reddit, review sites, and articles. If only your own site mentions you, AI treats you as a stranger.

Rules and accuracy

AI can say the wrong thing about you, or suggest you in a place where you are not allowed to sell. Most checkups miss this. For some products, it really matters.

Made for safety-rated gear

Getting into AI is now automatic. Getting the facts right is not.

Shopify now feeds your products into ChatGPT and Google on its own. That gets you listed. It does not make AI pick you over a competitor, and it does not catch when AI states a wrong fact about what you sell. That gap is the work.

The risk nobody checks
An AI tool can tell a parent the wrong fit, the wrong compatibility, or an out-of-date safety claim about your product. That is a lost sale or a costly return. Sometimes worse: a parent who no longer trusts you. Cowy checks for this on every report, because for your kind of product it is not optional.
How it works

Start free. Pay only when you want the fix.

No sales calls and no long proposals. You see what AI says about you, get the full picture, then have us do the work.

01 · FREE

Quick check

Drop in your store link. In about 30 seconds, see what AI tools get wrong about you today, plus a simple accuracy score out of 100.

02 · $1,500

Full report

In 2 days: a dated snapshot of what AI gets wrong about your products, plus any safety or accuracy risks. We rank what to fix first and ship the first fixes for you.

03 · $79/mo or $790/yr

AI Watchdog

We keep watching after the fixes. AI answers change, so if AI starts getting you wrong, you hear about it that week, not months later.

04 · $2,500/mo or $25,000/yr

We run it for you

Each month we re-check the engines and fix what went wrong, then prove each correction. This is where AI gets your brand right and stays right.

Have a developer? They will know exactly what to do. Every report spells out each fix in plain steps, with the exact code where it is needed. Hand it to your developer and they can ship it, or let us handle the whole thing on the monthly plan.
What invisibility costs

Put a number on the sales you cannot see.

Pick what you sell. We show how many parents research it with AI, and the yearly demand at stake if AI is naming a competitor instead of you.

parents research formula heavily; AI Overviews hit baby food + formula hardest (STRYDE, 2026)
Demand at stake each year
$120,000
Roughly the yearly revenue tied to parents who research with AI in your category. The free check shows where AI gets your facts wrong, outdated, or misattributed. The report shows the exact questions and how to fix them.
Based on 2026 consumer and AI-search surveys, and a conservative assumption that a brand whose product facts AI often gets wrong or can't find loses sales it should win. Best-available estimates, not exact measurements. A planning guide, not a guarantee.
Pricing

Clear pricing. No monthly plan until you have seen the work.

Start free. Add monitoring that pays for itself the first time it catches a wrong answer. Or have us run the whole thing. You move up only when it makes sense for you.

Pay once
Quick Check
See what AI says about you.
Free
30 seconds · no card
  • Live check on ChatGPT and Perplexity
  • A score out of 100
  • Your top 3 gaps, in plain words
  • Sent to your inbox
Run my check
Most popular
Full Report
The whole picture, plus first fixes.
$1,500
one time · ready in 2 days
  • Everything in the free check
  • A full look at all four areas
  • Rule and accuracy risk check
  • A simple 90-day fix plan
  • First round of fixes shipped for you
  • Credited back if you go monthly
Get the report
Go monthly within 7 days and the $1,500 comes off your bill. The report pays for itself.
Subscribe
AI Watchdog
Get told the moment AI gets you wrong.
$79/mo
cancel anytime
  • We watch AI answers about your brand
  • Alert if AI states a wrong fact about you
  • Alert if an answer about you changes or goes stale
  • A short monthly recap
  • Credited toward the report if you upgrade
Start watching
Done For You
Make sure AI keeps getting your products right.
$2,500/mo
no long contract
  • A monthly scoreboard: your name vs theirs
  • Two to four fixes shipped every month
  • Proof of the lift, in writing
  • We watch what rivals are doing
  • No lift that month? You don't pay it.
Start climbing
No calls, ever

A 3-minute video, made just for your store.

Instead of a sales call, you get a short screen recording showing exactly what AI gets wrong about your products, and what we would fix first.

  1. We ask AI about your products and capture what it actually says.
  2. We flag the wrong answers, the facts AI gets wrong, outdated, or misattributed.
  3. You see the fix in a sample report, then decide. No pressure, no meeting.
Get my free check + video →
Straight answers

Questions store owners actually ask.

Is AI giving parents wrong facts about my products?

Often, yes. AI answers from whatever it has read, and product information online is frequently thin, outdated, or contradictory. The only way to know is to ask AI the questions parents ask and read the answers. Cowy's report shows every fact AI gets wrong, outdated, or misattributed about your products.

How do I fix wrong information AI shows about my brand?

You fix the sources AI reads. That means clean, consistent product data on your own site, and correcting the third-party pages AI trusts. Cowy traces each wrong answer to its source, fixes what you control, and re-checks until the answer is right.

How is this different from regular SEO?

SEO works on Google's list of links. This works on the facts AI states about you when ChatGPT or Perplexity answers a parent. It runs on clean product data, accurate claims, and the sources AI trusts, so the answer about you is correct.

Do I need to be technical to use this?

No. The report is written in plain words, with the fixes ranked by what matters most. If you have a developer, the report hands them the exact steps and code. If you do not, the monthly plan lets us do all of it for you.

I sell car seats or strollers. Does fit and safety accuracy matter here?

More than almost anywhere. Parents ask AI which products fit together and which are safest. A wrong answer means a lost sale or a costly return. Sometimes a trust problem you do not want. Every Cowy report checks whether AI states your fit, compatibility, and safety details correctly. Most checkups never look at this.

What do the monthly fixes actually involve?

A mix of writing and light technical work. We clean up your specs and compatibility details, strengthen your reviews, correct the safety and fit facts AI reads, and shore up the sources AI trusts. We handle it, show you what changed, and prove the correction each month.

How working together works

No calls. No meetings. Just the work.

You are busy running a brand. So everything here happens on your schedule, in writing. You never have to book a call or sit through a pitch.

1You get a video, not a call. A 3-minute recording showing what AI gets wrong about your products and what to fix first.
2You start with a form, not a meeting. Share your store link and your goals in two minutes when it suits you.
3You get a report and a walkthrough. Everything written down and explained, so you can read it or forward it to your developer.
4Questions go to email. Reach out any time. We answer in writing, on your time.
Who is behind Cowy
Patrick O'Brien

I am a dad, and Cowy started with my daughter. Finding the right products for her was harder than it should have been, and I wanted to make that easier for other parents. The name is hers, after her first and favorite plushy, a little highland cow named Cowy. I have spent more than 16 years in marketing and automation strategy, I hold an MSBA and an MBA, and I founded my own baby and kids clothing brand. I have also helped brands with SEO for years, which is really this same job one step earlier. What I love most is helping small brands hold their own against the giants, so I keep Cowy small and do the work myself.

Cowy

Find out what AI says about you.

It takes 30 seconds and costs nothing. You may not love what you find, but you will know.

Run my free check →
FAQ

AI accuracy for baby & kids brands, answered

Is AI giving parents wrong facts about my product?

Often, yes. AI assistants answer from whatever they have read, and product data online is frequently thin, outdated, or contradictory. The only way to know is to ask AI the questions parents ask and read the answers. Cowy checks what ChatGPT, Perplexity, and Gemini say about your baby brand and flags every wrong, outdated, or misattributed fact.

How do I fix wrong information AI is showing about my brand?

You fix the sources AI reads. That means clean, consistent structured data and factual claims on your site, and correcting the third-party pages AI trusts. Cowy traces each wrong answer to its source, fixes what you control, out-publishes what you don't, then re-checks and proves the correction.

What happens if AI states a wrong ingredient or age range for my product?

On a kids' product that's serious: it can cost the sale and, worse, mislead a parent on a safety-relevant detail. Courts have already held a company liable for a wrong answer its own chatbot gave. Cowy finds those wrong answers and corrects the sources behind them before they do damage.

How do I keep AI accurate about my brand over time?

AI answers drift as sources change month to month, so a one-time fix doesn't hold. Cowy's Watchdog monitors ChatGPT, Perplexity, and Gemini for your brand and alerts you the moment one states a wrong fact, so you catch it before parents do.

What is AI answer accuracy for baby brands?

It's making sure that when AI describes your products, the facts are right: ingredients, age ranges, certifications, what they're free from. For baby and kids brands, where a wrong claim is a safety and trust issue, accuracy is the whole game. It's what Cowy specializes in.

How is Cowy different from an SEO agency?

SEO chases rankings. Cowy makes sure that when AI talks about your brand, it tells the truth. We find every wrong answer, fix the sources behind it, and prove the correction. We work only with baby and kids consumable brands, and we sell accuracy, not traffic.