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Before the holidays

Your boots are waterproof. Your page just doesn’t say so.

Free product page auditResults in seconds, then a 30-minute walkthrough.

John Bizimana
7 min read

More shoppers now ask an AI assistant what to buy. The assistant can only recommend what it can check on your product pages. Most of what it misses takes small template changes to fix, and there is still time before Black Friday.

Three boots, one recommendation. The other two were probably fine boots. The assistant couldn’t confirm the size of one or the delivery date of the other, so it moved on.

One shopper, two ways to buy

Say a shopper wants waterproof boots under $150, in a size 10, delivered by Friday.

On their own, they’d open a few tabs, look at the photos, pick a size from the menu, hover over the little ⓘ next to “Returns,” and decide. About 90 seconds and one small sigh.

Now they ask an AI assistant instead. It doesn’t browse the way a person does. It reads each page, checks it against what the shopper asked for, and recommends the ones it can back up. So the question for a retailer isn’t “does our page look good?” It’s “can the assistant find every fact the shopper asked about?”

Press the button below to see the difference.

waterproof boots under $150, size 10, here by Friday
What the shopper sees
WATERPROOF

TrailMark Ridge Boot

Price$139.00
SizeSelect size ▾
DeliveryShips fast
Returnsⓘ
What the assistant can confirm
  • Price under $150: confirmedOn the page.
  • Waterproof: not confirmedOnly in the banner picture.
  • Size 10 in stock: not confirmedOnly after you open the size menu.
  • Arrives by Friday: not confirmed“Ships fast.” No date to check.
  • Returns: not confirmedHidden in a pop-up.
1 of 5 confirmed

AI: “Can’t confirm the size or delivery. Moving on.”

The design didn’t change, and it’s the same boot. Four facts moved out of a picture, a menu, a vague phrase and a pop-up, and onto the page as plain words. In this example, that was enough to get it recommended.

Want to see this for your own products? Send us a product page. We run the audit for you in seconds, free.

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Four places good facts hide

Most product pages have the facts. The trouble is where they’re kept. A person finds them by looking, clicking or hovering. Many AI assistants read the page as text and don’t hover or click. Even the ones that open a real browser often skip pop-ups and menus. We see the same four problems on most pages we audit.

1. In a pop-up. The shopper hovers. The assistant often doesn’t.
2. In a picture. Some AI assistants can read words in images, some of the time. Don’t rely on it in your biggest weeks of the year.

3. In a vague phrase. “Ships fast” sounds good, but it isn’t a date. If the shopper asked for Friday, the assistant can’t match “fast” to Friday, so it is likely to pick the store that says “Arrives Thursday.” It’s the same with “great fit” versus “runs half a size small,” or “easy returns” versus “free returns within 30 days.”

4. In a drop-down menu. Many pages show stock only after you pick a size. The assistant often doesn’t pick. It sees a menu and no stock. Write it on the page: “Size 10: in stock.”

A shopper will put up with a vague page. An AI assistant often skips it.

Here’s the full list for the boot above.

The factWhere it is nowWhat to change
Size 10 is in stockOnly shows after you pick from the size menuWrite it on the page: “Size 10: in stock”
WaterproofOnly in the banner pictureAdd it to the product details in words
Arrives by Friday“Ships fast”Give a date: “Arrives Thursday”
ReturnsIn a pop-upPut “Free returns within 30 days” on the page
Price under $150On the pageAlready fine. Leave it alone.

Price is almost always fine. Retailers have had to get that one right for years.

Two places count, not one. There’s what’s written on the page, and there’s the product data built into the page’s code. Shoppers never see the second part. AI assistants are built to read it, because it states the price, sizes, stock, delivery and returns in a form a machine can trust. When we audit a page, most of the gaps are usually in this hidden layer, and it is often the quickest part to fix.

How big is this, really?

Big enough that the largest names in search and AI are building shopping straight into their products.

50B

50 billion products in Google’s Shopping Graph, the catalog behind its AI shopping features. More than 2 billion of them are updated every hour.

Google, May 2025
11×

Growth in orders from AI search across Shopify stores since January 2025. Traffic from AI tools grew 7×.

Shopify, Q3 2025 earnings call
700%

Growth in AI search revenue in two months at Fulton, an insole brand, as reported by its CEO.

Fulton CEO Libie Motchan

Google explains how its AI Mode picks products. When you ask for something specific, it runs several searches at once to work out what a good product needs, then suggests products that match. It checks your product against the shopper’s list. If a fact isn’t on your page or in your product data, it can’t match it.

Why now

Search, social and email are mature channels where you fight over fractions of a percent. Orders from AI assistants are growing in multiples. Fulton is a small brand, and it moved early. A competitor that fixes its pages this month can take the recommendation your product would have had.

Can you fix this before Black Friday?

Yes, if you start now. Black Friday is November 27. You don’t need a redesign, only small template changes. Most of the gaps we find are quick wins: a delivery date instead of “ships fast,” the returns policy on the page, stock shown for each size, a summary of reviews. Fix those first and leave the bigger jobs for the new year.

Miss Black Friday, and you haven’t missed the season. The weeks before Christmas are when shoppers ask for things like “a gift for my dad that arrives before the 24th.” An AI assistant can only answer that if your page gives a last order date it can check, such as “Order by Fri, Dec 18 for Christmas delivery.” Put your holiday shipping cutoffs on the page. Then come the after-Christmas sales, when people ask for the best deal on something specific. A quick win you make in November is still working in January.

The plan on one calendar. Quick wins before Black Friday if you can. If not, there is still Christmas.
  1. This week

    See the gaps

    Send us the products you expect to sell most over the holidays. We run the audit on them in seconds.

  2. Before your code freeze

    Fix the quick wins

    Delivery dates, returns, stock for each size, review summaries. Small changes, done before your busiest week.

  3. Early December

    Fill in shipping cutoffs

    Add a slot for your Christmas shipping cutoff before your code freeze. In December, fill in the date on every product page, in words an AI assistant can check. No release needed.

  4. January

    Learn from the holidays

    See what sold, what came back and why, then plan the bigger fixes for the year ahead.

How many facts does your best seller spell out?

Open one of your best-selling product pages. Tick a box only if the fact is written on the page itself, not just in a picture, a pop-up, a tab or a menu.

Quick look · the full audit checks 197 details, and we run it for you

How many of these are written on the page?

Tick the facts your page spells out.

0 of 7
Get your full audit

We run the audit for you. In seconds.

Send us one of your product page links. We run the audit in seconds. It checks the page for 197 product details that our research shows AI assistants check, gives a score, and lists the gaps with the quick wins marked. Then, in a 30-minute session, we walk you through the results and plan the fixes with you. You don’t install anything or give us access to your systems.

What we run for you, in seconds. Paste a link, check the details, get a score and the gaps with the quick wins marked.

What you get from Syntasa

Syntasa Product Intelligence makes your product facts complete and easy for AI assistants to read. It works in three steps:

  • Audit: checks each product page against 197 product details that our research shows AI assistants check, and marks the quick wins.
  • Enrich: fills the gaps from your own product, stock and delivery data.
  • Serve: sends the facts to your site and its product data, and keeps them current, so AI assistants read today’s price, stock and delivery date.

Your first step: send us one of your best-selling product pages. We run the audit for you in seconds, then walk you through the results and the quick wins in a 30-minute session. After that, we can give your team access to the self-serve audit agent to check the rest of your catalog.

Free · results in seconds · 30-minute walkthrough

See what AI assistants can’t find on your product pages.

Send us one of your best-selling product pages. We run the audit for you in seconds, against 197 product details that our research shows AI assistants check. Then, in a 30-minute session, we walk you through every gap and the quick wins to fix first.

  • We run it for you. Nothing to install, and no access to your systems.
  • After the walkthrough, we can give your team access to our self-serve audit agent, so you can check every product page yourself.
  • Nothing to buy to see your results.
  • Still time for the quick wins before Black Friday.
FAQ

Questions we get

John Bizimana
Director of Enterprise GTM at Syntasa. Works with large retailers on their product data, customer data and AI tools. You can reach him atjohn.bizimana@syntasa.com.

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