How to read a Shopify CRO Audit score and what to fix first

What the score is, and is not

The Shopify CRO Audit opens a public product page and walks the buy path a shopper takes: the price, the variant, one clear add to cart, and what happens after the click. It gives a score out of 100 and a list of fixes. It takes about 30 seconds, needs no login and no payment, and works on a store domain or a single product URL. A store domain is enough because the audit picks a product for you. Paste a product URL when you want a specific item, such as your best seller or a competitor's.

The score is a checklist reading of one page. It is not a prediction of your conversion rate, and a low score does not mean the store is failing. It covers the product page and the cart. It does not see checkout, orders, discounts or your analytics.

How the score is built

The score starts at 100 and loses points for each missed check. The checks fall in three groups, weighted by how much they get in the shopper's way.

• Group A, the buy path (6 points a miss). Can the shopper see the price, choose a variant, find one add to cart button and complete the click?
• Group B, the offer (4 points a miss). A bundle or quantity break on the product page, a cart goal such as free shipping, an intent pop-up, and a cart that stays open instead of sending the shopper to a separate cart page.
• Group C, whether the page fights itself (2 points a miss). Returns copy next to the button, offers stacked on top of each other, one main call to action, trust signals near the buy box, and product schema that matches the price on the page.

That order is also the order to fix things in. A blocked buy path costs more than a missing trust badge.

How to run it and what to do with the result

1. Paste your store domain or product URL and run the audit.
2. Read the top fix first. It is the miss with the largest effect.
3. Fix group A misses before anything else, then group B, then group C.
4. Change one thing at a time, and run the same product URL again so you compare like with like.
5. Save the share link, badge or PDF if you want a record. The link opens the saved snapshot and does not re-check the store.

If the store has a password page, enter the same password shoppers use. It is used for that run and discarded.

Worked example

This is an invented result, not a real report. A product page loses two group A checks (12 points), two group B checks (8 points) and three group C checks (6 points). The score is 100 − 26 = 74.

The group A misses: add to cart sends the shopper to a cart page rather than a drawer, and the variant selector is below the fold on mobile. Those come first, and a drawer also gives you a place for a second offer. Next come the group B misses: no cart goal and no bundle. Last come the group C ones: returns copy, and a schema price that does not match the page.

You change the add to cart behaviour and run the same URL again. The score rises by 6. Now you have a measured change and not a hunch.

Common fixes, in order

1. Make the price and variant obvious. They should be visible without scrolling on a phone.
2. Keep the shopper on the page after add to cart. A cart drawer is the usual way.
3. Add a second offer in the cart. A free-shipping goal or a bundle. The average order value lesson shows how to set the threshold.
4. Put returns and shipping information next to the button. Read the product page lesson for what a shopper needs before adding to cart.
5. Make schema match the page. If the price in the markup is not the price on the page, search engines and AI tools quote the wrong one. Check with the SEO check guide.

A two-week plan from a first score

A score is useful only if it leads to a change. This is a simple way to use one:

1. Day 1. Run the audit on your best-selling product. Save the link. Write down the top fix and your current conversion rate and average order value from Shopify analytics.
2. Days 2 to 4. Make the single change that clears the biggest group A miss. If add to cart sends shoppers to a cart page, switch to a cart drawer or make the page's next step obvious.
3. Day 5. Run the same URL. The score should have gone up by the weight of the checks you cleared. If it has not, the change did not do what you expected.
4. Days 6 to 12. Let traffic run. Do not change anything else. Compare conversion rate and average order value with the week before, taking account of any promotion or ad change.
5. Day 14. Pick the next miss and repeat.

The score will not tell you whether sales rose. Your analytics will. The score tells you whether the page now meets the checklist, which is a cheaper question to answer.

What each group looks like on a real page

• Buy path. On a phone, can you see the price, pick a size or colour and reach the add to cart button without scrolling past a wall of text? Is there one clear button, or two competing ones?
• Offer. After you add to cart, what happens? A drawer with a free-shipping goal and one suggested item is a second offer. A plain cart page with nothing else is not.
• Page fighting itself. Do a pop-up, a sticky bar and an app badge all appear at once? Is the returns policy a click away or next to the button? Does the price in the page source match the price on screen?

Open your own product page on a phone with these three in mind. You will usually find the first two misses before you run the tool.

When the score can be wrong

• A pop-up or age gate can hide the product from the audit. Pause it and run again.
• A page that changes by country or by customer may show the audit something different from what you see.
• A low score on a page that already converts well may mean the checklist and your audience disagree. Your analytics outrank the score.

Using it on a competitor

If the page is public you can audit it. You will see the issues a shopper meets on their product page. You will not see their conversion rate or their admin. Pair it with the theme finder and the app detector.

Shopify questions