First establish whether the store has no sales or Meta is failing to record them. Then check delivery, the click path, the website and the argument in the ads. This sequence helps you investigate the failure without changing several inputs at once.

Is the account really getting zero sales, or is the pixel just not seeing them?

Open Events Manager and check the Purchase event against store orders, including a controlled test order. Orders in the backend with no Meta purchases could reflect tracking or attribution differences; they do not rule out a weak sales campaign.

Resolve measurement errors before using the reported purchase count to judge creative.

Is everything actually delivering?

Check campaign, ad set and ad eligibility alongside schedules and account limits. An active parent can contain rejected or paused ads, so inspect the level at which delivery stops.

If one ad receives no spend while its siblings deliver, investigate eligibility and allocation separately. See the CBO delivery guide before calling it a creative loss.

Are people clicking, and what does a click actually cost?

Compare link CTR, cost per click and cost per landing page view with relevant prior ads in the account. Keep the placement, objective and reporting definition consistent. The comparison helps locate a change; no single CTR threshold tells you whether the campaign can make money.

A large gap between link clicks and landing page views warrants a mobile page-load check. Also inspect event measurement and consent behavior before attributing the whole gap to speed.

Are they buying once they land, or leaking out on the site?

Compare landing-page visits, add-to-carts and checkouts. A low cart rate can reflect the ad promise, visitor intent, price, stock or the page itself. Cart abandonment warrants checks for shipping costs, payment options and checkout errors. These rates narrow the investigation without isolating a cause by themselves.

At Skydolls, ads were still directing shoppers toward unavailable inventory. The account also lacked tests of existing organic posts and new waitlist leads. Checking those concrete operating gaps was more useful than assuming a targeting setting explained the decline.

Do your ads make many arguments, or one argument many times?

Count repeated primary texts and headlines to find candidates for review, then inspect the full creative. A shared caption can accompany different arguments in the videos, while different captions can repeat the same proposition.

In a DTC food-brand audit, roughly $18,000 had been spent across 72 videos using three primary texts and two headlines. That repetition prompted a closer review of what each ad actually argued. Watch-through and click-through showed little relationship with return in that analysis, so they were not sufficient guides to what deserved more spend.

The audit also raised audience-setup and checkout questions. An absence of custom audiences does not by itself prove that existing customers received ads or that retargeting was absent. Check the actual delivery and campaign settings before drawing either conclusion.

At EnvyLashes, creator content from Trybe was available but new creative was not being tested consistently. That gave the team a practical next step: assess the material and launch selected tests.

Make one interpretable change at a time

Frequent edits can make a before-and-after comparison difficult, and significant edits can affect delivery learning. Keep the change history, fix confirmed faults and allow enough time for the result you are measuring. Use the pause criteria to keep that waiting period within an agreed loss limit.

If sales were previously stable and suddenly fell, also check what changed at that time: stock, offer, site, tracking, budget and delivery.

What if you would rather not be the one running this checklist?

You can absolutely work this list yourself, and if you enjoy the operating work, you should. If you are weighing that honestly, I wrote a straight comparison of doing it yourself versus hiring someone.

My creative strategy work for DTC brands includes research, briefs, review, testing analysis, and iteration. See the creative work and current service details.