Meta ads for a Shopify home and furniture store

Furniture breaks the assumption every Meta ads guide is built on: that someone sees an ad and buys within a few days. A €900 sofa is not bought on impulse from a phone on a Tuesday evening. It is considered for three weeks, measured against a wall, discussed with someone else, and then bought — often by typing your name into Google.

Everything below follows from that one fact.

Your attribution window closes too early

Meta’s default is a purchase within 7 days of a click or 1 day of a view. For a considered purchase, that window expires before most of your customers have decided.

The result is systematic under-reporting. Meta shows a ROAS that is genuinely lower than what your campaigns produced, and if you judge on that number alone you will switch off advertising that was working.

Three practical corrections:

Compare against total Shopify revenue, not the Ads Manager column. Over a month, look at whether total revenue moves with ad spend. It is a blunter instrument, and for this category a more honest one.

Use a longer reporting window where available, and accept that the last two or three days of any report are always understated because conversions keep arriving.

Watch add-to-cart and initiate-checkout, not just purchases. They happen inside the window and they are your leading indicator. A campaign filling carts that convert three weeks later looks dead in a 7-day view and is not.

Budget arithmetic is different at a €900 order

The rule that an ad set needs roughly 50 optimisation events per week does not care about your price point, but your ability to pay for them does.

At a €40 CPA, 50 purchases a week costs €2,000. At a €180 CPA — normal for furniture — it costs €9,000 a week. Almost nobody starts there.

So for this category, optimising for purchase from day one is usually the wrong choice. Optimise for add-to-cart or initiate-checkout, which happen often enough and cheaply enough to leave the learning phase at a budget you can actually sustain, and move to purchase optimisation only when volume supports it.

The compensation is that your break-even ROAS is often generous: high order values with 45–60% margins give you room that a €30-basket store does not have.

Retargeting carries more weight here than anywhere else

In most categories retargeting is a small top-up on prospecting. In furniture it is where a large share of revenue is actually closed, because the gap between first seeing the product and buying it is measured in weeks.

That changes the structure:

• Keep prospecting and retargeting in separate campaigns with separate budgets, so you can read them independently and the one does not starve the other.
• Exclude your retargeting pool from prospecting ad sets, or the two bid against each other in the same auction and you pay the premium yourself.
• Let the retargeting window run longer than the 30 days you would use elsewhere. Sixty to ninety days is reasonable when the decision genuinely takes that long.

Shipping cost is the single biggest conversion killer

Bulky goods carry real delivery costs, and a shipping figure that appears for the first time at checkout is the most reliable way to lose a customer who had already decided.

The diagnostic is clean: healthy add-to-cart rate with a poor purchase rate almost always means the checkout revealed something the product page did not. State delivery cost, lead time, and whether it comes to the room or the kerb, on the product page and in the ad copy.

For this category, “Delivered and assembled in 10 days, €49” is a better headline than any adjective.

Creative: the room, not the object

A chair on a white background is a catalogue photo. A chair in a room, at a plausible scale, next to recognisable objects, is an ad — because the question in the buyer’s head is not “is this nice” but “will this work in my space”.

Dimensions belong in the creative, not only in the specifications. So do materials. The objections in this category are practical, and answering them in the ad is what earns the click that turns into a three-week consideration and then a sale.