Most BulkSheet Pro recommendations are surgical. Bid changes adjust one keyword. Negates block one term. Placement adjustments shift one budget multiplier. The work is local.
Product Pauses are different. When BulkSheet Pro recommends pausing a product, it's saying: this SKU, as a product ad, isn't worth advertising right now. Pause the entire product, in every ad group where it's running. Stop spending on it until something changes.
That's a bigger call. The thresholds for it are correspondingly stricter, and the behavior of the page is conservative on purpose — never auto-staged, always requiring an explicit click.
What pausing a product means
Every ad group in Amazon Ads contains one or more product ads — rows that link the ad group to a specific SKU (which corresponds to an ASIN). The product ad has its own status: Enabled or Paused. When the product ad is enabled, the SKU is eligible to show ads from that ad group. When it's paused, the SKU is not.
Pausing a product ad is more targeted than pausing the entire ad group or campaign — the ad group keeps running for any other SKUs it contains, the campaign's other ad groups keep running, but the specific SKU-in-ad-group combination stops getting impressions.
For most BulkSheet Pro recommendations, pausing applies at this level: one product ad row, in one ad group. If the same SKU is running in five different ad groups across your account, each of those is a separate product ad and would get its own pause recommendation if it qualified.
When a product qualifies for pause
BulkSheet Pro evaluates every enabled product ad with non-zero spend in your bulk sheet. The product qualifies for a pause recommendation if either of two gates trips.
Gate 1: zero orders, overspent. The product has produced zero orders, and its spend exceeds 10 times the patience budget (where patience budget is account CPO × target ACoS, with a $5 floor). This is the catastrophic case — the SKU is spending real money in this ad group and converting nothing.
Note the 10× multiplier. The regular per-term negate gate uses 7×; the product pause gate uses 10×. The reason: pausing the entire product is more destructive than negating a single search term. A product might have one bad search term dragging down its ACoS, while the others are fine — pausing the product would kill the good search terms along with the bad. The 10× threshold ensures that the pause recommendation is reserved for unambiguous cases where the entire product, not just one of its search terms, is the problem.
Gate 2: high ACoS with orders. The product has produced some orders, but its ACoS is more than 6× the target ACoS for that SKU and campaign. This catches the case where a product converts occasionally but at a price that makes the advertising unprofitable.
Again, the multiplier is higher than the per-term equivalent (the per-term gate uses 4×). A product converting at 5× target might still be worth advertising if its bid can be cut — a less destructive lever. The 6× threshold for pause means BulkSheet Pro only recommends the nuclear option when the ACoS is dramatically beyond what bid adjustments could repair.
Both gates respect the rule hierarchy when resolving target ACoS — SKU rule first, then campaign rule, then campaign-type override, then account default. A product covered by a "loss leader" SKU rule with target 80% won't get a pause recommendation just because its ACoS is high; it will be evaluated against the 80% threshold (so the high-ACoS gate would need ACoS > 480%, which essentially never triggers).
The Consider Pausing tab
The Products page has a tab called "⏸ Consider Pausing." This is the Rec Actions filter for product pauses. Clicking it narrows the page to products that crossed the high-confidence threshold of the rec engine.
One specific behavior worth knowing: the Consider Pausing tab is a filter only, not auto-staging. Most Rec Actions tabs in BulkSheet Pro pre-select the high-confidence picks for you, so a single click commits the batch. The Products page doesn't do that. Each product pause requires an explicit click — either on the row's status toggle (to flip it from Enabled to Paused) or via the "Select all (N)" button at the top of the tab.
The reason: pausing is destructive enough that the engine wants explicit human consent on every row. A bid change can be reversed by another bid change. A negate can be reversed by removing the negative. A pause can be reversed by re-enabling — easy in concept, but if you accidentally pause 40 products and don't notice until next week, that's a meaningful operational miss.
The Select All button gives you a one-click batch if you've already reviewed the list. The explicit per-row toggle keeps you in control row-by-row if you're being more cautious.
Confidence scoring
Like every other rec type, product pauses get a confidence tier:
- High: spend meaningfully exceeds the trigger threshold; clicks are well above the 10-click reliability floor
- Medium: spend just over the threshold; clicks at or near the floor
- Low: below the strict thresholds but borderline
The Consider Pausing tab shows only high-confidence picks by default. Medium and low picks aren't surfaced — for the pause case, "borderline" effectively means "don't recommend this yet."
When pausing is the right call
The clearest case: a product whose ACoS is catastrophically high and whose listing has fundamental problems that bid or negate work can't fix. Maybe the product has bad reviews. Maybe the price is uncompetitive. Maybe the title doesn't match what shoppers expect. Maybe the product is out of stock and Amazon is throttling visibility. In these cases, the product just isn't ready to advertise profitably right now. Pausing stops the bleeding while you fix the underlying issue.
Another clear case: products in clearance or wind-down. You're not adding inventory; you don't need to drive demand; the ad spend is bleeding through inventory that's about to be discontinued anyway. Pause the product ads, let organic traffic carry whatever last sales come through.
A less obvious case: products that have been promoted past their cost-effective audience. Sometimes a SKU was an early winner, the auto and broad campaigns surfaced lots of bad search terms over time, and by now the cumulative spend from those terms has driven the product's ACoS into the unprofitable range. Negates might fix it — but if the bleed is across dozens of small-spend terms, the pause-and-rebuild approach is faster. Pause the product, then re-launch it cleanly in a tighter exact-match campaign with the converting keywords you've already harvested.
What BulkSheet Pro won't do
It won't pause a product based on a single bad search term. The gates are aggregate — total product-ad spend, total product-ad ACoS. If one search term is killing the product's metrics while the rest are fine, the right move is to negate that term, not pause the product. The Search Terms page surfaces individual term issues; the Products page surfaces whole-product issues.
It won't recommend pausing an excluded campaign's products. Same contract as every rec engine — excluded campaigns are walled off, including their product ads.
It won't recommend pausing a product with no spend. A product ad that hasn't received any ad-spend is just an unused row — no waste, nothing to pause.
It won't recommend pausing a product that's already paused. Self-evident, but worth saying: the recommendation only applies to currently-enabled product ads. A paused row stays paused without intervention.
The cycle that follows
You scroll through the Consider Pausing tab. It has 7 entries. Five are products you immediately recognize as good candidates — clearance items, two with bad listing photos you've been meaning to fix, one with a price you can no longer compete on. Two are surprises — products you thought were doing fine but the data shows real ACoS problems.
You pause the five obvious ones (one click each, or one click on Select All to stage all five). The two surprises you leave alone for this cycle — you want to investigate before pulling the trigger. The Products page lets you see the search terms feeding each product ad; you click into one of the surprises and find that yes, one search term is responsible for most of the spend, and a focused negate would probably fix it.
Cycle two shows the result. The five paused products stopped spending entirely. Two of them have been re-enabled because you fixed the underlying issue. The other three are staying paused indefinitely — they shouldn't have been advertising in the first place. The two products you investigated separately got per-term negates instead of pauses, and their ACoS came down to acceptable levels.
The pause recommendation is rare in any given cycle — typically a single-digit count for established accounts — but each one represents a decision the engine wouldn't make lightly. When BulkSheet Pro recommends pausing a product, the call is worth taking seriously.