Every bad month feels like a broken account. Leads drop 30 percent, someone forwards the report with a question mark, and within a week the campaign structure has been rebuilt, the bidding strategy changed and three new ads launched. Then the season turns, results recover, and everyone credits the changes. That cycle wastes more money than any bad keyword ever has.
Almost nobody sells evenly across twelve months. Even boring B2B services move with holidays, budget cycles and school terms. In the accounts I have worked on, the businesses convinced they had no seasonality usually had it clearly visible once anyone plotted two years of data.
Common patterns worth knowing about:
The test is simple and most people skip it: compare with the same period last year, not with last month. Year over year is the only comparison that holds season constant. If you do not have last year’s data, this is the argument for keeping an account running through the quiet season at reduced spend rather than switching it off entirely. Data continuity has real value.
Then work through this order, because it separates market conditions from account problems:
Nine times out of ten this five step check tells you within twenty minutes whether the account is at fault, and that is the difference between a considered adjustment and a panic rebuild.
The instinct is to cut spend to zero. Sometimes that is correct, particularly for genuinely dead months in weather driven businesses. But there are better options in between.
Do not make structural changes during an anomaly. If a month is unusual, that is exactly the month when you have the least reliable information about what works. Fix broken things, yes: tracking, approvals, stock, page errors. But rebuilding structure, changing bid strategies and rewriting all your ads while the season is against you means you will never know what caused what.
Write the seasonality down. A one page calendar of your own business’s twelve months, with what you know about each, is worth more than any forecast tool, because it stops the same argument happening every year. Include the reason next to each month. Not just August is slow, but August is slow because our buyers are on holiday and our lead to close time doubles.
Pull two years of monthly conversions and cost, put them side by side, and mark the months that repeat. That chart ends most panics before they start. Then agree with whoever reads your reports on what a normal bad month looks like, in advance, so nobody rebuilds the account in the middle of one. If you want an outside read on whether your bad month is seasonal or structural, book a free consultation.