Recently, a lead-gen agency that mostly works with home builders shared this with one of our salespeople: a bot finds one search term overnight, and by morning a community has around 50 new conversions:

“All of a sudden a community will have 50 conversions on that and it’ll just be, you know, it’s spam is what it is, where some bot has ran through and is using that to convert.”

Most PPC managers watch for drops: conversions fall, cost per acquisition climbs, and you take notice. But a spike doesn’t trigger the same alarm. It looks like good news, which might hide a big problem.

Why a spike is more dangerous than a drop

A drop announces itself. But a spike doesn’t, because nothing about it looks wrong. Smart Bidding has no built-in way to tell a real form fill from a bot filling out the same form fifty times before breakfast, a pattern others have documented as form spam poisoning the bidding signal. Every one of those fifty gets counted, and the algorithm reads all of them as demand.

So the account doesn’t fail quietly. It succeeds loudly, on the wrong signal, and by the time cost per lead looks off, Smart Bidding has already had days to bid up that pattern. Catching the spike before the algorithm learns from it is the whole game.

Here’s how to catch the spike early, trace it to the source, and stop it from affecting future bidding decisions.

Step 1: Set an alert for increases, not just decreases.

Most monitoring is tuned to catch things getting worse, which is the wrong bar here. Optmyzr’s default Anomaly Alerts run automatically on every connected account, but they watch cost, impressions, and clicks, but not conversions. And this exact spike would sail right past them.

So, the tool built for this is the Anomaly Detector, an enhanced script that does monitor conversions, with a sensitivity threshold you set yourself, flagging movement in either direction, not just down. The Rule Engine can build the same condition on a custom schedule instead. Either way: point an alert at conversions specifically, because the default one won’t.

Step 2: Catch it the same day.

The Anomaly Detector runs hourly, comparing actual performance against what’s expected for that day and hour, which is what makes same-day detection possible instead of finding out at the end of the week. Smart Bidding continuously updates its bidding algorithms as new conversion data comes in; no one publishes an exact reaction curve. The number that matters is your own: how many hours passed between the spike and your alert. Same logic behind a CPC spike overnight: different metric, but same principle.

Step 3: Trace it to the exact search term.

An alert tells you something moved, but not what moved it. That’s the job of PPC Investigator’s Root Cause Analysis, which narrows a change from account level down through campaign, ad group, and keyword, and checks change history to rule out you did this yourself.

From there, open Search Term N-Grams or Negative Keyword Finder and sort by conversions. A term with 50 overnight conversions will not be hiding.

Florida-based agency, The PPC Pros, uses the PPC Investigator for faster diagnosis.

Read more: How The PPC Pros Saved 5,000+ Hours and Built a 24/7 PPC Safety Net

Step 4: Confirm it’s spam before you touch anything.

No tool will tell you if a conversion is fake. That call is yours. Does the term make sense, and would 50 people possibly search it overnight in one community? Some of the tells here would be: nonsensical phrasing, a location mismatch, or a pattern that looks scripted rather than something that comes from a human. Don’t get this step wrong or else you could negate a real, high-intent term, which does more damage than the spam did.

Step 5: Negate it, then decide if it’s a pattern.

Once you’re confident, negate the term. Both Search Term N-Grams and Negative Keyword Finder let you add it directly from the report, to a shared list or the account, in one click. That’s today’s fix.

For next time, a Rule Engine rule that auto-adds matching terms to your negative list means the same bot pattern doesn’t need a human next month. Optmyzr MCP can stage that same negative keyword for you in conversation, but applying it still needs your confirmation: the judgment stays with you.

Read more: How To Use Claude With Optmyzr MCP

What negating the term doesn’t undo.

Here’s the honest part: negating the term stops the bleeding, but it doesn’t erase what Smart Bidding already learned from the conversions it already counted. There’s no button that un-counts those fifty leads once Google has logged them, not in Optmyzr, not anywhere we could confirm.

That’s not a reason to skip the steps above. In fact, it’s an important reason to run them fast. The account manager we quoted in the intro found out only once performance felt wrong, meaning the algorithm had already been chasing it a while. Which means, alerting on the increase, not just on the decrease, is how you close that gap.

If you want to see this whole loop in your own account before you need it, Optmyzr’s 14-day free trial gets you into the Anomaly Detector and PPC Investigator with no credit card required, so the next overnight spike is one you catch instead of one you find out about later.