How to audit a conversion column you do not trust
My account reported 288 conversions. I checked every one by hand; 188 were worthless. Here is the process, and what I would do differently.
Performance marketer, moving into Marketing Executive.
I judge a campaign on the conversions that turn into revenue, not on clicks. Ten Google Ads accounts in four months, and one campaign where auditing the conversion data mattered more than optimising the bids.

Case study · B2B wholesale
65% of recorded conversions were junk
That was the first campaign I ran end to end, and going through every one of those records by hand taught me more than any course had. The platform is measuring what you told it to measure. If you set that up carelessly, it will report success at exactly the moment the business is wasting money.
So I start from the other end now: define what a valuable action actually is, build the tracking that captures it, and only then decide where the budget goes.
My account reported 288 conversions. I checked every one by hand; 188 were worthless. Here is the process, and what I would do differently.
2026 has truly been a turning point in my life. I made the decision to put my studies on hold and find a job in a field I genuinely love

A Good AI Learner Has a Clear Mindset. As Matt Pocock pointed out, the people who succeed with AI aren't the ones who outsource everything to it, nor are they the ones who refuse to use it

Auditing conversion records to separate real leads from noise, then feeding what the junk has in common back into keywords, negatives and forms.
Setting up the tracking before the spend: containers, events and conversion actions that capture the interactions a business actually values.
Building and optimising Google Ads campaigns end to end: account structure, keyword and negative strategy, and budget decisions tied to qualified leads rather than volume.
On-page optimisation and site structure, so paid and organic point at the same pages and the same intent instead of competing.
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