Hmm a couple of thoughts here:
This is a pretty normal problem when scaling locally. As you increase spend in a fixed area like Houston, you start to saturate the best audiences and Meta has to find more expensive people to show ads to, so your CPA goes up. Just throwing more money at one campaign rarely works.
The way around this is to structure your campaigns properly by temperature. You need separate campaigns for cold, warm, and hot audiences.
Your 'scaling' campaign should be your cold audience (ToFu) campaign. This is where you test different detailed targeting interests and behaviours relevant to Houston. Once you have enough data (like 100+ purchases), you can start testing lookalikes of your purchasers. The goal here is just to bring new people to your website or offer.
Then you need an always-on retargeting campaign (MoFu/BoFu). This is honestly where the profit is. You create audiences of people who've visited your website, added to cart, watched your videos etc. but haven't bought yet. Show them different ads, maybe with a testimonial or overcoming an objection.
When you scale your budget, you put most of it into the cold campaign. This fills up your retargeting audiences, and the retargeting campaign converts them efficiently over time. This structure lets you spend more to find new people while your backend retargeting captures value and keeps your overall CPA stable. Also make sure you're always optimising for conversions (sales, leads, whatever), not reach or traffic.
Hope that helps!
Lukas Holschuh
Founder, Growth & Advertising Consultant
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