Meta – Facebook and Instagram – has changed a lot over the last year. The platform is smarter now. The way targeting works is completely different. And if you’re still running ads the way you did two years ago, you’re leaving money on the table.
Unlike Google Ads, which captures people already searching for what you sell, Meta puts your business in front of people based on their behavior and interests before they ever search. At Good Pup Digital, we build Meta campaigns around what actually works today: creative quality over audience targeting, server-side tracking through Conversion API, and broad targeting that lets Meta’s algorithm find the right people. Most businesses need a minimum of $1,000 to $1,500 a month in ad spend to give the algorithm enough data to optimize.
Most advertisers think Andromeda is Meta’s ad algorithm. It is not. Andromeda is just one piece of a larger AI system that decides which ads you see and when you see them. Understanding how these systems work together explains why creative quality matters more than audience targeting in 2025 and beyond.
Andromeda handles the initial filter. When someone opens Instagram or Facebook, Meta has billions of possible ads it could show. Andromeda narrows that pool from billions down to thousands of candidates based on user traits, search history, and behavioral signals Meta has tracked over time. It is the first gate, not the final decision.
After Andromeda narrows the field, a system called Lattice predicts what happens next. Will the user click the ad? Watch the full video? Actually buy something? Lattice estimates the probability that a specific user will convert from each remaining ad candidate. This is where Meta starts separating high-performing ads from weak ones.
Then a newer system called GEM (Generative Ads Model) evaluates the actual creative. It analyzes the video, the hooks, the visuals, and the copy to figure out which version of your ad is most relevant to each individual user. If you have multiple creative assets, GEM determines which variation to serve and to whom.
Finally, the auction decides which ad wins the placement. Your bid, estimated action rates, and ad quality all factor in. But the creative quality signals from GEM and the conversion predictions from Lattice heavily influence your auction competitiveness. A strong creative with broad targeting will outperform a weak creative with hyper-targeted audiences almost every time.
This is why we stopped recommending interest-based targeting and lookalike audiences for most campaigns. Meta’s AI does the targeting work now through creative matching. If you are still manually layering audiences, you are limiting the algorithm’s ability to find the right people. The ad itself is the targeting signal. At Good Pup Digital, we focus on giving Meta’s system what it actually needs: high-quality creative assets that Andromeda, Lattice, and GEM can use to find and convert the right users.
Meta has gotten really good at knowing when to show someone your ads. It recognizes where someone is in the process – are they just learning about you, or are they ready to buy?
Here’s how it works. Meta categorizes your ads into three buckets:
Meta’s AI recognizes all three and knows when to show them. Someone who just learned about you gets TOF. Someone who’s been seeing your ads for a week gets BOF with the offer. The sequencing is automatic once you have the creative built.
Meta will typically spend more on TOF because that’s where you’re reaching new people and building your audience. How much flows to TOF depends on your BOF conversion rates – if people are converting well at the bottom, Meta keeps feeding the top to bring more people through the funnel.
If you’re lead gen – service businesses, local businesses:
Think about the platform you’re on. Facebook is where people in Cincinnati and Northern Kentucky are comfortable asking “does anyone know a good roofer?” or “hey I’m looking for a painter, any recommendations?” in local groups. They’re trusting their neighbors to point them in the right direction. That’s your audience. Not people actively searching like on Google, but people who are comfortable asking for help and taking recommendations from their community.
Your creative should feel personal. Humanizing. Like talking to your neighbor, not running a commercial. The owner on video works incredibly well:
“Hey, I’m [name], I run [business] here in [city]. We do [thing]. If you’re interested, feel free to reach out or message me directly.”
TOF introduces you. MOF builds trust. BOF gives them the offer and sends them to a landing page to book or get a quote.
If you’re ecommerce:
You’re selling someone on the feeling or emotion they’ll get with your product. Say you sell a powder that goes in coffee for weight loss. Your ad might be a simple before and after photo – static image, someone’s testimonial after using your product. You’re showing the result. And you send them to a dedicated landing page for that product.
Same sequencing applies. TOF introduces the product. MOF shows social proof and results. BOF gives the offer and pushes them to buy.
This is the big shift. Broad targeting – where you just let Meta find the right people – works better than manually selecting interests and demographics. The algorithm is sophisticated enough now that once you get leads or sales, it captures more people who are likely to convert.
But this only works if your tracking is set up right. Meta’s algorithm learns from conversions. If you’re not tracking properly, Meta doesn’t know who to show your ads to and you’re just guessing.
At Good Pup Digital, we make sure tracking is dialed in from day one. That means the Meta Pixel at a bare minimum. But we highly recommend CAPI – Conversion API. It’s more accurate, more efficient over time, and it gives you better results at a lower cost. The Pixel alone isn’t enough anymore.
Meta has improved so much over just the last year that it can be a better platform than Google depending on your budget and industry.
Google has intent – someone is searching for you. But Google has also become increasingly expensive. The question now is: which platform allows you to gather more data to feed the algorithms?
Meta ends up being the cheaper platform. Which means more volume. More data. More conversions to teach the algorithm who to target. And once Meta’s algorithm learns, it gets really efficient. You end up with better results at a lower cost than Google in a lot of cases.
It’s not always Meta. Sometimes Google is the move. But we’ll tell you straight which one makes more sense for your business and your budget.
Meta works best alongside other channels. Most of our clients run Meta alongside Google Search Ads to capture both awareness and intent. YouTube Advertising complements Meta for video-first strategies. For local businesses, pairing Meta with Local Services Ads and a strong Google Business Profile creates full coverage from discovery to conversion. And Display retargeting lets you follow up with site visitors across millions of websites. Performance Max can extend your reach even further across Google properties.
We build separate campaigns for each stage of your funnel. Top-of-funnel prospecting, mid-funnel engagement, and bottom-of-funnel conversion campaigns each get their own budgets, audiences, and creative. This prevents Meta from dumping your entire budget into the cheapest clicks instead of the most valuable ones.
We layer broad targeting with creative-based segmentation. Instead of relying on shrinking interest-based audiences, we let the algorithm find your buyers through creative variations that self-select. Different ads attract different customer types, and Meta optimizes toward whoever converts.
We develop and rotate ad creative on a structured testing schedule. Every campaign gets multiple creative concepts, each in several formats (static, carousel, video). We test headlines, hooks, and visuals against each other and kill underperformers within days, not months.
We install and maintain the Meta Pixel, Conversions API, and server-side tracking. With iOS privacy changes limiting browser-based tracking, the Conversions API is no longer optional. We set up both so Meta sees your actual results and can optimize effectively. We also build UTM structures and CRM integrations to track leads from first click to closed deal.
If you want to extend your Meta reach with similar audience-based campaigns on Google surfaces, Demand Gen campaigns run across YouTube, Gmail, and Discover using the same creative-first approach.
We reallocate budget weekly based on performance. When a campaign is generating leads below your target cost, we scale it. When another campaign stalls, we adjust before it burns budget. This active management is the difference between profitable Meta campaigns and wasted spend.
At Good Pup Digital, we come across this all the time. Someone has been running their own Meta Ads and they’re not working. Here’s usually what’s wrong:
We recommend a minimum budget of $600/month in ad spend (paid to Meta). Meta usually runs alongside Google Search Ads as one of the first channels. They work really well together – Search catches people looking for you, Meta builds awareness and catches people earlier.
How long does it take for Meta Ads to start generating leads?
Most campaigns need two to four weeks for Meta’s algorithm to exit the learning phase and stabilize. During that window we are testing audiences and creative, and lead volume typically ramps up by week three. Campaigns with strong creative and proper tracking often see consistent lead flow within 30 days.
What is a good cost per lead on Facebook and Instagram?
It depends on your industry and offer. Service businesses in competitive markets typically see CPLs between $15 and $80, while e-commerce brands often measure by ROAS instead. We benchmark against your specific vertical and adjust campaigns to push costs down over time.
Do I need video ads or are images enough?
Both work, and we test both. Static images often outperform video for direct-response offers, while video tends to win for brand storytelling and higher-ticket services. The best approach is running both formats simultaneously and letting performance data decide.
How does iOS privacy affect Meta ad targeting?
iOS 14.5 and later versions reduced the data Meta receives from iPhones. This means browser-based tracking alone misses a significant portion of conversions. We solve this with the Conversions API (server-side tracking), which sends conversion data directly from your server to Meta, bypassing browser limitations.
Should I run Meta Ads if I already run Google Ads?
Yes. Google Ads captures people actively searching. Meta reaches people before they search, building awareness and demand that drives future search volume. Running both creates a full-funnel system where Meta fills the top and Google captures the bottom.
What budget do I need to make Meta Ads work?
We generally recommend at least $1,000 per month for lead generation campaigns. Below that, the algorithm does not get enough data to optimize effectively. Higher budgets allow more creative testing and faster scaling of winning campaigns.
If you want to run Meta Ads with proper creative, proper targeting, proper tracking, and proper sequencing – we’ll handle it. TOF, MOF, BOF, CAPI, placement optimization, the whole thing.
We’ll analyze your audience, craft compelling ads, and put your brand in front of the right people on Facebook and Instagram.
Let us know what you’re working on. We’ll follow up fast with next steps.
We work with businesses of all sizes, from local shops in Cincinnati and NKY to companies across the country.
Google Shopping Ads Management
