Insights that come from spending the budget.
Hard-won lessons from real B2B and D2C ad accounts, anonymized. No recycled best-practice. Just what actually moves pipeline, and what quietly burns money. Want the full picture on a topic? Start with our guides.
A lookalike only copies the seed you feed it.
Your Meta lookalike rises or falls on two levers: the source list you feed it and the 1-20% size you pick. Feed it clean buyers, start at 1-2%, widen carefully.
Paid AdsGoogle Ads monthly invoicing: what high-touch billing actually means.
Google is moving more advertisers off cards and onto monthly invoicing. It reads like a punishment; it is closer to a free line of credit. Who it is for and how it works.
Attribution & MeasurementA call from your ad is not a call from your website.
For call-driven businesses, website phone leads go untracked by default, so Smart Bidding quietly defunds your best channel. How to set up both call conversions.
Paid AdsTwo ad sets in one campaign is not an A/B test.
Meta never splits the two evenly. It picks an early front-runner and starves the rest, so most "winning" creative in your account was never actually tested.
Paid AdsDisplay campaigns are moving into Demand Gen. Here is what does not survive the move.
Migration is irreversible, and Manual CPC, bid adjustments and portfolio bidding do not come with it. Plus the separate August 17 bidding change.
Paid AdsStop paying to re-acquire the leads your sales team already rejected.
Upload your CRM's disqualified leads as a Customer Match exclusion. The move most accounts miss, and for exclusions there's no spend gate to unlock it.
Paid AdsA Meta bid cap doesn't control your CAC. It controls whether you spend at all.
Cap the bid at your target cost and you don't protect your CAC, you throttle delivery and stall the campaign in learning. Meta's own docs agree.
Attribution & MeasurementYour best-converting campaign might have made almost no sales.
A conversion rate on low volume is a rounding error dressed up as performance. Turn the rate into a number before you rank anything by it.
Paid AdsThe LinkedIn audience number is not your audience.
Stack the wrong two filters and LinkedIn quietly shrinks your reach, then the number that survives is still optimistic. How the facet logic works.
Paid AdsOptimize a new Meta campaign for purchases and you've made the algorithm blind.
Meta needs ~50 optimization events per ad set per week to leave the learning phase. A new account has nowhere near 50 purchases. Meta's own docs tell you the fix.
Paid AdsWe start every campaign on Maximize conversions.
The standard advice is to start on Maximize clicks and build data first. Here's the problem with that plan, and the honest case against our position.
Paid AdsYour campaign says it's optimizing for leads. It might be optimizing for page views.
A conversion goal on the campaign does not mean the bidding uses it. Maximize clicks isn't Smart Bidding, and the account never warns you.
Paid AdsExpanded is now Maximum. Standard is now Moderate.
Google renamed its content suitability tiers in the interface before the docs caught up. What each one actually controls, and what tightening costs you.
Paid AdsHow to scale a Google Ads budget without breaking your CPA.
Never double it. Raise by 20 to 30 percent, wait about ten working days, and judge the result at the new spend level, not the old one.
Paid AdsWhat actually puts a Google Ads campaign into learning.
Half the things people avoid "because it resets learning" don't trigger it. Here is Google's documented list, and budget isn't on it.
Paid AdsReferrals aren't product-market fit. Meta will prove it.
Two referral sales feel like validation. Point cold Meta traffic at the same offer and you find out what they really were: borrowed trust.
Paid AdsMeta's B2B targeting is built on self-declarations.
Target "enterprise" on Meta and get solo founders. Why the interest audience leaks, and the one job Meta does brilliantly: pixel retargeting.
Paid AdsUse Meta for retargeting. Here's why.
Meta's best B2B job isn't finding buyers, it's staying in front of them. Three reasons pixel retargeting is the highest-leverage play on Meta.
OutboundYour cold email sounds like everyone else's. Because AI wrote it.
The "I am, I've done this, I can do it for you" email is what AI writes for free. Lead with a free, personalized audit instead.
Paid AdsPerformance Max is leaking your budget into mobile apps.
PMax competitor campaigns bleed onto games and consumer apps. The two-layer fix: exclude the categories, then work the placement report, weekly.
Paid AdsThe B2B Google Ads setup that fills a pipeline has three campaigns.
Most accounts run one Search campaign. The mix that actually fills pipeline: Search for cold demand, PMax for competitors, Display for retargeting.
Attribution & MeasurementGoogle, Meta, and your CRM disagree on conversions.
Each tool counts the same lead with a different attribution model, so you get three numbers. Pick one source of truth and reconcile everything to it.
Paid AdsA low target CPA isn't saving you money.
Founders cap their target CPA to stay disciplined. Really, they're telling Google to buy the cheapest, lowest-intent traffic it can find.
OutboundYour first DM should never mention what you sell.
Most cold outreach dies on the first message. The warm sequence that actually gets replies: connect, engage their world, then pitch.
Paid AdsSearch ads don't create demand. They tax it.
A founder wanted to scale Search. I opened Keyword Planner first, and showed them why you build demand before you can capture it.
Want this read on your own account?
We'll review your account and tell you exactly what's holding your pipeline back and what it would take to fix it.