Field notes

Notes on what moves CPA.

Tactics, teardowns, and the occasional uncomfortable benchmark, straight from building Adscalr.

Browse by topic

Competitor IntelligenceReading the market: what rivals run, where the gaps are, and which angles are already crowded.3 articles
Audience IntelligenceThe people behind the clicks: how buyers talk, what they want, and the awareness stage they buy from.2 articles
Ad CreationMaking the work: hooks, scripts, and the craft of creatives that earn the click instead of buying it.3 articles
Ad IntelligenceReading test results without fooling yourself: signal versus luck, and when a winner is actually a winner.8 articles
Budget IntelligenceWhere the money goes: pacing, allocation, and spending into what works without choking the learning.3 articles
AutomationRules that hold the line: when to pause, when to kill, and the safeguards that keep automation from misfiring.6 articles

Latest

Automation

The Facebook Ads Learning Phase, Explained: Why Touching a Learning Ad Costs You a Week

The Facebook ads learning phase explained: what the 50-event bar means, which edits restart it, and why automated kill rules need a learning lockout.

5 min read
Ad Intelligence

What is AI ad intelligence and what does it actually do?

What an AI ad intelligence tool does, how it differs from automation rules, spy tools, and dashboards, and what to check before you trust one.

7 min read
Ad Intelligence

Statistical significance for Facebook ads: why the calculator keeps crowning losers

Why a standard statistical significance test fails Facebook ad creative batches, and how FDR correction and shrinkage toward format priors fix it.

5 min read
Ad Creation

Meta ads aspect ratio: 1:1 vs 4:5, and where 9:16 is mandatory

Which Meta ads aspect ratio to produce: why 4:5 beats 1:1 in the mobile feed, where 9:16 is non-negotiable, and a budget-based rule for how many ratios each concept earns.

6 min read
Ad Intelligence

Ad fatigue: when to refresh creative (and when your data is lying)

How to tell a fatigued ad from a bad market week, which frequency thresholds matter on Meta, and when to refresh creative without killing a winner too early.

5 min read
Competitor Intelligence

Facebook Ad Library competitor research that doesn't end in a clone

How to mine the Meta, TikTok, and Google ad libraries for competitor angles worth testing: a 30-day durability filter, a decode sheet, and a five-axis gap map.

5 min read
Automation

Meta ads outage: what to do before you touch a single campaign

A meta ads outage what to do playbook: how to confirm an incident on the status page, when pausing makes it worse, and how to keep a broken day out of your test reads.

6 min read
Budget Intelligence

Facebook Ads Budget Spent Too Fast? Why It Happens and When to Step In

If your Facebook ads budget is spent too fast, the cause is often Meta's pacing rules working as designed. Here is how daily budgets behave, and the intraday checkpoints that catch a runaway day.

6 min read
Budget Intelligence

How Much to Spend Testing Facebook Ads (Work Backward From Your CPA)

How much to spend testing Facebook ads is a formula anchored to your target CPA: what a real test costs per creative, how to pace it, and when a winner is safe to scale.

5 min read
Ad Creation

Ads that don't look like ads: when raw creative wins, and when it backfires

Why phone-shot, native-looking creative often beats polished production in paid social, where the lo-fi formula has worn out, and how to test raw against polished honestly.

6 min read
Automation

Automated rules for Facebook ads: the mistakes that kill your winners overnight

Why naive automated rules in Facebook ads backfire, the mistakes I see most often, and the four safeguards a kill rule needs before you trust it with budget.

5 min read
Audience Intelligence

Customer awareness stages: matching ad copy to what the buyer already knows

Eugene Schwartz's five customer awareness stages applied to paid social copywriting: how to read the stage from real customer language and write the hook that meets it.

5 min read
Budget Intelligence

Budget allocation across ad platforms: why fixed ratios keep failing you

How to handle budget allocation across ad platforms using your own trailing performance instead of someone else's 70/20/10 rule.

5 min read
Ad Creation

Direct response ad creative principles you can actually fail

Six direct response ad creative principles rewritten as pass/fail checks you can run on a static or a UGC script before it spends a cent.

5 min read
Competitor Intelligence

How to estimate competitor ad spend without making the number up

What Auction Insights, the Meta Ad Library, and activity patterns let you say about competitor ad spend, where every exact figure comes from, and how to report a range you can defend.

7 min read
Automation

Google Ads recommendations: should you apply them? A type-by-type audit

Which Google Ads recommendations are worth applying, which to decline by default, how to disable auto-apply, and why optimization score belongs in no client report.

7 min read
Competitor Intelligence

Market gap analysis for advertising: find the axis nobody fights on

A market gap analysis for advertising you can run in an afternoon: tag every competitor ad against five positioning axes and claim the emptiest lane.

5 min read
Automation

Turn off Meta AI enhancements: an audit checklist for every Advantage+ creative toggle

How to turn off Meta AI enhancements: what each Advantage+ creative toggle does to your ads, which ones to disable for offer-sensitive campaigns, and how to verify what Meta delivers.

7 min read
Ad Intelligence

Facebook ads performance dropped suddenly? Run this diagnosis before you touch anything

When Facebook ads performance dropped suddenly, the cause sits in one of four layers: platform, account, creative, or plain variance. Here is the order I check them in.

7 min read
Ad Intelligence

Facebook Audience Network placement audit: finding the clicks that never convert

A step-by-step placement audit for Meta Ads Manager: the breakdown to pull, the red flags that expose Audience Network junk traffic, and when Advantage+ placements is still the right call.

7 min read
Ad Intelligence

Scaling winning ads without breaking them: the part the 20% rule skips

Why winners sink when you raise the budget, what Meta's learning phase has to do with it, and how a holdout tells you whether scaling was the culprit.

5 min read
Ad Intelligence

Meta Only Spends on One Ad? Why Delivery Concentrates and How to Test Anyway

When Meta only spends on one ad and starves the rest, your test is broken by design. Here is why delivery concentrates and the structure that gets every variant read.

7 min read
Audience Intelligence

Voice of customer research for ads: your best hooks are already written

How to mine reviews, Reddit, and app stores for the words buyers use, and match each quote to an awareness stage so the right hook meets the right audience.

5 min read
Automation

When to kill a Facebook ad (and how not to kill a winner)

When to kill a Facebook ad: the spend and day thresholds I use, why significance testing fails at kill-decision sample sizes, and four safeguards against mis-kills.

5 min read
Ad Intelligence

Won, or just lucky? How to read an ad test without kidding yourself

A small sample can crown a loser. Here is how I tell a creative that actually won from one that got lucky, without a single statistics-class formula.

5 min read