EXERCISE
AI Ad Quality Lab
Workshop 4 · Phase 4 — Ad Creative
Progress:
STEP 1 OF 4 — READ BOTH ADS

Two ads. Same product.
Same AI tools. Same 10 minutes.

Both ads below were created for FocusFlow — a morning planning app for students — using the same AI tools in the same amount of time. Study them carefully. Your job: decide which one you think will perform better on Instagram.

📱

THE PRODUCT

FocusFlow — a mobile app that helps users plan their morning routine in 8 minutes. Priced at €4.99/month. Average subscriber stays 6 months → LTV = €30. Target platform: Instagram feed.

Ad A Instagram Feed · Sponsored
F
···
✨ NEW APP
✨ Be More Productive Today!
FocusFlow App
FocusFlow App Are you struggling to stay productive? Our AI-powered productivity app is here to help! Transform your daily routine and achieve your goals. Download free today! 🚀 #productivity #goals #success #lifestyle #studentsofinstagram
👍 Like
💬 Comment
↗ Share
Ad B Instagram Feed · Sponsored
F
···
⏱ 8 MIN ROUTINE
Stop losing 2 hours a day to scattered to-do lists.
FocusFlow App
FocusFlow App FocusFlow plans your entire morning in 8 minutes — every day. No overwhelm, no forgotten tasks. Just a clear head before 9am. 7-day free trial, cancel anytime.
👍 Like
💬 Comment
↗ Share
STEP 2 OF 4 — YOUR PREDICTION

Which ad will have a higher CTR after a €50 test on Instagram?

Both ads cost the same to run. Same audience, same budget, same platform. Choose one.

What's your reasoning? (optional)
STEP 3 OF 4 — THE RESULTS

€50 test · 7 days · same audience

Both ads ran simultaneously to the same audience (women 22–28, Vilnius & Kaunas, interest in productivity). Budget split 50/50.

Ad A — "Be More Productive" STOP
Click-through rate0.0%
Impressions (€25 spend)
Clicks
Sign-ups (18% conv.)
Paying customers
Customer Acquisition Cost
Ad B — "Stop losing 2 hours…" SCALE
Click-through rate0.0%
Impressions (€25 spend)
Clicks
Sign-ups (18% conv.)
Paying customers
Customer Acquisition Cost
STEP 4 OF 4 — THE DEBRIEF

Same AI. Different strategy. 7× difference.

Here is exactly what made Ad B outperform Ad A. It was not the visual. It was not the tool. It was the brief.

The Brief Comparison

This is what each creator gave the AI before generating the ad. Study the difference in specificity.

BRIEF ELEMENT
Ad A — What was written
Ad B — What was written
TARGET AUDIENCE
"Young people who want to be more productive"vague
"Women 22–28, Vilnius & Kaunas, follow Notion / Y Combinator, students or early-career, have tried productivity apps before"specific
PLATFORM MINDSET
Not specifiedmissing
"Instagram feed — passive scrolling. Must interrupt in under 1 second. Feels native, not corporate."stated
HOOK
"Something inspiring about productivity"vague
"Lead with the pain: losing time to scattered to-do lists. Specific and measurable."specific
PROBLEM
Not specified — AI guessedmissing
"You open 5 apps and still forget what mattered — recognition moment, not a feature list"specific
SOLUTION FRAMING
"Mention AI features and organisation"feature
"Show the outcome: morning planned in 8 minutes. No features — only what the user gets."outcome
CALL TO ACTION
"Download for free"high barrier
"Try Free 7 Days — reduce the commitment, make it feel reversible"low barrier
HPSC Breakdown — Where Each Ad Won or Lost
H
Hook
AD A
"✨ Be More Productive Today!"
Generic aspiration — no one identifies
AD B
"Stop losing 2 hours a day to scattered to-do lists."
Specific measurable pain — thumb stops
P
Problem
AD A
"Are you struggling to stay productive?"
Too vague — anyone and no one
AD B
"You open 5 apps and still forget what mattered."
Specific scenario — ICP thinks "that's me"
S
Solution
AD A
"AI-powered app that helps you stay organised"
Feature, not outcome — so what?
AD B
"FocusFlow plans your morning in 8 minutes — every day."
Concrete outcome with time anchor
C
CTA
AD A
"Download Free"
Asks strangers to commit immediately
AD B
"Try Free for 7 Days"
Reversible — removes psychological barrier
THE KEY LESSON
AI made both ads look equally polished.
Strategy made one of them 7× better.
The production gap between a good ad and a bad ad is now zero — AI closes it in minutes. The strategic gap is as wide as it has ever been. The teams that win are not the ones who use AI fastest. They are the ones who write the best brief before they open the tool.
Apply It — Write Your Own Brief
Use the same framework for your product from W3. Fill this in before opening any AI tool.
💡 After generating the ad, run the thumb-stop test: read your hook out loud as if you were tired and scrolling at 11pm. Would you stop? If not — rewrite the hook first, before changing anything else.