Verdict
The most compelling sub-segment was Trigger Event — by every conversion metric, by a wide margin, and against the lowest spend allocation.
Trigger Event delivered 3.33x ROAS at a $59 CPA on $178 of spend — beating the existing Beginner-Friendly baseline asset group's CPA by 42% and beating the next-best persona (Researcher) by more than 2× on ROAS. It did this on the smallest spend allocation Google gave any of the four groups (17% of test budget) and the second-lowest click volume (40 clicks). What made it compelling: urgency framing pinned to a specific moment ("Don't Wait for a Hack", "Crossed $1K? Protect It", "Stop Trusting Exchanges"). That language matches a buyer who already has an unresolved trigger and just needs validation plus a fast path. Two of the four personas have since been paused — Procrastinator after 10 days, Researcher after 15 — leaving Trigger Event and Gift live. Trigger Event should get the next budget increase; Gift is questionable at 1.34x ROAS and should probably also pause.
Winner
Trigger Event
3.33x ROAS · $59 CPA · still live
Worst
Procrastinator
0.35x ROAS · $736 CPA · paused after 10 days
vs Beginner-Friendly baseline
+45% ROAS
Trigger Event vs the existing generic beginner asset group (2.30x ROAS)
Side-by-side
All four sub-segments + the existing Beginner-Friendly asset group as baseline. Same campaign, same bid strategy, same product feed — only the text assets differ. CPA and ROAS are the relevant decision metrics for PMax with conversion-value bidding.
Asset group
Spend
Conv.
CPA
Revenue
ROAS
Beginner — Trigger Event Live
$178.41
3.0
$59.47
$593.79
3.33x
Beginner — Researcher Paused Apr 27
$292.78
2.0
$146.39
$487.59
1.67x
Beginner — Gift Live
$453.46
2.5
$181.38
$605.66
1.34x
Beginner — Procrastinator Paused Apr 22
$147.22
0.2
$736.10
$51.00
0.35x
Beginner-Friendly (baseline)
$5,745.54
53.1
$108.20
$11,835.05
2.06x
Ranking
Ordered by ROAS. The current state column reflects what's live in the account today.
01
Trigger Event
22 days · still enabled
Live
Wins on every metric that matters. Best ROAS, best CPA, beat the generic Beginner-Friendly baseline by 45% on ROAS — and Google gave it the smallest spend allocation. The urgency framing ("Don't Wait for a Hack", "Crossed $1K? Protect It") found people with existing triggers who just needed permission to act. This is the persona to fund.
$178
spend
3.33x
ROAS
$59
CPA
02
Researcher
15 days · paused Apr 27
Paused
Below the generic baseline; correctly paused. 1.67x ROAS / $146 CPA — worse than Beginner-Friendly's 2.06x ROAS / $108 CPA. The "end the comparison loop" angle drove clicks (92, second-most) but converted at a worse rate per click than the baseline. Diagnosis: people in active research mode aren't ready to buy on first touch, no matter how good the comparison framing.
$293
spend
1.67x
ROAS
$146
CPA
03
Gift
22 days · still enabled
Live
Highest spend allocation, weakest efficiency. Google funneled $453 (42% of test spend) here and got 1.34x ROAS / $181 CPA — well below baseline. The gift framing pulled clicks (140, most of the four) but converted 36% worse per click than Trigger Event. Off-cycle for May (gifting season is Q4) — likely worth pausing now and revisiting in October.
$453
spend
1.34x
ROAS
$181
CPA
04
Procrastinator
10 days · paused Apr 22
Paused
Killed first, correctly. 0.35x ROAS, $736 CPA — the test's clearest failure. Guilt/permission framing ("End the Procrastination", "Stop Putting It Off", "No Excuses Left") didn't convert. Lesson: people who self-identify as procrastinators don't respond to being called procrastinators. Future tests should reframe this audience around the relief of finishing rather than the shame of delay.
$147
spend
0.35x
ROAS
$736
CPA
Persona deep dive — the actual ad copy
The persona-specific headlines and long headlines for each asset group. The first ~9 headlines on each are shared boilerplate (Blockstream Store, Bitcoin Hardware Wallet, etc.) — only the persona-specific assets are shown below.
Beginner — Trigger Event
Winner · 3.33x ROAS
The frame: someone just had a moment that pushed them toward self-custody — a hack in the news, a portfolio milestone, a friend's nudge. They have urgency but no plan. Copy validates the instinct and hands them the next step.
Headlines (persona-specific)
Protect Your Bitcoin Now
Own Your Keys. 10 Minutes
Don't Wait for a Hack
Your Bitcoin, Your Keys
Secure It Today — $149
Act Now. 10-Min Setup.
Your BTC Deserves Better
Exchanges Aren't Safe
Take Control Right Now
Don't Risk Another Day
Move Off the Exchange
Crossed $1K? Protect It
Self-Custody in Minutes
Stop Trusting Exchanges
Long headlines
Your Bitcoin is worth protecting now. Jade Plus — 10-minute setup, security for life.
Exchanges get hacked. Accounts get frozen. Move your Bitcoin to Jade Plus in 10 minutes.
You just crossed $1K in Bitcoin. Time to actually own it. Jade Plus setup: 10 minutes.
Stop trusting exchanges with your Bitcoin. Jade Plus: 10-minute setup, just $149.
Every day on an exchange is a risk. Take control with Jade Plus in under 10 minutes.
Spend
$178.41
Impr.
8,704
Clicks
40
CTR
0.46%
Conv.
3.0
CPA
$59.47
ROAS
3.33x
Beginner — Researcher
Below baseline · 1.67x
The frame: deep in comparison threads, 14 browser tabs open, can't decide between Ledger / Trezor / Jade. Copy positions Jade Plus as the end of the search.
Headlines (persona-specific)
Done Researching? Get Jade
Open Source. No Subscription
Stop Comparing. Start Now
Jade Plus — $149, No Fees
The One Wallet to Get
End the Comparison Loop
Every Box Checked. $149.
The Answer Is Jade Plus
Best Reviewed Open Source
No More Browser Tabs
Jade Wins the Comparison
Research Over. Time to Buy
Open Code You Can Verify
No Hidden Firmware. Ever.
Your Search Ends Here
Long headlines
Open source. No subscription. Beginner-friendly. Jade Plus checks every box. $149.
Tired of comparing hardware wallets? Jade Plus: open source, no fees, 10-min setup.
Ledger charges fees. Trezor isn't air-gapped. Jade Plus is both — and sets up in 10 min.
You've read every comparison thread. Jade Plus is open source, no fees, 10-min setup.
Stop researching and start securing. Jade Plus: the wallet that checks every box.
Spend
$292.78
Impr.
7,373
Clicks
92
CTR
1.25%
Conv.
2.0
CPA
$146.39
ROAS
1.67x
Beginner — Gift
Below baseline · 1.34x
The frame: buying for a friend or family member who already owns Bitcoin. Borrowing someone else's conviction. Copy uses social proof and gift framing.
Headlines (persona-specific)
The Gift of Real Ownership
Bitcoiners Recommend Jade
Give Bitcoin Security
Their First Wallet — $149
The Wallet to Gift
Gift Real Bitcoin Security
They'll Thank You Later
Perfect Gift for Hodlers
Give the Gift of Control
Best Bitcoin Gift — $149
Gift Self-Custody Today
Give Them Their Own Keys
A Gift They'll Actually Use
The Wallet Friends Recommend
Smart Gift. Real Security.
Long headlines
The hardware wallet Bitcoiners recommend to friends. Jade Plus — $149, 10-min setup.
Know someone with Bitcoin on Coinbase? Jade Plus is the gift that fixes that. $149.
Give them their first hardware wallet. Jade Plus: easy setup, open source, no fees.
The best gift for anyone who owns Bitcoin. Jade Plus: 10-minute setup, just $149.
Help someone you care about take control of their Bitcoin. Jade Plus from $149.
Spend
$453.46
Impr.
9,349
Clicks
140
CTR
1.50%
Conv.
2.5
CPA
$181.38
ROAS
1.34x
Beginner — Procrastinator
Failed · 0.35x
The frame: guilty, avoidant, has known they should move off the exchange for weeks. Copy uses guilt and permission-slip framing. Killed after 10 days with one partial conversion.
Headlines (persona-specific)
Finally Do It. 10 Minutes.
You Know You Should. Do It.
End the Procrastination
Move Your BTC Off Exchange
Plug In. Follow App. Done.
Future You Will Thank You
One Less Thing to Worry
Stop Scrolling. Start Now.
No Excuses Left. $149.
Easiest Thing You'll Do
Setup Takes 10 Minutes
Today's the Day
You've Been Meaning To
Stop Putting It Off
10 Min to Self-Custody
Long headlines
Take control of your Bitcoin today. Easy setup, premium security, just $149.
You've been meaning to move your Bitcoin off the exchange. Jade Plus setup: 10 minutes.
Every day on an exchange is a day you don't own your Bitcoin. Setup takes 10 minutes.
Stop putting it off. Jade Plus setup takes 10 minutes. No technical knowledge needed.
Spend
$147.22
Impr.
4,947
Clicks
39
CTR
0.79%
Conv.
0.2
CPA
$736.10
ROAS
0.35x
Test lifespan
All four launched Apr 13. Procrastinator was killed Apr 22 (10 days), Researcher Apr 27 (15 days). Trigger Event and Gift are still live as of today.
Trigger Event
Gift
Researcher
Procrastinator
Apr 13
Apr 22
Apr 27
May 4
What this means
Urgency > Identity > Comparison > Guilt. The clean rank by ROAS — Trigger Event 3.33x → Researcher 1.67x → Gift 1.34x → Procrastinator 0.35x — maps to the emotional state of the buyer. People with an unresolved trigger convert. People still researching, gifting, or feeling guilty don't (or convert at lower margins). This is the most actionable finding from the test.
Trigger Event beat the existing Beginner-Friendly baseline by 45% on ROAS (3.33x vs 2.06x) on a fraction of the spend. The persona expansion premise from the Apr 13 brief is validated — but only one of the four sub-segments paid out. Don't read this as "personas work"; read it as "this specific persona, in this specific frame, works."
Pause Gift now, revisit in October. 1.34x ROAS at $181 CPA is below baseline. Gifting season is Q4 — May is the wrong month for this angle. Pulling spend now and re-launching for Black Friday / holiday is the right move.
Procrastinator's failure has a copy lesson. Telling people they're procrastinators ("End the Procrastination", "No Excuses Left", "Stop Putting It Off") doesn't compel them — it labels them. If you re-test this audience, lead with the relief of being done, not the shame of not having done it.
"One less thing to worry about" is the only headline in the group that points at relief; that's the direction worth exploring.PMax caveats. Asset groups in PMax share bidding, audience signals, and listing groups — Google decides which assets to serve and to whom, so attributing performance purely to copy is imperfect. Spend allocation also reflects Google's predictions, not user intent. With $1,072 of total spend across 7.7 conversions, sample size is borderline — the Trigger Event vs Procrastinator gap is huge enough to trust, but the Gift vs Researcher ordering is within noise.
Suggested next step. Reallocate Gift's daily budget to Trigger Event for a 14-day scaling test. Keep ROAS ≥ 2.5x as the gate. If Trigger Event holds, build out 2–3 sub-variants of the trigger frame (specific triggers: "After Mt. Gox", "After FTX", "After your first $5K", etc.) for the next round.