Brox.AI
humans@brox.ai
Campaign Analysis
Cross-Channel Advertising Study

How Should Monetra
Reach Its Audiences?

Testing 12 advertising channels, 9 two-channel combinations, and 6 three-channel combinations across 439 digital personas
439
People Tested
12
Single Channels
9
2-Channel Combos
6
3-Channel Combos
6
Segments

The Brief

Meet Monetra

A new digital-only, low-fee U.S. bank designed to eliminate financial uncertainty

Monetra is an imaginary digital-only bank offering no-overdraft checking, high-yield savings, and real-time "safe-to-spend" cash flow forecasting. It targets consumers who want simple, transparent banking without hidden fees or branch visits.

We tested 12 individual advertising channels — from TikTok influencers and podcast sponsorships to TV commercials and billboards — plus 9 two-channel and 6 three-channel combinations, asking nearly 12,000 questions across 439 digital personas. Each person was exposed to every channel and combination and scored as "yes," "maybe," or "no" — with full qualitative reasoning captured for each answer.

These 27 tested scenarios are a fraction of what's possible: with 12 channels there are 66 possible pairings, 220 possible triples, and over 4,000 possible combinations of any size. The platform enables limitless exploration — this study represents the starting point, not the ceiling.

Baseline
9.9%
No ads (App Store)
Best 1 Channel
23.2%
BiggerPockets
Best 2 Channels
28.1%
Humphrey Yang + BiggerPockets
Best 3 Channels
28.5%
+My First Million
Worst Channel
3.3%
Billboard

Section 01

Individual Channel Performance

Positive rate (yes + maybe) for each of the 12 advertising channels, compared to the no-ad baseline

Above baseline
At or below baseline
Baseline (9.9%)
Podcast (BiggerPockets)
9.9% baseline
23.2%
Instagram (Humphrey Yang)
17.0%
Podcast (My First Million)
15.7%
Instagram (Carousel Ad)
12.4%
TikTok (Vivian Tu)
10.9%
TikTok (Organic Clip)
10.3%
Baseline (App Store)
9.9%
TikTok (Tori Dunlap)
9.5%
YouTube Commercial
9.5%
NYT Print Ad
9.0%
TV Commercial
8.7%
Billboard (Bus/Subway)
3.3%
Key Insight

Trusted personal voices dominate: the top 3 channels are all creator-led content (podcasts and influencer Instagram). Traditional mass media — TV, billboards, print — performs at or below the no-ad baseline, suggesting they add noise rather than signal for a digital bank launch.

What tips "maybe" towards interest?

"Maybe" respondents like the product features but cite switching inertia. Creator content works by framing Monetra as a low-risk trial, not a full commitment.

"She likes low/no fees and strong mobile features… but she's satisfied with Chase and sees switching as a hassle — so after a podcast nudge she'd research and likely try it." BiggerPockets "maybe" respondent

Section 02

Channel Performance by Segment

Positive rate for each channel across 6 audience segments. Darker teal = stronger response.

Channel Fee-Sensitive
Survivors
(133)
Security-First
Skeptics
(113)
Values & Ethics
Voters
(95)
P2P Wallet
Reliants
(65)
Structured
Planners
(64)
Rate-Optimizing
Savers
(50)
Podcast (BiggerPockets) 18.8%21.4%23.4% 24.6%42.2%48.0%
Instagram (Humphrey Yang) 14.1%16.2%16.5% 19.4%26.2%33.3%
Podcast (My First Million) 13.1%14.4%20.0% 15.9%25.8%42.0%
Instagram (Carousel Ad) 10.7%9.0%13.7% 15.6%12.7%24.0%
TikTok (Vivian Tu) 9.3%7.4%11.0% 12.3%9.8%21.7%
TikTok (Organic Clip) 8.4%9.0%7.6% 15.6%13.3%17.0%
Baseline (App Store) 6.2%8.0%8.7% 16.9%14.3%18.8%
TikTok (Tori Dunlap) 8.2%4.6%10.2% 11.9%16.4%26.1%
YouTube Commercial 9.8%8.9%10.9% 15.9%9.4%18.8%
NYT Print Ad 7.2%7.5%11.5% 11.5%14.8%26.1%
TV Commercial 7.0%7.2%8.8% 13.1%11.1%14.6%
Billboard (Bus/Subway) 1.5%2.7%4.3% 4.7%4.8%8.3%
Analysis

Rate-Optimizing Digital Savers and Structured Planners are the most receptive segments across all channels, with BiggerPockets hitting 48% and 42% respectively. The hardest-to-reach segments — Fee-Sensitive Digital Survivors and Security-First Skeptics — still respond well to creator content but at roughly half the rate. Notably, P2P Wallet Reliants have a high baseline (16.9%) suggesting natural product affinity, even without advertising.


Section 03

Channel Combinations

When people see two or three channels together, some pairings create genuine synergy while others show clear diminishing returns

Two-Channel Combinations

Humphrey Yang + BiggerPockets
28.1%
My First Million + BiggerPockets
23.9%
Carousel Ad + My First Million
23.0%
Carousel Ad + BiggerPockets
22.8%
Vivian Tu + BiggerPockets
21.4%
Carousel Ad + Humphrey Yang
20.9%
My First Million + Humphrey Yang
20.0%
Vivian Tu + Humphrey Yang
17.1%
Vivian Tu + My First Million
15.0%
Why the top combo works

The influencer's visual demo makes the product feel real; the podcast's detailed breakdown builds rational confidence. Even "yes" respondents describe a trial, not a full switch.

"She's comfortable trying new apps and has switched banks before, but she's fine with Chime now, so she'd likely test Monetra as a secondary account rather than switch." Humphrey Yang + BiggerPockets "maybe" respondent

Three-Channel Combinations

Humphrey Yang + BiggerPockets + My First Million
28.5%
Carousel Ad + BiggerPockets + My First Million
27.1%
My First Million + BiggerPockets + Carousel Ad
26.6%
Carousel Ad + Humphrey Yang + My First Million
22.2%
Carousel Ad + My First Million + Humphrey Yang
22.1%
My First Million + Humphrey Yang + Carousel Ad
20.5%
Diminishing Returns

Adding a third channel provides almost no additional lift for the general population: the best 3-channel combo (28.5%) is only +0.4 percentage points above the best 2-channel combo (28.1%). The budget required for a third channel would be better spent deepening reach within the two-channel strategy.

Why the third channel doesn't move the needle

By the third touchpoint, the persuadable have already converted. Remaining "maybes" cite structural barriers — loyalty, need to research — that no additional ad can fix. The barrier is action inertia, not awareness.

"The IG/podcast mentions would spark interest, yet actual behaviour is to research and wait unless the offer stands out." 3-Channel "maybe" respondent

Combinations by Segment (2-Channel)

Combination Fee-Sens.SecurityValuesP2PPlannersRate-Opt.
Humphrey Yang + BiggerPockets 27.8%25.7%31.9% 35.4%38.1%49.0%
My First Million + BiggerPockets 20.9%18.9%22.0% 28.6%31.1%49.0%
Carousel Ad + My First Million 22.3%21.4%31.9% 26.6%34.4%42.9%
Carousel Ad + BiggerPockets 20.0%19.8%24.7% 28.1%30.2%42.9%
Vivian Tu + BiggerPockets 16.7%17.0%24.2% 17.2%30.2%46.0%
Carousel Ad + Humphrey Yang 22.1%14.3%22.1% 29.2%28.1%48.0%
My First Million + Humphrey Yang 16.7%19.8%20.4% 30.8%28.6%42.0%
Vivian Tu + Humphrey Yang 15.4%15.2%19.1% 21.9%25.4%31.2%
Vivian Tu + My First Million 10.2%11.0%18.5% 14.3%24.2%33.3%

Section 04

The Advertising Funnel

Tracing positive intent from no advertising through one, two, and three channels — lines connect each combination's component channels to show where the biggest lift occurs

General Population — Trajectory Map

Each line traces a path from baseline through its component channels. The steeper the line, the greater the lift at that stage.

5% 10% 15% 20% 25% 30% Baseline Single Channel 2-Channel Combo 3-Channel Combo 9.9% BiggerPockets 23.2% Humphrey Yang 17.0% My First Million 15.7% Carousel Ad 12.4% Vivian Tu 10.9% HY + BP 28.1% MFM + BP 23.9% Carousel+MFM 23.0% Carousel+BP 22.8% VT+BP 21.4% Carousel+HY 20.9% MFM+HY 20.0% VT+HY 17.1% VT+MFM 15.0% 28.5% HY+BP+MFM 27.1% Carousel+BP+MFM 26.6% MFM+BP+Carousel 22.2% Carousel+HY+MFM 20.5% MFM+HY+Carousel +13.3pp Biggest lift +4.9pp 2nd channel +0.4pp Diminishing
Best path (via BiggerPockets)
Via Humphrey Yang
Via My First Million
Via Vivian Tu (no 3-ch data)
Reading the chart

The steepness of each line segment shows where the lift happens. The baseline-to-single jump is steep and wide — this is where the biggest gains occur (+13.3pp for the best path). The single-to-double segment still adds meaningful lift (+4.9pp). But the near-flat lines from 2-channel to 3-channel confirm clear diminishing returns: adding a third channel barely moves the needle. All paths converge into a narrow 20–29% band by the 3-channel stage. The budget for a third channel is better spent on reach and frequency within the first two.

The Exception: Security-First Skeptics

One segment sees continued lift at the 3-channel stage, where most segments plateau

Baseline
8.0%
Naturally cautious
about new banks
1 Channel
21.4%
BiggerPockets
+13.4pp
2 Channels
25.7%
+ Humphrey Yang
+4.3pp
3 Channels
28.6%
+ My First Million
+2.9pp
Why Skeptics Need More Touchpoints

Security-First Skeptics are defined by their caution. Unlike other segments that plateau at 2 channels, this group's trust builds cumulatively: each additional credible source providing a different angle on Monetra — visual demo, detailed podcast review, pros-and-cons comparison — chips away at their default scepticism. For this segment, a three-channel strategy is justified.


Section 05

How to Reach Each Segment

The optimal channel strategy for each of the six targetable audience segments

27.8%
Fee-Sensitive
Digital Survivors
133 people
Humphrey Yang + BiggerPockets
28.6%
Security-First
Skeptics
113 people
Humphrey Yang + BiggerPockets + My First Million
3 channels justified (+2.9pp lift)
34.8%
Values & Ethics
Voters
95 people
Carousel Ad + BiggerPockets + My First Million
3-channel combo outperforms 2-channel
35.4%
P2P Wallet
Reliants
65 people
Humphrey Yang + BiggerPockets
42.2%
Structured
Planners
64 people
BiggerPockets alone
Combos dilute for this methodical segment
49.0%
Rate-Optimizing
Digital Savers
50 people
Humphrey Yang + BiggerPockets
Top Performer
Rate-Optimizing Digital Savers
Nearly half (49%) respond positively to the Humphrey Yang + BiggerPockets combination. This financially-engaged segment is the most receptive audience overall.
Exception to the Rule
Structured Planners Prefer Solo
The only segment where a single channel (BiggerPockets at 42.2%) outperforms the best combo (38.1%). Methodical planners prefer focused, detailed information over multiple voices.
3 Channels Justified
Skeptics and Values Voters
Two segments see meaningful lift from a 3rd channel: Security-First Skeptics (28.6%) and Values & Ethics Voters (34.8%). Trust-building requires more touchpoints for these cautious groups.
Strategic Recommendation

Invest in BiggerPockets podcast sponsorship as the foundation of Monetra's launch. For most segments, layer Humphrey Yang Instagram content as the second channel. For Security-First Skeptics and Values & Ethics Voters, add My First Million as a third touchpoint to build the additional trust these cautious segments require. For Structured Planners, keep it simple: BiggerPockets alone outperforms any combination. This differentiated strategy achieves 25–49% positive intent across all six segments — up from a 9.9% no-ad baseline — while avoiding spend on a third channel where diminishing returns make it wasteful.