.png)
How Armaview Proved $2.13M in Incremental Revenue Across Five Firearms & Outdoor Brands
Armaview is Armanet's incrementality measurement engine. It runs true control-group holdouts in-flight to prove how much revenue your media actually caused — not the revenue it took credit for. Across five brands and 94 days, the lift was undeniable.
The number your ad platform reports is not the number your business actually earned.
Attributed revenue is every sale the platform connects back to an impression or click — including the customers who would have purchased anyway. Incremental revenue is only the sales that would not have happened without the media.
For five brands across rifles, defense, retail, tactical, and accessories, the gap between those two numbers was the difference between a confident budget decision and a costly one. They needed a measurement layer that could separate signal from credit-taking.
The Armaview Approach
Real Control-Group Holdouts
Armaview holds out a randomized control audience in-flight — not a modeled estimate. Every result is exposed vs. unexposed, same audience, same window, same campaign.
In-Flight Measurement
Lift is measured during the campaign, not weeks after it ends. Brands can act on incrementality data while there is still budget left to shift.
Statistical Significance, Every Time
Every result is reported with confidence intervals. If the lift isn't statistically significant, Armaview says so. In this cohort, all five brands cleared the threshold.
Numbers that speak for themselves.
Every $1 of measured media spend returned $7.80 in true incremental revenue — net of the customers who would have bought anyway.
Full performance breakdown.
| Attributed Revenue (Platform Reported) | $5.08M |
| Incremental Revenue (Armaview) | $2.13M |
| Reported ROAS | 15.2x |
| Average iROAS | 7.8x |
| Total Ad Spend | $334K |
| Incremental Orders | 8,400 |
| Total Exposed Reach | 16.3M unique users |
| Test Window | 94 days |
| Brands Measured | 5 of 5 significant |
Five campaigns. Five measured lifts.
Each brand ran on Armanet with Armaview measurement enabled. Here's what the holdout test actually proved — attributed vs. incremental, side by side.
A precision-built manufacturer needed to know whether its paid impressions were generating sales or simply riding alongside organic demand. Armaview measured a 727% revenue lift against the holdout.
<article class="av-brand">
<div class="av-brand-head">
<div>
<div class="av-brand-vertical">Rifles & Defense Systems</div>
<div class="av-brand-title">Defense Systems Manufacturer</div>
</div>
<div class="av-brand-iroas"><div class="av-v">3.7x</div><div class="av-l">iROAS</div></div>
</div>
<p>An established manufacturer with strong organic pull. Armaview answered the harder question: how much of the paid revenue would have happened anyway? The answer — a clean <strong style="color:var(--av-fg);">3.7x incremental return</strong> on a controlled holdout.</p>
<div class="av-brand-grid">
<div class="av-brand-cell"><div class="av-l">Attributed Rev.</div><div class="av-v">$215K</div></div>
<div class="av-brand-cell"><div class="av-l">Incremental Rev.</div><div class="av-v">$85K</div></div>
<div class="av-brand-cell"><div class="av-l">Ad Spend</div><div class="av-v">$23K</div></div>
<div class="av-brand-cell"><div class="av-l">Reported ROAS</div><div class="av-v">9.3x</div></div>
<div class="av-brand-cell"><div class="av-l">Order Lift</div><div class="av-v">269%</div></div>
<div class="av-brand-cell"><div class="av-l">Exposed Reach</div><div class="av-v">1.30M</div></div>
</div>
</article>
<article class="av-brand">
<div class="av-brand-head">
<div>
<div class="av-brand-vertical">Multi-Brand Retailer</div>
<div class="av-brand-title">Multi-Brand Firearms Retailer</div>
</div>
<div class="av-brand-iroas"><div class="av-v">13.5x</div><div class="av-l">iROAS</div></div>
</div>
<p>High-velocity retailer running aggressive media. Armaview separated true incremental sales from baseline ecommerce traffic — and surfaced the <strong style="color:var(--av-fg);">largest absolute incremental revenue and the highest iROAS in the cohort.</strong></p>
<div class="av-brand-grid">
<div class="av-brand-cell"><div class="av-l">Attributed Rev.</div><div class="av-v">$890K</div></div>
<div class="av-brand-cell"><div class="av-l">Incremental Rev.</div><div class="av-v">$484K</div></div>
<div class="av-brand-cell"><div class="av-l">Ad Spend</div><div class="av-v">$36K</div></div>
<div class="av-brand-cell"><div class="av-l">Reported ROAS</div><div class="av-v">24.7x</div></div>
<div class="av-brand-cell"><div class="av-l">Order Lift</div><div class="av-v">560%</div></div>
<div class="av-brand-cell"><div class="av-l">Exposed Reach</div><div class="av-v">1.89M</div></div>
</div>
</article>
<article class="av-brand">
<div class="av-brand-head">
<div>
<div class="av-brand-vertical">Training, Apparel & Gear</div>
<div class="av-brand-title">Tactical Gear & Training Brand</div>
</div>
<div class="av-brand-iroas"><div class="av-v">3.9x</div><div class="av-l">iROAS</div></div>
</div>
<p>A creator-led brand scaling paid media for the first time. Armaview proved the broad-reach campaigns were actually moving the needle — <strong style="color:var(--av-fg);">scaled to 6.2M unique reach while holding a 3.9x incremental return.</strong></p>
<div class="av-brand-grid">
<div class="av-brand-cell"><div class="av-l">Attributed Rev.</div><div class="av-v">$1.45M</div></div>
<div class="av-brand-cell"><div class="av-l">Incremental Rev.</div><div class="av-v">$462K</div></div>
<div class="av-brand-cell"><div class="av-l">Ad Spend</div><div class="av-v">$117K</div></div>
<div class="av-brand-cell"><div class="av-l">Reported ROAS</div><div class="av-v">12.4x</div></div>
<div class="av-brand-cell"><div class="av-l">Order Lift</div><div class="av-v">447%</div></div>
<div class="av-brand-cell"><div class="av-l">Exposed Reach</div><div class="av-v">6.23M</div></div>
</div>
</article>
<article class="av-brand">
<div class="av-brand-head">
<div>
<div class="av-brand-vertical">Firearms Parts, Accessories & Ammo</div>
<div class="av-brand-title">Heritage Firearms & Accessories Retailer</div>
</div>
<div class="av-brand-iroas"><div class="av-v">6.2x</div><div class="av-l">iROAS</div></div>
</div>
<p>A heritage multi-category retailer with deep organic demand and a large always-on media program. Armaview isolated a Memorial Day flight and proved <strong style="color:var(--av-fg);">$846K of incremental revenue at 99%+ confidence.</strong></p>
<div class="av-brand-grid">
<div class="av-brand-cell"><div class="av-l">Attributed Rev.</div><div class="av-v">$2.10M</div></div>
<div class="av-brand-cell"><div class="av-l">Incremental Rev.</div><div class="av-v">$846K</div></div>
<div class="av-brand-cell"><div class="av-l">Ad Spend</div><div class="av-v">$137K</div></div>
<div class="av-brand-cell"><div class="av-l">Reported ROAS</div><div class="av-v">15.3x</div></div>
<div class="av-brand-cell"><div class="av-l">Order Lift</div><div class="av-v">121%</div></div>
<div class="av-brand-cell"><div class="av-l">Exposed Reach</div><div class="av-v">5.61M</div></div>
</div>
</article>
</div>
Three factors behind the performance.
Endemic Audiences That Actually Convert
Armanet's firearms and outdoor publisher network reaches high-intent buyers no walled-garden platform will touch. The exposed audience was the right audience — and the holdout proved it.
Measurement Built Into the Buy
Because Armaview runs in-flight on Armanet inventory, there's no third-party tag patchwork, no waiting on post-campaign analysis, and no platform marking its own homework.
Significance Across Every Stage
From a $22K test on a precision manufacturer to a $137K always-on retailer flight, every brand cleared statistical significance. The methodology is durable across budget, vertical, and brand maturity.
"Armaview is the measurement layer underneath Armanet campaigns. It tells you what your media actually caused — not what it took credit for.
— Armanet Measurement Team
From proof of lift to a permanent line on the plan.
With five-for-five significant lifts and $2.13M of measured incremental revenue, Armaview is graduating from a periodic test into a standing measurement layer across the network. Brands in this cohort are scaling spend in 2026 with a number they can defend.
Measure the lift your media actually creates.
Armaview ships with every qualifying Armanet campaign. Run a real holdout, get a real number, and spend your next dollar with conviction.
Measure Your Next Campaign →