Stop Wasting Ad Spend on Devices That Will Never Convert.

You pay the exact same CPC for a visitor on a $150 budget smartphone as you do for a $1,200 flagship. Yet, the budget phone will crash at checkout. End "Hardware Blindness" and boost your ROAS instantly.

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With BDP

Without BDP

#CAM-8842-D2C-SCALE Meta Pixel + GA4

Budget: $10,000 / mo

Total Spend $10,000.00

Avg CPC $1.20

Crash Rate 18.4%

Total ROAS 1.42x

Target Segment	Bid Modifier	Clicks	Avg CPC	Spend	Crash Rate	Outcome
📱 Mobile (All Hardware)	0% (Default)	8,333	$1.20	$10,000	18.4%	1.42x ROAS
└ Budget Segment	0% (Unfiltered)	3,666	$1.20	$4,400	41.2%	$4,200 Wasted
└ Mid-Tier Segment	0% (Unfiltered)	3,333	$1.20	$4,000	2.1%	1.85x ROAS
└ Flagship Segment	0% (Under-bid)	1,334	$1.20	$1,600	0.0%	Lost Auctions

#CAM-8842-D2C-SCALE BDP Engine Active

Budget: $10,000 / mo

Total Spend $10,000.00

Avg CPC $1.31

Crash Rate 0.00%

Total ROAS 3.85x (+171%)

Target Segment	Bid Modifier	Clicks	Avg CPC	Spend	Crash Rate	Outcome
BDP 1 Entry Tier	-80% (Suppress)	733	$0.24	$176	0.00%	Saved $4,224
BDP 2 Basic Tier	0% (Neutral)	1,666	$1.20	$2,000	0.00%	2.10x ROAS
BDP 3 Mid-Range	+15% (Scale)	2,173	$1.38	$3,000	0.00%	3.40x ROAS
BDP 4 Flagship	+40% (Aggress)	2,871	$1.68	$4,824	0.00%	5.60x ROAS

The Illusion of Traffic

The High-End Flagship

Seamless navigation, instant checkout, high Average Order Value.

Action:
Bid higher (+40%) to win high-intent shoppers against your competitors.

The Budget Smartphone

Frozen UI, Out-Of-Memory crashes at payment, 100% cart abandonment.

Action:
Stop bidding on these devices and save your budget.

Increase ROAS without changing your tech stack.

Step 1: Real-Time Scoring

Our lightweight script evaluates the user's CPU/GPU capacity in real-time and assigns a Browser Device Performance (BDP) score (From 1: Critical to 4: Premium).

Step 2: Smart Pixel Injection

The BDP score is instantly pushed as a custom event into your existing tracking pixels (Meta Pixel, Google Tag, TikTok, Criteo) and analytics (GA4).

Step 3: Automated Bid Adjustments

Use your standard Ads Manager to create audiences based on the score. Apply negative bid modifiers to BDP 1 devices (Stop the bleed) and positive modifiers to BDP 4 devices (Scale the revenue).

The Triple-Impact of Hardware-Aware Ads

Cost Savings

Cutting out devices that will mathematically never convert.

Revenue Growth

Reinvesting that budget to win high-value auctions.

Long-term ROI

Fixing the "dirty data" problem in Meta/Google pixels.

Discover Your Hidden Wasted Spend in 48 Hours.

We inject the BDP tracker via your Tag Manager in 3 minutes. Next week, we will show you in your own analytics dashboard exactly how much ad budget you burned on incapable devices that yielded $0 in revenue.

Zero Dev Integration:
Simple drop-in via Google Tag Manager.

100% Privacy First:
‍GDPR compliant, zero cookies, zero PII.

Enterprise-Grade Accuracy: Powered by speedpower.run global telemetry.

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View Sample Reports

View a sample BDP/AIR audit report from ScaleDynamics. See how we analyze device performance, user experience metrics, and optimization opportunities.

Browser Device Performance

AI On-Device Readiness