Find Out Which Ad Spend
Is Actually Working
Your ad platforms each claim credit for every conversion. MCP Analytics gives you the unbiased view—ROAS by channel, efficiency scores, diminishing returns thresholds, and exactly where to reallocate budget to increase return without spending more.
Every Platform Claims the Conversion. None of Them Are Right.
Ad platform reporting is designed to make each platform look good — not to tell you the truth about your budget.
ROAS Efficiency Scoring
Go beyond raw ROAS. Regression modeling measures the marginal return on each additional dollar spent per channel — revealing which channels are scaling efficiently and which have hit their ceiling.
Diminishing Returns Detection
Every channel has a spend threshold where returns stop growing proportionally. Find yours. Know exactly when to stop scaling a channel and where to redeploy the budget for better return.
Cross-Platform Comparison
Compare Google, Meta, LinkedIn, TikTok, and any other channel side by side. Statistical tests show whether performance differences are real or within the margin of noise — so budget decisions aren't made on flukes.
Export. Upload. Optimize.
Three steps from raw ad data to reallocation recommendations
Export Your Ad Data
Download spend reports from Google Ads, Meta Ads Manager, LinkedIn, or any ad platform as CSV. Include channel, campaign, spend, clicks, and conversions. You can combine exports from multiple platforms into one file.
Upload Your CSV
Drop the file into MCP Analytics. The system auto-detects spend columns, impression counts, conversion metrics, and revenue figures — no manual column mapping needed for standard platform exports.
Get Your Efficiency Report
Receive an interactive report with ROAS by channel, efficiency frontier charts, diminishing returns analysis, and specific budget reallocation recommendations — with the statistical backing to justify the decisions.
Ad Spend Analyses Available Today
Every analysis runs on your actual data and produces a shareable report
ROAS by Channel
Return on ad spend calculated and compared across all channels in your data. Statistical significance testing separates real differences from noise.
Efficiency Frontier
Regression modeling of spend vs. return at each spend level. Identifies the optimal budget for each channel and where you're past the point of proportional returns.
Cost Per Acquisition
CPA by channel, campaign, and time period. Trend analysis flags rising acquisition costs before they compound into a budget problem.
Campaign Comparison
Head-to-head statistical comparison of any two campaigns or channels. Confidence intervals quantify whether the difference is meaningful.
Spend Concentration Risk
What percentage of your results depend on one channel or campaign? Concentration analysis flags over-dependence before that channel changes its algorithm.
Budget Reallocation Model
Data-driven recommendations for shifting budget between channels based on marginal return modeling. See projected impact before you move money.
Click Quality Analysis
CTR and click-to-conversion rates by channel. Identify channels with high click volume but poor downstream conversion — wasted spend hiding in good-looking CTRs.
Spend Pacing & Trends
Daily, weekly, and monthly spend patterns. Detects anomalies, overpacing, and underdelivery that erode budget efficiency without triggering alerts.
Conversion Rate Analysis
Conversion rates by channel, device, and campaign type. Statistical tests identify which differences are large enough to act on versus within normal variance.
MCP Analytics vs Platform Dashboards
What you get beyond Google Ads and Meta's own reporting
| Capability | MCP Analytics | Platform Dashboards |
|---|---|---|
| Cross-platform unified analysis | ||
| Diminishing returns modeling | ||
| Statistical significance testing | ||
| Unbiased cross-channel attribution | ||
| Budget reallocation recommendations | ||
| Spend concentration risk analysis | ||
| Standard spend and click metrics | ||
| Requires no technical expertise | No setup needed | Basic literacy required |
Ad Spend Analyzer FAQ
What ad platforms does MCP Analytics support?
MCP Analytics works with CSV exports from any ad platform — Google Ads, Meta Ads Manager, LinkedIn Campaign Manager, TikTok Ads, Twitter/X Ads, Pinterest Ads, and any other platform that exports spend data. You can combine exports from multiple platforms into one file for cross-platform analysis.
How is ROAS calculated and what makes this different from platform-reported ROAS?
Platform-reported ROAS counts last-click conversions within that platform's attribution window — which means it double-counts conversions and inflates every channel's numbers. MCP Analytics calculates ROAS from your unified spend data, applies regression modeling to understand the spend-to-revenue relationship, and identifies diminishing returns thresholds that platform dashboards never show you.
What is the efficiency frontier in ad spend analysis?
The efficiency frontier shows the optimal ROAS achievable at each spend level. As you spend more on a channel, marginal returns typically decrease. The efficiency frontier identifies where each of your channels sits on this curve, so you know which channels have room to scale and which are already past their optimal spend level.
Can I analyze ad spend without revenue data?
Yes. If you don't have revenue data, MCP Analytics can analyze efficiency using cost-per-click, cost-per-acquisition, conversion rate, and impression-to-conversion ratios. You get a full picture of relative channel efficiency even without dollar-denominated returns.
How is this different from Google Ads or Meta's own reporting?
Platform-native reporting only shows you that platform's data in isolation. MCP Analytics lets you compare all channels side-by-side, apply statistical tests to performance differences, model spend-to-outcome relationships with regression, and get recommendations not biased toward any single platform's attribution model.
Ad Spend Resources
Guides and tools for paid advertising analysis
Attribution & Spend
Analysis Methods
Ready to Find Out Where Your Ad Budget Is Going?
Upload your ad spend CSV and get your first efficiency analysis in under 3 minutes. No credit card required.