Client Reports That Survive
Client Scrutiny
Agencies deliver numbers, and clients challenge them. Every MCP Analytics report shows its work — validated statistical methods, the exact R code, documented methodology — so when the client's finance team asks "where did this number come from," the answer is in the report. Describe the analysis in plain English; a pipeline of AI agents builds it.
The Reporting Problem Every Agency Knows
The deliverable that took your analyst two days gets picked apart in a thirty-minute client call. Defensibility isn't a nice-to-have — it's what keeps the engagement.
"Where Did This Number Come From?"
When the client's finance team challenges a figure, "our analyst built the spreadsheet" is not an answer. Every MCP Analytics report attaches the method, the assumptions, and the exact R code that produced each number.
Every Analyst Does It Differently
Two analysts, two clients, two versions of "churn rate." A commissioned analysis runs the same validated method every time, for every client — consistency your account leads can stand behind.
Rebuilt From Scratch Every Month
Monthly reporting shouldn't mean re-doing the analysis. Re-run the same module on a fresh export and the report regenerates — same methodology, new numbers, a fraction of the original effort.
Describe. Commission. Deliver.
From a plain-English request to a client-ready analysis
Describe the Analysis
Say what the engagement needs in plain English — "attribution analysis across these five channels," "churn drivers for this subscription client" — and upload the client's CSV.
A Pipeline of AI Agents Builds It
Custom statistical analysis built end-to-end: method selection, validated implementation in R, verification, and rendering. Failed builds are never billed.
Deliver a Report That Shows Its Work
An interactive report plus PDF export — findings, charts, documented methodology, citations, and the exact code. Share it with the client directly.
What's In Every Client Deliverable
Built to be handed to a client — and to survive their questions
Validated Statistical Methods
Real statistical analysis — not a dashboard summary. The method is chosen for the question and validated against your client's actual data.
The Exact R Code
The script that produced every number is in the report. Anyone — including the client's own data team — can re-run it and get the same answer.
Documented Methodology
Assumptions, method rationale, and citations written into the report. When scrutiny comes, the answer is already on the page.
Interactive Report
Charts and findings the client can explore in the browser — not a static screenshot pasted into a slide.
PDF Export
A polished PDF with methodology and citations included — ready to attach to the monthly deliverable or the QBR deck.
Share Links
Send the report straight to the client. They read the full analysis without needing an account.
AI-Written Insights
Plain-English findings alongside the statistics — a first draft of the "so what" your team refines into recommendations.
Separate Datasets Per Client
Each client's data lives in its own dataset. Upload, analyze, and re-run per client without cross-contamination.
Re-Runnable On Fresh Data
The analysis is a durable module you own. Next month's export, next client's CSV — same validated method, new report.
Commission Once, Re-Run Per Client
The workflow that changes agency economics: the analysis you commission for one engagement becomes an asset you re-use across your whole book of clients.
Commission for One Engagement
A client engagement needs a churn analysis, an LTV model, campaign attribution — whatever the brief calls for. Commission a Deck analysis for it, described in plain English.
It Becomes a Durable Module
The delivered analysis isn't a one-off document. It's a durable, re-runnable module you own — validated method, R code, and report template intact.
Next Client, Same Question
Another client needs the same analysis? Upload their CSV and re-run. Same validated methodology, their numbers — at a fraction of the original creation cost.
Monthly Reporting = Re-Run
Recurring client reporting becomes a re-run on a fresh export. The methodology stays fixed month over month, so trends are real trends — not analyst drift.
The economics compound with every client. The first engagement pays for the build; every subsequent client and every monthly re-run costs a fraction of it. Your analysis library becomes agency IP that gets more valuable as your client list grows.
An instant automated analysis of any client dataset. Try it on a real client CSV today — free to start, no credit card, and failed builds are never billed.
A computed answer on a single page — chart, numbers, and method. The right size for a specific client question that doesn't need a full engagement.
A commissioned deep analysis that becomes a re-runnable module you own — the unit of the commission-once, re-run-per-client workflow above.
The Business plan adds live Google Analytics 4 and Google Search Console connectors, unlimited users with no per-seat fees, and permanent dataset retention — see pricing for details.
MCP Analytics vs Manual Client Reporting
What you gain over spreadsheets and slide decks
When You Need Something Else
We'd rather you pick the right tool than the wrong pitch. Two cases where MCP Analytics isn't the answer:
Always-On Client Dashboards
If the client wants a live dashboard they check themselves every day, that's a BI/dashboard product. MCP Analytics produces analyses — deep, defensible, re-runnable — not self-serve monitoring surfaces.
Fully Custom Consulting Narratives
We produce the analysis: the numbers, the method, the evidence. The strategic narrative you build around it for the client is still yours to write — that's your value, and we don't pretend to replace it.
Agency & Consultant FAQ
Can I use MCP Analytics for multiple clients?
Yes. Each client's data lives in its own separate dataset, and any analysis you've commissioned can be re-run per client — upload the next client's CSV and run the same validated analysis on their data. Commissioning once and re-running per client is the core agency workflow: the analysis is a durable module you own, not a one-off deliverable.
Can I share reports with clients?
Yes. Every report has a share link you can send directly, plus a PDF export that includes the methodology and citations. Clients can read the full analysis — the statistical method used, the assumptions, and the exact R code that produced the numbers — without needing an account.
Do clients see MCP Analytics branding?
Reports are MCP Analytics reports containing your analysis — they carry MCP Analytics branding, and the PDF export includes the documented methodology and citations. Many agencies present the report as the analytical evidence behind their own recommendations: the report shows the work, and your strategic narrative around it is yours.
What kinds of analyses fit agency work?
The analyses agencies commission most map directly to client engagements: campaign performance and ROAS analysis, marketing attribution, churn analysis, customer lifetime value, and benchmarking across periods or segments. Because every analysis is custom-built from a plain-English description, the real limit is the question your engagement needs answered, not a fixed menu.
What does it cost?
You can start free: the Snapshot tier runs an instant automated analysis on any client dataset with no credit card. Deeper work is priced per analysis in credits — a one-page Brief or a commissioned Deck — and failed builds are never billed. The Business plan adds live Google Analytics 4 and Google Search Console connectors, unlimited users with no per-seat fees, and permanent dataset retention. See the pricing page for details.
Agency Analytics Resources
Guides and deep-dives for agency and consulting workflows
Client Work
Related Pages
Deliver Analysis Your Clients Can't Poke Holes In
Run a free Snapshot on a real client dataset in about two minutes. No credit card required — and failed builds are never billed.