Signal · Digital marketing & paid media agencies
Where ad spend leaks between Meta, Google, TikTok, and the client report — and what the loop looks like when reporting runs on rails.
Paid media agencies don't lose money on bad creative. They lose it in the seams — the Looker Studio that 404s on Monday, the UTM convention nobody enforces, the client who emails at 9pm asking why Meta and Shopify disagree by 22%. Every seam is a place spend leaks and hours bleed.
The math of running an agency is brutal once you scale past 8–10 clients. Reporting eats the senior strategist's week. Junior buyers chase pixels across four ad platforms. The founder reconciles Meta, GA4, Shopify, and Triple Whale by hand for the QBR. The clients you're losing money on are the loudest. The clients you're making money on never call.
Below are five Signals — interactive models of the workflows we build for agencies. Move the dials. The numbers are conservative, calibrated against the last nine agency engagements we've shipped.
// Signal 01 — ROAS leak finder
ROAS leak finder
Estimate where monthly spend disappears between Meta, Google, TikTok, and the client report.
Leaked spend / mo
$21,000
Attribution gaps, expired pixels, mis-tagged UTMs
Reporting hours / mo
72
Spreadsheets + Looker patches
Recovered if you switch
$16,500
Per month, conservative
// Signal 02 — Client P&L · who's actually profitable
Client P&L · who's actually profitable
Per-client gross margin once you load fully-burdened delivery hours against retainer + commission.
| Account | Revenue | Delivery cost | Margin | Margin % |
|---|---|---|---|---|
| Northwind DTC | $16,900 | $5,130 | $11,770 | 70% |
| Atlas SaaS | $12,000 | $7,020 | $4,980 | 42% |
| Helio Apparel | $22,600 | $9,585 | $13,015 | 58% |
| Mercer Home | $6,250 | $5,940 | $310 | 5% |
| Quill Books | $3,920 | $4,860 | $-940 | -24% |
Book revenue / mo
$61,670
Blended margin
47%
$29,135 / mo
Accounts under 25% margin
2 / 5
These are the ones quietly burning the agency
// Signal 03 — Creative throughput & fatigue
Creative throughput & fatigue
Brief → on-platform in how many days? At what fatigue penalty?
Brief → live (days)
10.5
Reviewer queue + revision ping-pong
Shipped assets / mo
25
63% of briefs go live
Creative fatigue (wks to refresh)
4.1
Lower = burning audiences faster than you can replace creative
// Signal 04 — Reporting hour autopsy
Where the reporting hours go today
Average across the last 9 agency engagements before we wired them up.
The work clients are paying for is the bottom bar. Everything above it is what Axiom automates on a flat retainer — source-linked reports, refreshed hourly, white-labelled to your domain.
// Signal 05 — Retention & churn risk
Retention & churn risk
A 0–100 score per account, recomputed nightly from QBR cadence, NPS, pacing, and email sentiment.
When an account crosses 60, the AM gets a Slack DM with the three highest-weighted reasons, a draft re-engagement plan, and a calendar link pre-populated for the client's POC.
// What we ship for agencies
- → Unified reporting portals — Meta, Google, TikTok, LinkedIn, Shopify, GA4 stitched at the event layer.
- → Per-client P&L dashboards: retainer + commission, time-tracked hours, true gross margin.
- → Creative QA loops: brief → ad copy variants → reviewer agent → trafficking handoff.
- → Auto-budget pacing alerts in Slack the second a campaign drifts off plan.
- → Reply / inbound triage on Front, Gmail, Slack Connect — routed to the right pod.
- → Churn-risk scoring that pings the AM 30 days before a client goes quiet.
- → White-labelled client portals — your logo, your URL, our infra.
// The stack we connect into
The agency that wins the next decade isn't the one with the prettiest case study deck. It's the one whose buyers spend 80% of their week on strategy and 20% on reporting instead of the other way around, whose AMs know which clients are about to churn before the client does, and whose CFO can answer “is this account profitable?” in one click. That's the agency we build for.
// this is an example, not a product
Your agency stack isn't ours. The build is custom.
Everything above is a working preview of an Axiom engagement — not a SaaS you sign up for, and not a template you bolt on. We've published a handful of industry Signals because those are the verticals we know cold. The actual deliverable is a full custom application built on our engine, wired into your tools, your data, and the way your team already works. If your workflow doesn't look like the one on this page, that's the point.
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