What good agency reporting actually looks like

Most agency reports are 40 slides of nothing

The standard agency report is a deck: reach, impressions, engagement rate, a word cloud if you're unlucky, and a ROAS screenshot from Ads Manager on slide 38. It takes hours to produce and answers none of the three questions a founder actually has: how much money came in, what did it cost to get, and what are you doing next week?

The tell is effort allocation. Reports built to inform are short and dense. Reports built to justify a retainer are long and decorative. If your agency's monthly deck takes longer to present than the work took to do, you already know which kind you're getting.

Reporting is also the cheapest due-diligence signal available. You can't audit an agency's media buying from the outside, but you can judge its reporting from a single attachment: it shows what the firm believes success is, and whether it expects clients to check.

The one-page weekly we send clients

Here's the skeleton of the weekly snapshot we send – numbers illustrative, structure real:

One page, five minutes to read, and every number is one your finance person can check. The monthly version adds cohorts, creative learnings and next month's plan – but the weekly is the heartbeat.

Notice what the format forces: a "why it moved" column means someone had to know why it moved. Filling that column honestly every week is the actual work of account management – the table just makes skipping it visible.

Metrics that belong — and vanity ones that don't

Belongs in every report: delivered revenue (post-cancellation, post-RTO), blended and paid ROAS side by side, new-customer CAC separated from blended CAC, AOV, prepaid/COD split, spend pacing against plan, and contribution margin if the agency has your cost data. Belongs in appendices, if anywhere: impressions, reach, engagement rate, follower growth, CTR trends – useful diagnostics for the operator, not results for the founder.

• The blended/paid pair matters: paid ROAS alone hides brand-search cannibalisation; blended alone hides ad-account decay. You need both moving together.
• New-customer CAC is the honest number: retargeting existing buyers flatters every other acquisition metric.
• Prepaid share is a money metric in India: COD orders that never deliver are fake revenue on every platform dashboard.

Two more that separate serious reports: cohort repeat rate by acquisition month – are the customers the ads bring in actually coming back? – and creative-level spend concentration, meaning how much budget sits on the top three ads, which is your fatigue early-warning. Neither appears in a platform screenshot; both predict next quarter better than this week's ROAS does.

Reconcile to the bank account, not the ad manager

Platform-reported ROAS is a claim, not a fact. Meta and Google both attribute generously to themselves, and in COD-heavy categories the gap between reported revenue and money that actually lands can be enormous – the full mechanics are in COD, returns and real ROAS. A good report treats the store's delivered-order data as the source of truth and shows platform numbers alongside it, labelled as what they are.

Practical standard to demand: any revenue figure in your report should be traceable to your order management system within a few percent. If your agency's numbers only exist inside Ads Manager screenshots, the report is marketing about the marketing.

The reconciliation habit protects the agency too, which is why good ones volunteer it. When platform and bank numbers are tracked side by side from month one, nobody argues attribution in month six – the ratio between the two becomes a known, stable constant everyone can plan around.

Cadence: weekly pulse, monthly depth, quarterly reset

Three rhythms cover it. Weekly: the one-pager above plus a 15–30 minute call – decisions, not narration. Monthly: the deep-dive – cohort behaviour, creative win/loss patterns, channel mix, and next month's plan with numbers attached. Quarterly: the reset – is the overall thesis working, what do the trailing three months say about targets, and what changes structurally? Anything more frequent than weekly is noise; anything less is drift.

And insist on access, not just artefacts: you should have owner-level access to your own ad accounts and analytics every day of the engagement, so the report is a summary of reality you can inspect, never the only window into it.

One caveat: a report is not a substitute for alarms. Broken pixels, disapproved ads and runaway spend need same-day messages, not a slot in Friday's PDF. Ask any prospective agency what triggers an out-of-cycle alert – the good ones have a list ready.

Reporting red flags

End the relationship conversation early if you see these patterns:

• Platform-reported ROAS presented as revenue, with no delivered-order reconciliation.
• Metrics that change month to month – whatever looked good gets reported, whatever didn't disappears.
• No "what we're doing next" section. A report without actions is an alibi.
• Blended numbers only, with new-customer CAC nowhere to be found.
• Reports that arrive late, or only when chased – cadence failure is engagement failure.

A weak report on its own is fixable – ask for the one-pager structure above and see what happens. Combined with declining numbers and vague answers, it's usually part of the pattern we describe in when to fire your marketing agency. And if you're still choosing an agency, make "show me an actual client report" one of your pre-signing questions – it's the fastest character test there is.