Service detail

Spend less time assembling the report. More time understanding it.

Connect agreed data sources into a reconcilable view, with definitions and exceptions kept alongside the numbers.

01 / Service detail

Check the starting condition

Choose by the actual obstacle and readiness. A different or smaller intervention can be the appropriate result.

Fit, reason to wait and a useful alternative
Decision	Condition
Explore this scope when	A recurring decision has an owner, definitions, sources and a useful cadence.
Pause or choose another scope when	Reports are unused/conflicting, the units cannot reconcile or no decision owner can act on the output.
Before commissioning work	Agree the named output, supported platform, responsible role and a testable finish line. No purchase, account access or live action is authorized by reading this page.

Work through the earlier decision

02 / Service detail

Define the decision the report supports

A report can guide budget, reveal an operational backlog or track delivered work. Decide the audience, question and action first. A dashboard with every available metric may make the decision harder.

03 / Service detail

Give the metrics a shared meaning

Record each metric’s source, period, unit, definition and owner. A platform conversion, CRM inquiry and sale are not interchangeable. Keep time zones, attribution and missing data visible.

04 / Service detail

Reconcile definitions before automating the report

Hypothetical planning specimen. It explains the decisions and checks to agree; it is not a completed customer deliverable or a fixed offer.

Synthetic sample, not customer performance
Metric	Definition / source	Illustrative count	Question / limitation
Form events	Raw captured events in the source period	20	Includes repeated or otherwise excluded events.
Distinct inquiries	Agreed deduped valid inquiry unit	16	Explain the four-event difference using actual reason codes.
Qualified inquiries	Human-owned criteria and stage evidence	6	Unknown fit is not automatically disqualified.
Won outcomes	Business-confirmed result for the relevant cohort	2	Do not claim all outcomes came from Ads or occurred in the same acquisition window.
Spend / cost scope	Media, fees and other costs with currency/timezone	Not supplied	Unknown is not zero; cost-per-result denominator must be explicit.

What counts as a qualified lead?

05 / Service detail

Make freshness and failure visible

Hypothetical planning specimen. It explains the decisions and checks to agree; it is not a completed customer deliverable or a fixed offer.

Reporting state contract
State	Visible output	Owner / recovery
Fresh and reconciled	Data period, last successful refresh, definitions and source links	Decision owner can inspect and understand the output.
Stale	Dated previous data with a visible stale banner	Name failed source and next recovery action; do not imply current data.
Partial	Missing source/date/schema warning	Withhold invalid comparisons; preserve valid pieces with limits.
Revised / late data	Restatement note and affected period	Reconcile differences before interpreting trend changes.
Export	CSV/PDF fields if scoped, period/currency/definitions and caveats	Minimize private data; verify the actual exported fields and usability.

How to read a useful marketing report

06 / Service detail

Validate before combining

Reconcile: Compare a sample with the authoritative source and explain differences.
Check freshness: Show the actual data period and when a source last succeeded.
Surface failures: Mark an unavailable or partial source; do not display it as a zero result.

07 / Service detail

Deliver interpretation with the view

Summarize what changed, the limits of the evidence and the next decision. Keep activity, qualified opportunities and business outcomes separate. Exportable definitions and data should remain understandable outside the dashboard.

08 / Service detail

Make maintenance an explicit task

Agree refresh behavior, access ownership, API or plan limits, exception review and handover. A reporting workflow is not a proprietary platform claim or a guarantee of source accuracy.

09 / Service detail

Agree the inputs, effort and boundary

Use these work variables to compare a written scope. They are not a price list, payment policy or authorization to purchase tools, media or services.

Scope preparation and cost drivers
Buyer question	Scope answer to agree
What will I receive?	A metric dictionary, reconciled recurring output, freshness states and scoped export
What do I need to supply?	Decision, sources, safe schema/redacted report, definitions, cadence, history and decision owner
What changes the effort and cost?	Source count, history/frequency, transforms, plan/API limits, commentary and recovery needs
What needs separate scope or is excluded?	Bookkeeping/advice, unlimited connectors, accounting-grade assurance and causal attribution certainty
How will completion and support be defined?	Identify the reviewer, actual test evidence, known limits and handover. Any recurring allowance, fees, cancellation and response arrangement need their own written terms.

To keep the deliverable and finish line reviewable: Review the acceptance and handover checkpoints

Scope and pricing

10 / Service detail

Start with a repeated report task

Name the current sources, manual steps and decision the report needs to support. Use aggregate examples, not private lead records, for initial planning.

How to read a useful marketing report