Analytics decision guide

Analytics and reporting software for digital agencies

Agency reporting is less about a decorative dashboard than a repeatable path from source data to a client-ready explanation with clear ownership and access controls.

Editorial source comparisonUpdated 2026-07-30No numerical verdict
Evidence boundary

This guide organizes vendor-published information and decision questions. No retained direct-use evidence record is attached, so it does not claim direct product use. Confirm current features, prices, terms and availability in the linked vendor sources.

Start with the workflow

A useful shortlist begins with requirements that can be checked. Write down the current process, the failure that needs to be removed and the evidence needed before a purchase.

Decision lens A

Data coverage

List every advertising, analytics, search and business source that must connect without manual copying.

Decision lens B

Client delivery

Inspect viewer access, scheduled delivery, PDF output, branded portals and commentary fields.

Decision lens C

Governance

Check account ownership, credentials, role controls, audit history and what happens when a client leaves.

Decision lens D

Maintenance burden

Document connector limits, refresh behavior, error alerts and the work required when a source changes.

Products in the comparison set

Products appear alphabetically. Inclusion is a starting point for source review, not a preferred-placement signal. Open each vendor source and record the details that matter to the workflow.

AgencyAnalytics

Inspect current vendor information for client portals, marketing connectors, account controls and exports.

Open vendor source

Databox

Inspect current vendor information for dashboard delivery, connectors, alerts and client workspaces.

Open vendor source

Looker Studio

Inspect current vendor information for connector coverage, sharing, ownership and report portability.

Open vendor source

Whatagraph

Inspect current vendor information for report delivery, branding, data blending and client access.

Open vendor source

Build a source-backed decision record

Keep the result readable enough that another person can understand why a product stayed on the shortlist and which points still need confirmation.

RecordQuestionEvidence to keep
Business jobWhat must improve, and what cannot break?Current workflow, required outcome and unacceptable failure.
Vendor factsWhat does the vendor currently publish?Official URL, access date, plan name, documented limit and relevant terms.
Workflow fitHow does the product map to the real process?Required roles, integrations, data fields, approvals and exception path.
Commercial termsWhat changes total cost or commitment?Current fees, add-ons, billing term, cancellation route and data export.
Open questionsWhich material points remain uncertain?Vendor answer, contract language or a documented direct-use record.

Questions readers usually ask

Does this guide report direct product use?

No retained direct-use record is attached. The page is therefore limited to editorial organization of published sources and purchase questions.

Why is there no single numerical verdict?

Team size, workflow, required integrations, risk tolerance and commercial terms can change the decision. The evidence behind those factors is more useful than a compressed number.

How should current prices be handled?

Use the vendor's pricing and legal pages at the point of decision. Save the URL, plan name and access date because commercial terms can change.

What should happen before adoption?

Confirm data ownership, security needs, support scope, cancellation and export. For material uncertainty, obtain a written vendor answer or create a documented direct-use record.

Continue by workflow