SuperAPI AI Directory

measurement

Frontend & websites

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Updated 10-16 03:46

About this skill

Measurement

Answer the user's actual measurement question with the smallest defensible set of reports. Establish the intended website or property, date range, business event and comparison before selecting a tool. A supplied export can be analyzed without connecting an account. Do not turn a missing row into a zero or a tracking failure.

User request Read
Website sessions, engagement, events, key events, traffic sources or property configuration GA4.
Organic Google search clicks, impressions, queries, pages or a particular URL's indexing evidence Search Console.
“Why do Ads, GA4 and Search Console disagree?” The relevant reports above, then source reconciliation.

An advertising-platform conversion setting or campaign change belongs to the Ads task. This skill can identify which additional advertising evidence is needed, but a report request does not authorize changing a tag, goal, campaign or website. A GA4 property, a Search Console site, an Ads customer and a web stream measurement ID are different identities.

When connected data is necessary, use postplus channels list --json and the user's existing ga4 or gsc connection. If absent, run postplus channels connect ga4 --json or postplus channels connect gsc --json, present the returned authorization link and wait on that same connection with postplus channels wait <connection-id> --json. Resume the original question only after authorization is active. A connection does not prove which property is intended or that this account can read it.

Discover the relevant operations before choosing a report:

postplus channels tools list --toolkit google_analytics --query report --limit 20 --json
postplus channels tools list --toolkit google_search_console --query analytics --limit 20 --json

Use --offset to continue a truncated tool list. This discovers toolkit operations, not which dimensions a particular GA4 property can combine or whether this connection may run them. For GA4, metadata and compatibility checks in GA4 answer the property-specific question. Before a report, inspect the selected tool with postplus channels tools show <tool-slug> --json and use its current input schema. Submit each JSON request with postplus channels tools run <tool-slug> --connection <connection-id> --input-file <request.json> --operation-id <new-id> --wait --json > <result.json>. Save the first response: it contains business data that the operation-status receipt does not replay. If the outcome is pending or unknown, query postplus channels tools run --status <same-id> --json; do not reissue an uncertain operation as though its first result were empty. A separate read can be justified if a read result was lost, with its scope and possible cost stated.

Report what was actually measured: property or site, timezone, dates, dimensions, metric definition, filters, coverage or pagination limits, and relevant data freshness. Keep observed results, plausible explanations and unresolved evidence separate. For a cross-source comparison, never present different event types as a failed one-to-one reconciliation.