Find the evidence behind search and AI answers

When to use it

A recurring buyer question or a missing search answer starts this workflow. Inspect the sources behind a buyer question before deciding what your site should publish. The intended output is a source map with one prioritized action. A useful receipt names the accountable person and the next action; it should make the commercial decision easier to inspect.

This is an original GTMhub reference design. It explains how we would run the job, with tools selected for the company's existing stack. It is not presented as completed client delivery or measured commercial performance.

Inputs and decision boundaries

Confirm the exact question, buyer stage, market and current source links. Keep the original source and observed date alongside each fact. Missing context stays unknown until it is resolved. Facts, interpretations and proposed actions should remain distinguishable in the handoff.

Your company brain holds the approved rules and proof; the live system holds current account state and ownership. Read both before making an operational change. Assign an exception owner before launch so an uncertain case has somewhere useful to go.

Run the job

1. Sample the question under recorded conditions.
2. Read the linked sources and identify what supports the answer.
3. Classify the gap as missing evidence, coverage or discovery.
4. Assign a page, external placement or technical fix.

At the decision gate, ask: Can our evidence add something useful to the answer? If the answer is no: collect evidence or cite a better source before producing another page. Only the supported path proceeds to its output. A stopped job should preserve the reason and what would let an owner resolve it.

The output to inspect

Failure and recovery

The material failure to watch is this: a familiar domain is mistaken for the exact cited page. Stop that path and preserve the underlying evidence. Repairing a field or a source is different from changing the commercial rule; record which decision was made.

If a connected system fails, keep the original request or event and expose its unresolved state. Retry only the incomplete action, with a stable event key where writes are involved. Do not let a retry create a second owner task or bypass a previous exclusion.

Test before making it live

Replay a supported case, an incomplete case and the failure described above. Where the job writes a record or creates a task, replay the same event twice and inspect the result. Check that the exception owner can understand the hold reason without reconstructing every step.

Judge the result

Track source coverage and useful buyer conversations, separately from rankings. Record the sample, dates and definitions before evaluating a change. Operational success shows that the job behaved as designed; commercial outcomes need their own mature evidence.

Return reviewed corrections to the company brain with the decision date and rule version. Keep the original observation available. The decision register records what changed and why, while the GTM brain guide explains how the job fits into one company system.