Do not turn missing data into a guess
When a caller says they found a business online but the record has no source, it is tempting to choose the most likely campaign. That may make a report look complete, but it can also send a false signal to the next budget decision. An unknown lead source audit should preserve the gap instead of filling it with a convenient label.
Start by recording what is actually known: the first contact time, channel, public number or form, service requested, service area, and the source fields that were empty. Keep the evidence separate from an explanation. A note that says source unknown is more honest than a guessed campaign name.
Use a small recovery queue
Group unknown-source records by the clues they share. A form timestamp may match a website alert. A call may have a tracking number in the phone system. A referral may be mentioned in a message without a formal source field. Review those clues in batches, but keep the confidence level visible and do not overwrite the original value without a reason.
If no reliable clue exists, leave the source unknown and repair the next intake step. Add a required question, a visible campaign identifier, or a handoff note that the owner can complete while the interaction is fresh. The goal is better future evidence, not a perfect historical reconstruction.
For example, a service-area page may explain where a visitor came from, but it cannot prove which campaign created the visit. Keep that page as context, not as a confirmed attribution. A reviewer can then recommend a tracking repair without turning a plausible clue into a historical fact.
AI Cleanup Doctor can help organize a redacted source review and distinguish known, missing, and inferred fields. The owner decides what may be shared and what tracking change to make. The First Scan Readiness page describes a bounded starting point without requesting credentials.
Start with a bounded review
AI Cleanup Doctor can organize a redacted review. The owner decides what information may be shared and what change to make. Check first-scan readiness or review the order page.
Before sharing material
Do not send passwords, payment details, private customer lists, or sensitive records for a first review. The service does not guarantee rankings, leads, revenue, booked work, or platform outcomes.