What we log and why: the case for keeping receipts on AI answers
We keep receipts: every answer stored word for word, dated, with the question that produced it, and the work performed kept alongside on the same timeline. It’s an unglamorous habit, and it’s the entire difference between saying “things improved” and showing it.
The logging habit, concretely
The log is four things with timestamps: the question asked, the answer stored in full, the date and context of the asking, and the work performed on the business’s public presence. Kept together, they let anyone re-walk the timeline later and see what was true when. Nothing in the habit is clever. The discipline is doing it every time, including the weeks that make the work look bad.
What the log makes possible
Honest before-and-after, first: a claim like “you weren’t named in March and you’re named now” is only checkable because March’s answers still exist. The correlation framing depends on it too, since laying work against movement, with dates, is the ceiling of honest attribution, and you can’t lay out what you didn’t keep. And regression-catching, the underrated one: when a mention quietly disappears, the log is how you notice within days instead of at renewal time.
What gets logged in your dashboard
The concrete list, matching the published method: every tracked prompt’s answer from every daily check, stored verbatim with its date; the mention, citation, and competitor reads on each; and the movement over time that single answers can’t show. Your dashboard is, at bottom, this log with a reading layer on top: the storing happens behind the scenes, and what you see is what it caught.
The thin version any owner can keep
The same discipline works at kitchen-table scale: a fixed set of questions, asked on a monthly rhythm, screenshots in a folder, one row per check in a simple log. It’s slower and narrower than daily tracking, and it is genuinely the same practice, which is exactly why we teach it: an owner who keeps two months of their own receipts becomes immune to every scary screenshot a salesman will ever show them.
The industry contrast, lightly
Most reporting in this space is unfalsifiable by design: conclusions without stored answers, scores without formulas, progress claims without a timeline anyone could check. One paragraph on that is enough, no names needed. Our opinion, and the reason this post exists: in a market where nobody can prove causation, the vendors worth trusting are the ones building records that could prove them wrong. Receipts are that record. Keep yours or buy ours, but insist on somebody keeping them.