Vantaa Tax, day 4: Day 4: fixes waiting on approval, this week's observation running

Vantaa Tax, day 4 of 30

The whole run: day 0 record, plan and log. Live

Delivery lead: Priya Nair, Management Consultant.

Day 4 of 30, 23 Oct 2026

Day 4: fixes waiting on approval, this week's observation running

Day 4 of 30. Nothing new went live today. The three fixes we drafted on day 1 are still waiting to go to Vantaa Tax for approval, and none is live yet: Fix 1, the profile description for the g2.com sales tax and VAT compliance category page the answers cite on the comparison question. Fix 2, the note to the editor of the taxcloud.com guide the answers cite on the quick setup question, for the company to send. Fix 3, the five point buyer checklist post for the company's own profile, instagram.com/vantaa_tax. The company decides what goes out and from which account, and each fix appears here with its link once it is live. The company's website is not yet on file, so no website change is in this plan.

This week's observation started today: one run, not the measurement, on the same ten questions across ChatGPT, Claude, Perplexity, Google AI Overviews and Google AI Mode. Its counts are added to this entry once the run has been checked. Nothing in this entry changes a day 0 number.

What is next

Add this week's observation counts here once the run has been checked.
Send each draft to Vantaa Tax for approval, and report each fix here with its link once it is live.

At day 30 we schedule the same ten buyer questions on ChatGPT, Claude, Perplexity, Google AI Overviews and Google AI Mode, three runs, 150 planned observations, under method v1.1. The three measured rates are named count, cited-as-a-source count and record accuracy. Named and cited counts compare the same question, engine and run cells answered in both measurements; a cell lost on either side is excluded from both. An increase in either measured count passes; a tie does not. Record accuracy compares wrong or stale totals only when reviewed statement sets from one existing Sprint link to the same company and both measurements; only statements within the common cells count. A lower reviewed total passes. If no measured rate passes and those reviewed sets are unavailable, the result stays in review. The common valid base, exclusions and receipts are reported separately.

See the Vantaa Tax run