My agent tagged 261 businesses "no website". One random check said otherwise.

Описание и применение

Автор использовал ИИ для составления списка из 261 бизнеса, отмечая у них отсутствие сайта. Один случайный проверочный запрос выявил, что статус «нет сайта» неверен, что заставило автора признать колонку ненадежной и перейти к проверке каждой строки непосредственно перед отправкой сообщений.

Задача

An AI‑generated list of businesses claimed to have no website, but a random verification revealed that the status column was misleading, undermining trust in the entire dataset.

Результат

The author discovered that a single random verification can invalidate an entire AI‑generated dataset, prompting a shift to per‑row verification at the point of use and marking the status column as weak.

Рабочий процесс

• 1. AI assistant compiles list of 261 businesses with status column. 2. Author performs a random check on one row using a separate AI assistant. 3. Check finds a WhatsApp link in the website slot, contradicting the "no website" status. 4. Author concludes the status column is unreliable and marks the entire list as weak. 5. Future outreach messages are generated only after re‑checking each row immediately before sending.
• 6. The list becomes a queue where each row is verified at the point of use.

Доказательства

The agent was not exactly wrong about the thing I cared about. The clinic still has no real website; a WhatsApp link is not a page that lists services and hours.

Источник

That was enough. The check failed, so the column failed, for all 261 rows.

Источник

The header of the file says the status column is weak. Each row is measured again right before it is used...

Источник