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

说明与用途

作者使用 AI 编制了 261 家企业的列表，标注它们没有网站。一次随机检查发现“无网站”状态不准确，导致作者将整列标记为弱，并改为在发送前逐行验证。

问题

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.

结果

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.

工作流

• 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.

证据

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.

来源

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

来源

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

来源