AI use policy

Draft for human review. This page is not published advice. Anything marked (to verify) is not confirmed. Operated by Nliminal, LLC.

Draft for attorney review. Prepared October 10, 2026. Operator: Nliminal, LLC.

What the tools are

The proposal planner, speech writer, and ring advisor can call a language model through a server route. The model name is configured with AI_MODEL. If AI_API_KEY is empty, the planner and speech writer return a labeled sample built from your answers, and the ring advisor returns a rules-based result. Samples are not model output.

When a model is used, the page says the text is AI-generated and should be reviewed before you use it.

What the model is not allowed to settle

The tools must not state a venue price, a permit rule, or a product SKU as a fact. If a city guide in our database does not contain a verified detail, the text should tell you to confirm it. The ring advisor's retailer list is chosen by rules in our code. The model, if one is connected, may add an explanation. It does not pick secret inventory. We drop an explanation that contains a dollar amount.

Acceptable use

Do not use the tools to harass, threaten, or impersonate anyone, to generate sexual content about a minor, or to plan illegal activity. Do not ask for help trespassing, setting off fireworks without a permit, or flying a drone over a crowd. Those requests can be refused.

People and photos

This version does not accept photo uploads in the ring advisor. Do not paste a person's full name, email, or phone number into a prompt. We strip emails and phone numbers we recognize before a model call. That scrubber is not perfect.

Editorial content

Articles and ring guides shipped with this site are drafts for human review, even if a model helped an editor later. A draft banner means a person has not signed off. We do not publish model output as a finished city page.

Data

See the privacy policy. Prompts are not stored in our database in this version. Usage totals are. Provider retention is to verify in the provider's current terms.

Contact

privacy@popthequestion.com, mailbox to be activated. (to verify)