# Why AI recommendations change from day to day

> Ask ChatGPT the same question twice and you may get different hotels or restaurants. Why that happens and how to measure AI visibility anyway.

_UK and US · Updated 2026-10-27 · Akkrev, https://akkrev.com/ai-seo/ai-answers-change-day-to-day/_

Ask the same AI assistant the same question on two days and you'll often get different names. That's normal.

## Why answers vary

- **Randomness by design.** Assistants don't always pick the same words or the same examples.
- **Different search results.** Live searches return slightly different pages.
- **Model updates.** Assistants change often, sometimes weekly.
- **Context.** Location, language and previous messages shift the answer.

## What it means for you

A single check tells you little. A good result can be luck; a bad one can be noise. What matters is how often you're named across many questions and many days.

## How to measure

Use a fixed question set, ask several assistants, and track the share of answers that name you each week. That's how our [plans](https://akkrev.com/pricing/) report.

---

Akkrev gets hotels, restaurants and cafés recommended by AI assistants. Get started: https://akkrev.com/start/