Brand reputation monitoring for the Wikipedia pages AI tools learn from

Clayface analyses publicly available Wikipedia pages, edit history and page views with its own models. See when what is written about you or a rival changes, and whether people are paying attention.

Wikipedia

Wikipedia

By Clayface

Website

wikipedia.org

Category

News & Business Intelligence

Coverage

Global, publicly available content

Signals

Company, product and people pages, edit history, page views

Overview

508 million

Wikipedia page views a day

88 billion

Views from AI bots and crawlers in 2025

5.7

Edits to Wikipedia every second

When someone asks Google or an AI assistant about your brand, the answer often starts with Wikipedia. One edit to your page, a new criticism section or an outdated product list can shape how millions of people, and machines, describe you.

Wikipedia gets about 508 million views a day, and AI bots and crawlers added more than 88 billion views in 2025 alone. Its pages change constantly, with 5.7 edits every second.

Clayface analyses publicly available Wikipedia pages with its own models. It flags changes to pages about you, your products and your rivals, shows exactly what changed, and tracks page views next to the wider conversation Clayface follows. Every change links back to the edit it came from.

What Clayface tells you from Wikipedia

When your page changes, and what changed

See every edit to pages about your brand, products and leaders, with the exact text that was added or removed.

Edits worth a second look

Clayface flags edits that add criticism, new claims or outdated facts, so your team can raise them through Wikipedia's own process.

Which topics are drawing attention

Page views show when interest in your brand, a rival or an ingredient jumps. Clayface lines that up with what people are saying elsewhere.

What your rivals' pages say

Follow how rivals describe their products and history, and when new claims appear.

How teams use Clayface with Wikipedia

Communications and PR teams

Catch a change to your page before it spreads into search results and AI answers.

Brand teams

Check that your page reflects your current products, names and facts, and see what is missing.

Insights teams

Use page views as an early sign of interest in a category, ingredient or rival.

How it works

Choose the companies to follow, yours and your rivals'.

Clayface flags each edit and page-view change for the company and product it concerns.

Set how often the analysis updates. Each update shows what is new.

You might be interested in

Browse all data sources

See what the public record says about you

We'll show you recent edits to pages about you and your rivals, and how page views moved.