Public pages show content value.
We can see whether a site has research, reports, structured data, downloadable files, archives, or other resources that AI systems can use.
For publishers using Cloudflare
Enter a domain. We find the pages AI crawlers may value. Connect Cloudflare later to see real crawler demand and set prices.
We would keep discovery pages free, then review deeper content for paid AI access.
The plain-English version
We can see whether a site has research, reports, structured data, downloadable files, archives, or other resources that AI systems can use.
After connection, we can compare those resource groups with actual AI crawler requests and explain the commercial opportunity with measured traffic.
Your team decides which groups stay free, which are charged, which are blocked, and which can move within approved pricing boundaries.
Cloudflare Pay Per Crawl, simply
Cloudflare is saying: if an AI crawler wants a page from your site, you can decide whether that crawler gets it for free, pays for it, or gets stopped.
A crawler visits your site the way a browser does, but it is collecting pages for an AI company or AI product.
Your site can say: allow this crawler, charge this crawler, or block this crawler.
If the crawler is ready to pay, it gets the page. If not, Cloudflare can send back a payment-required response with the price.
Cloudflare provides the gate and payment plumbing. ClassifyToday helps decide which parts of the site are worth charging for.
Based on Cloudflare's Pay Per Crawl beta documentation, which says the feature is currently in closed beta. Read Cloudflare's docs or Cloudflare's launch article.
How it works
Each stage answers a different executive question: what might be valuable, who is requesting it, and what should access cost?
We inspect public signals like sitemaps, robots.txt, structured data, page types, datasets, archives, update patterns, and information density.
You get a preliminary opportunity report that explains which content groups may be useful to AI systems.After you connect Cloudflare, we compare our content classification against actual AI crawler activity by URL pattern.
You see which valuable areas are already being requested, with scenario math based on observed demand.ClassifyToday becomes the pricing layer for Cloudflare Pay Per Crawl. Your rules determine when content is free, charged, blocked, or dynamically priced.
Pricing changes happen in ClassifyToday, without treating Cloudflare as a manual spreadsheet of URL prices.What the first report says
Before Cloudflare is connected, ClassifyToday avoids revenue promises. It shows scenario economics so your team can understand the size of the opportunity without confusing examples for forecasts.
/research/* appears valuable. It has many resources, high information density, and machine-readable structure.
You will make $4,300/month. Actual revenue depends on crawler demand, willingness to pay, and Cloudflare enforcement.
Connect Cloudflare. Then the assessment can compare resource groups with observed AI crawler requests.
Pricing control
Cloudflare enforces Pay Per Crawl. ClassifyToday decides the price for each eligible request and keeps the history your team needs to understand what changed.
| Resource | Policy | Price | Reason |
|---|---|---|---|
| /research/* | Dynamic | $0.006 | High-utility analysis and recurring crawler demand |
| /data/* | Dynamic | $0.012 | Structured data with clear machine value |
| /products/* | Free | $0 | Discovery pages help crawlers reach paid resources |
| /archive/database/* | Fixed | $0.003 | Large reference collection with stable value |
Start with evidence
Questions executives ask
The goal is not to make AI crawler pricing sound complex. The goal is to make the tradeoffs visible before a team changes access policy.
Yes, if your site uses Cloudflare Pay Per Crawl and you have access to the feature. Cloudflare can require approved AI crawlers to pay for successful access to priced content.
Cloudflare Pay Per Crawl is a Cloudflare AI Crawl Control feature that lets website owners charge AI crawlers for successful access to content.
An AI crawler asks for a page. Cloudflare checks the crawler and the site owner rule. If the crawler must pay, Cloudflare can return a payment-required response with the price or allow access when valid payment intent is provided.
HTTP 402 means the AI crawler requested content that requires payment. Cloudflare can use that response to tell the crawler the content has a price.
Reports, datasets, research, archives, reference databases, documentation, and other information-dense resources are better candidates than homepages or navigation pages.
Discovery content should usually stay free: the homepage, sitemap, robots.txt, category pages, navigation pages, and pages that help crawlers find the deeper resources.
No. Pay Per Crawl creates a way to charge AI crawlers. Actual revenue depends on whether AI crawlers request your content, accept the price, and successfully retrieve the paid pages.
Start with a public content scan to find high-value sections, then connect Cloudflare analytics to see which AI crawlers are actually requesting those sections.
Cloudflare supports dynamic pricing through a response header from your origin or a Worker, so different content can use different prices instead of one zone-wide default.
Cloudflare handles crawler enforcement and payment infrastructure. ClassifyToday helps identify valuable content, recommend pricing policies, and manage pricing decisions by content group.
Cloudflare currently describes Pay Per Crawl as a beta feature, so availability may depend on Cloudflare account status, plan, and beta access.