Autonomous Infrastructure

The intelligence layer the AI content economy is missing

Every day, AI systems crawl billions of web pages, use the content to answer user questions, and send almost nothing back. Presenc AI is building the infrastructure that watches, scores, and prices every interaction. Autonomously.


The economics of AI crawling are broken

Search engines used to crawl your site and send visitors back. AI crawlers take the content, answer questions directly, and send almost no one.

Crawl-to-referral ratioPages crawled per visitor sent back
ClaudeBot38,000:1
GPTBot1,091:1
PerplexityBot870:1
Revenue per crawl for publishers$0

The gap nobody fills

The pieces exist, but nobody connects them. Crawl data lives in one silo, citation data in another, and pricing is set by gut instinct.

01

Cloudflare

Knows: Who is crawling what and how often

Missing: No citation tracking, no pricing intelligence

02

GEO Platforms

Knows: What gets cited and where across AI engines

Missing: No economics layer, no crawl data connection

03

Crawl Marketplaces

Knows: How to handle payments between publishers and AI

Missing: Publishers price blind, with no data on actual citation value

Nobody connects crawl, citation, and price.
That's Presenc AI.


Crawl. Correlate. Price.

The autonomous loop that turns raw crawl data into revenue.

01

Crawl

AI bots crawl thousands of pages. Presenc AI logs every request: which bot, which page, how often.

02

Correlate

We cross-reference crawl events with citation data across ChatGPT, Perplexity, Claude, and Gemini to find what your content is actually worth.

03

Price

The system computes per-page, per-bot pricing and settles payments through x402 or Stripe MPP, depending on whether the buyer pays in crypto or card. No human in the loop.

Revenue generated before anyone woke up. Entirely through autonomous micropayments.


Pricing is a math problem

Every page has a number we call the Citation Value Score. Four signals, one output, recomputed as fresh crawl and citation data arrives.

Citation Value ScoreFour signal layers, one score per page
Crawl activity25%

Who fetched the page, how often, and whether a user prompt caused the fetch. ChatGPT-User requests count the most because a real conversation triggered them.

Content quality35%

How well the page is built for AI to read. Answer-first formatting, fact density, structured data, paragraph length tuned for RAG. The biggest weight, because the content itself decides whether AI picks it up.

Authority25%

Domain reputation, entity consistency across platforms, Knowledge Graph presence. Once a model trusts a source for a topic, it keeps coming back, so early wins compound.

Outcomes15%

Actual citations across ChatGPT, Perplexity, Claude, and Gemini. Whether the page got cited, how prominently, with what sentiment, and how many engines agreed.

Target correlation with real citation ratesr ≥ 0.80

The market opportunity

The AI content economy has plumbing, a marketplace, and monitoring. What it doesn't have is a brain. Presenc AI connects all of them.

$2.9B+

AI content licensing committed

Annual value, growing rapidly

1B+

Daily bot-blocked responses (HTTP 402)

x402 and Stripe MPP turning blocks into revenue

$0

Competitors combining all three layers

Crawl + citations + payments

$105B

AI agent market by 2034

Projected market size

Your content has value. It's time AI pays for it.

AI crawlers use your content to answer questions and send nothing back. Presenc AI tracks what gets used, measures what it's worth, and builds the pricing layer so publishers finally get paid.

Get in Touch