Home
MGXAI provides Attribution Integrity infrastructure for modern commerce. When a person discovers a product through a creator, encounters it again through an AI assistant, and buys somewhere else entirely, the sale is recorded but the path that produced it usually is not. MGXAI captures origination evidence across that journey and generates verifiable receipts that make attribution, commission, and payout decisions more accurate, auditable, and defensible.
Open Attribution Integrity Infrastructure
Creator registry
Creators are the origination layer of AI mediated commerce. Someone reads a post or trusts a recommendation, then completes the purchase through a system that has no record of where the interest began. The MGXAI creator registry is free to join and lets creators register what they published, generate referral carriers, and hold their own evidence of origination, so that when credit is questioned there is a record to point at rather than an argument to make.
Open For Creators
Evidence based reconstruction
Mechanistic Systems is the practice of reconstructing an evidence supported account of how an outcome occurred across several independent systems, so that important actions, attribution decisions, controls, system changes, and outcomes remain traceable and reviewable. It examines the computational and organizational system surrounding an outcome. MGXAI practices mechanistic interpretability at this systems level and does not examine the inside of the model itself.
Open Mechanistic Systems
Priced against the decision it defends
MGXAI sells verifiable evidence rather than software seats. The unit of value is a reviewable record that survives a dispute, an audit, or a partner negotiation. Creator registration is free. Professional tiers are priced by monthly receipt volume with unlimited merchant programs. Enterprise engagements begin with a fixed scope attribution integrity audit and are priced per engagement.
Open Pricing
Why attribution breaks
An AI mediated journey crosses systems that do not share records or identifiers. A creator originates interest, an AI assistant summarizes or recommends the product later, another service mediates the click, and a merchant records the conversion. Research by Loamly across 446,405 visits found that 70.6 percent of AI driven traffic was recorded as direct rather than attributed to its actual source, while that same traffic converted at 4.1 times the baseline rate.
Open The Problem
From origination evidence to verifiable receipts
MGXAI connects to existing affiliate networks, creator platforms, and marketing systems, maps the touchpoints it can establish across a buyer journey, and produces defensible attribution records with the evidence supporting them. The process is deterministic: origination evidence is captured, rules are applied, and receipts are generated. Reconstruction depth is determined by the evidence available.
Open How It Works
Merchants, networks, agencies, creator platforms
Merchants use MGXAI to understand AI influenced commercial journeys and the evidence supporting a conversion path. Affiliate networks examine how commercial credit changed across software environments. Agencies give clients a stronger basis for reviewing AI mediated campaigns. Creator platforms preserve evidence of origination when discovery begins with a creator but conversion occurs elsewhere. Compliance, audit, and technology leadership teams use the same infrastructure for governance and system review.
Open Who We Serve
Writing on attribution, provenance, and AI commerce
Long form writing on how attribution breaks in AI mediated journeys, what last click measurement misses, how AI assistants are changing affiliate discovery, and what provenance means when a purchase path crosses systems that do not share records.
Open Insights
Free tool
A free diagnostic that examines whether AI systems can read a website. It checks robots directives, crawler access, structured data, and machine readable content, then returns an assessment based on publicly available signals at the time of analysis. Scores are estimates rather than guarantees of AI platform behavior.
Open AI Crawl Checker
Discussions and reviews
Open discussion of attribution integrity, mechanistic systems, and AI mediated commerce, hosted through GitHub Discussions. Participation requires a GitHub account and is governed by GitHub's terms.
Open Community
Data handling, GDPR, and CCPA
How MGXAI collects, uses, and protects data, including the lawful basis for processing under GDPR, California privacy rights under CCPA, retention periods for each category of information, the creator question logging disclosure and its opt out, subscription and cancellation terms, and the intellectual property and trade secret provisions governing use of the services.
Open Privacy Policy
Early access
The Mechanistic Systems briefing is shared with a limited group of merchants, affiliate networks, agencies, creator platforms, AI native organizations, and teams evaluating AI mediated commercial and operational journeys. It covers technical capability, journey reconstruction, attribution integrity applications, evidence integrity, authority and control review, model portability, and what may be established from available organizational evidence.
Open Request a Briefing