About Paralax

Paralax is an editorially independent AI search research publication from the team behind the Machine Relations Index. It is not an agency, a software product, or a services desk. This site does not sell placements, retainers, audits, or optimization packages. Analysis that names a company, model, or measurement standard is reporting, not a customer pitch.

Related-party disclosure. Paralax shares ownership with AuthorityTech, an AI-visibility agency, and with the Machine Relations Index. Editorial independence here means the beat, the sources, and the conclusions are ours; it does not mean Paralax is unaffiliated. Where an article cites AuthorityTech's own published figures, they are AuthorityTech's reporting and not independent corroboration of it.

We do not treat this domain as a legal-entity NAP listing. There is no public office address published here because Paralax is an editorial surface, not a storefront. Editorial contact lives on the Contact page and does not invent a mailbox to look complete.

The Intel stream covers AI search engine behavior, citation architecture, crawler and robots policy, answer-engine measurement, and the infrastructure that decides which sources machines treat as evidence. Typical subjects include Google AI Mode and AI Overviews, Perplexity, ChatGPT search, Claude, Gemini, and the protocols forming around agent retrieval.

Each article is written so a human reader and a machine reader can use the same page: a clear title, a dated claim, named sources, and a markdown twin at the same path plus .md.

Reporting and analysis stay separable. Figures carry a named source. When a methodology is superseded, we say so instead of silently rewriting the archive. Material errors are corrected in place. We do not fabricate contact details, addresses, or affiliations to satisfy a completeness checklist.

Machine-readable copies exist so an agent can verify the rendered page against the same words. The homepage, Intel index, every article, and the trust pages all negotiate markdown through Accept: text/markdown and advertise a .md alternate.

This domain previously hosted a Web3 creator-marketing platform that also used the Paralax name and paid creators for campaign posts. That product does not operate here. Paralax today is an editorial publication about AI search: it runs no creator campaigns, no brand opportunities, no wallets, no token or on-chain payouts, and no user accounts.

Paralax is also not Parallax, the stablecoin payments company, and not a parallax-scrolling design tool. If a cached description of paralax.ai mentions creators, payouts, or Web3, it describes a former use of this domain, not this publication. The canonical description of the publication is this page.

Cite the article URL on paralax.ai and the publication name Paralax. For a definition of MRI Score or other Machine Relations Index terms, use the Machine Relations Index's canonical glossary on machinerelations.ai.