How Aoneta works

Aoneta is an evidence-first AI Business Readiness platform. We report only what is publicly verifiable. Unavailable metrics are shown as Not measured — never as zero and never estimated.

Doctrine: We never fabricate metrics. Every finding is linked to at least one evidence record captured on a specific date with a source URL.

What we measure

Six readiness dimensions, each with a documented rule set:

AI Business Readiness — how well AI systems can understand and cite your site.
AI Search Visibility — whether your content is structured for AI answer engines.
Technical SEO Health — crawlability, indexability, metadata, structured data.
Business Truth & Trust — consistency of business facts across sources.
LLM Discoverability — signals that help large language models identify your entity.
Agent-Commerce — whether an AI agent acting for a user can act on your offer.

How we score

A score is only published when we have enough evidence to compute it honestly. When coverage is too low (less than 30% of the checks we can run), the score is withheld and the dimension is marked Not scored. When we cannot measure something at all, we show Not measured.

The Infrastructure Score shown on a free scan blends coverage with a severity penalty from your findings. It is deterministic and computed from real inputs — never fabricated.

What we do NOT do

We do not estimate traffic, rankings, backlinks, or AI internal positions.
We do not claim to measure any AI system's internal ranking.
We do not use AI to create facts — AI summarizes and classifies evidence.
We do not fabricate scores from partial data.
We do not use dark patterns — cancellation is as easy as signup.

Verification

Every finding can be turned into a trackable action. When you mark it complete, Aoneta re-fetches your source, captures fresh evidence, and compares pre/post. Only a real change produces a VERIFIED status. Improved metrics count; unchanged or worsened states are clearly marked.

Status vocabulary

Status	Meaning
VERIFIED	Directly observed with a source URL and timestamp.
CONFLICT	Two sources disagree on the same fact.
MISSING	Expected but not found on the page.
STALE	Captured but past its freshness window.
INFERRED	Derived from other evidence, clearly labeled.
ESTIMATED	A range, never a fabricated single value.
NOT MEASURED	We could not collect it. Never shown as zero.

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