VizLoop OmitIndex™Monthly number public · deeper cuts for clients

One number for what AI answers leave out.

The share of tested AI answers about a fixed drug basket that omit at least one FDA-required safety element. Published monthly on a versioned methodology, from the same basket and the same published prompt library every cycle. Built to be cited.

Release format Example format · first release pending

——.—% Δ vs prior month

of tested AI answers about the published basket omitted at least one FDA-required safety element. Rates appear only from real scored runs under published methodology ≥0.3.0: no earlier, no exceptions.

Cite this release

VizLoop OmitIndex™, [month] release (methodology v—). Released [date].

Omission rate by engine

Engine A

— Engine B

— Engine C

— Engine D

—

Engine names attach to numbers at first release, under published methodology ≥0.3.0.

Drug-class breakdown and featured cut render here from the first release onward.

The definition

The share of tested AI answers about the basket that omit at least one FDA-required safety element. One number, one method, one release a month. No composite scores, no weighting tricks.

The published basket and prompt library

The index runs on a fixed, published drug basket and its own published prompt library. Client monitoring uses separate, proprietary prompt sets. The separation is deliberate: the public number stays reproducible; client work stays confidential.

Versioned methodology

Every release names the methodology version it ran under. Method changes are logged in the changelog and never applied retroactively. Read the methodology →

Release archive

No releases yet.

The archive begins with the first release. Every release stays citable here permanently, with its methodology version.

Journalists and researchers: methodology and full data tables available on request. Contact →