What is the Identity Fidelity Quotient (IFQ)?

IFQ is BiDigest’s 0–100 measure of how closely AI-generated brand narratives match your verified Ground Truth across major LLMs.

Does AI have your Ground Truth, or is it hallucinating?

This is the risk path. We compare AI responses against your verified "Ground Truth" to identify Identity Drift and Shadow Sources before they become a compliance problem.

Get your Identity Fidelity Quotient (IFQ) and Shadow Source Risk Map.

What this is: Identity Fidelity (Truth) Audit—we compare what AI says about you to your Ground Truth (not a visibility ranking). Free tier = one audit per company (one per email, one per website; use a company email). You won't see results in the browser; we'll email the report after our team reviews it, usually by the next business day.

Already ran your Truth Audit? Switch to the Visibility Audit to measure reach and citation share.

Need a Weekly Growth Report?

If you want to track your market share and citation rank over time, request an Executive Accountability Briefing.

Switch to Visibility Audit →

Use verifiable facts and regulatory IDs (e.g. NPI, CRD, Bar ID) where applicable; avoid marketing language so your Ground Truth meets our admissibility threshold and avoids rejection.

Email *

Legal name *

Brand / display name *

Industry *

Official website *

Founding date (optional)

HQ address, one line (optional)

Core services *

Pricing / fees, public (optional)

Key leadership (optional)

Regulatory status (optional)

Top 10 truths (optional)

Custom queries (optional, up to 20)

Accountable Person (EU AI Act, optional)

Designate who is legally responsible for the truthfulness of this data. Required for high-stakes audits and EU AI Act Article 14.

I confirm that the information above is accurate and I am the designated accountable person for this submission (EU AI Act — Legal Declaration).

Glossary FAQs

What is IFQ?

IFQ measures how closely AI-generated narratives match your verified Ground Truth across major LLMs.

What is a Shadow Source?

A Shadow Source is an unverified directory, thread, or website that AI may prioritize over your official data.

What is a Machine Handshake?

A Machine Handshake is a machine-readable governance layer, usually JSON-LD, that helps AI verify your authority.

What is a Truth Anchor?

A Truth Anchor is a unique immutable identifier like a Bar ID, NPI, or regulatory ID used to prove your identity to AI.

Need the broader framework? View the AI Governance glossary.

By submitting, you agree to our use of your data to run the audit and deliver the Identity Fidelity Report. See our Privacy Policy.