Stop guessing. Start governing.
BiDigest turns your AI footprint into a 2026-ready Defensibility Artifact – a human-reviewed Identity Fidelity Report you can hand to an auditor, insurer, or board.
In the citation economy, your brand is what the AI says it is. If you aren't monitoring for Identity Drift, you're not just losing traffic – you're accumulating Risk Debt.
Report delivered via secure link (no login required).
Current processing time: next business day (human-reviewed).
SME Governance Audit Tier: $499 — priced as a board-ready compliance artifact, not a marketing dashboard.
Read Invisible No More for the full framework on AI visibility and compliance. Stakeholder objections (CTO / CCO / auditor) — pivot answers for live demos.
The Trust Shield
Why SMEs and compliance teams treat the BiDigest audit as a Defensibility Artifact – not just another dashboard.
Upgrade to our Always-On Truth Shield Governance Retainer for continuous monitoring 24/7 and a monthly signed Compliance Artifact you can hand to your board or insurer.
- Article 14 ready HITL: Every Identity Fidelity Report includes a Human-in-the-Loop affirmation block for your designated overseer to sign.
- Immutable Ground Truth: Each audit is anchored to an encrypted Ground Truth snapshot (SHA-256 hash) so facts can't be retrofitted after the fact.
- Per-model granularity: We compute Identity Fidelity Quotients separately for ChatGPT, Claude, Gemini, and Perplexity. No single "AI score" that averages out dangerous failures.
- Shadow Source detection: We log the URLs AI is leaning on – including outdated blogs, forums, or PR – so you know exactly where Identity Drift is coming from.
- Evidence-based content: Every tracking run is backed by an evidence pack – the exact raw answers from each AI, stored with a tamper-proof hash (SHA-256). You can download it from your dashboard and prove what AI said; we never mark a run as evidenced until that save succeeds.
Governance: Truth You Can Prove
In the age of AI, "I think" is no longer a business strategy. As AI engines synthesize answers, your brand's presence in those results depends on one thing: Trust. At BiDigest, we don't just monitor your visibility; we build an Admissibility Engine that proves your brand's authority.
1. What is Evidence-Based Content?
Most platforms tell you that you are "visible." We provide the proof. Every visibility tracking run captures a verifiable snapshot of what ChatGPT, Gemini, and Claude actually said about you.
- The Evidence Pack: We save a raw, permanent record of the AI's response for every single audit.
- The Cryptographic Fingerprint: Every evidence pack is sealed with a SHA-256 hash—a tamper-proof code that ensures the data hasn't been modified since the moment it was captured. Verify a run yourself.
2. Why This Matters for Your Business
In regulated industries or high-stakes markets, you cannot afford AI hallucination or unverified claims. Our governance features offer three distinct advantages:
- Instant Provenance: If an auditor or client asks, "Why is your brand being cited this way?", you can provide a direct link to the verified evidence pack.
- No Silent Failures: We prioritize transparency. If a tracking run isn't fully backed by a verified evidence pack, we label it an "Incomplete Audit" so you never base decisions on missing data.
- Future-Proof Compliance: We maintain a 90-day rolling audit trail, giving you time to review, report, and act on AI visibility signals with total confidence.
3. The BiDigest Difference: Admissibility
We believe your brand should be an "Admissible Source" for AI. By practicing Evidence-First content, we help search engines and AI models identify you as an expert that can be cited with confidence.
We don't just show you that you're visible. We provide the cryptographic proof that your brand's authority is backed by verifiable data.
Ready to see your Admissibility Score?
Don't guess why your traffic is shifting. See your brand's standing in the new AI-driven landscape.
Get Your Free Visibility Score4. Technical verification & Trustee tier
We don't just claim evidence-first practices—we prove them. Our governance system runs automated tests (data integrity, schema handshake, no silent failures, compliance traceability) so every regulated-sector run is backed by a Verified Evidence Pack or explicitly flagged as "Incomplete Audit." That strictness is intentional: we even flag our own historical data when it lacks cryptographic proof. For boards and EU AI Act traceability, that means work processes that evidence compliance and ex-post documentation you can show an auditor.
What you get with a 2026-Certified Identity Fidelity Report
This is not a vanity "visibility" dashboard. It's a legal and technical audit that shows how each LLM represents your brand – and where it drifts from your Ground Truth.
1. Board-level IFQ summary (per-LLM informed)
A concise, board-ready view of Identity Fidelity across ChatGPT, Claude, Gemini, and Perplexity – highlighting which models are safe for customer-facing use and which carry Identity Drift risk. No single averaged score; directors see the actual per-model landscape.
2. Drift Severity Heatmap
A Red/Yellow view of Critical liabilities (pricing, legal, safety hallucinations) vs Major brand risks (leadership, services) for each model, so risk owners know exactly where to intervene first.
3. Provenance & Shadow Source log
A machine-readable list of URLs each LLM cited when talking about your brand – split between official sources of truth and "Shadow Sources" (old blogs, forum posts, outdated PR). This is the root-cause map for Identity Drift.
4. Signal Hardening Checklist
A step-by-step remediation guide – Schema.org injections, sitemap/KB refresh, source pruning, and guardrail updates – so you can either fix issues internally or hand them off to our Always-On Truth Shield Governance Retainer — continuous monitoring 24/7 and a monthly signed Compliance Artifact for your board or insurer.
Self-healing governance & audit readiness
For clients on the Governance platform: from policy to product—Executive Scorecard, one-click Conformity Report, and a 30-Day Roadmap so you go from document-based compliance to active, self-healing governance.
- Executive Compliance Scorecard — Board-ready view: production-ready %, recertification status, per-system metadata. Verify Production Ready in under 60 seconds.
- Generate Conformity Report — One-click PDF bundling summary, governance metadata, and 50-run audit history. Your Proof of Oversight artifact for regulators or the board.
- 30-Day Onboarding Roadmap — Phase 1 (inventory, owners, first audit) → Phase 2 (remediation sprint, one-click disclosure seed) → Phase 3 (scorecard, Conformity Report). No blank canvas.
- One-Click Compliance Seed — When audit fails on missing AI disclosure, generate Schema.org JSON-LD and drop it into your site header (EU AI Act Art. 13).
- 90-day recertification — Scheduler notifies when due or overdue; production gate enforces continuous oversight. Post-market monitoring, built in.
- Download evidence pack for audit — raw LLM responses (scrubbed). One-click Compliance Report for EU AI Act documentation (cited URLs + conformity summary). Available in your dashboard (My Business).
Built for real-world compliance and audit trails
The methodology behind the Identity Fidelity Report is mapped directly to the frameworks that matter in 2026.
EU AI Act
Article 13 (Transparency) and Article 14 (Human Oversight) are operationalized through clear per-LLM findings, HITL affirmation blocks, and immutable Ground Truth hashes.
NIST AI RMF 2.0
The report feeds the Govern / Measure / Manage functions with quantitative IFQ metrics, drift classifications and documented remediation actions.
ISO/IEC 42001 support
For SMEs or partners pursuing AI Management System certification, the Identity Fidelity Report serves as supporting evidence of monitoring and oversight.
Designate your Human Oversight Lead
To comply with 2026 mandates, you will be asked to designate a Human Oversight Lead during the Governance Audit intake. We provide a complimentary 5‑minute Reviewer Training Guide so your lead satisfies Article 14 competence requirements.
- • Typically a COO, Head of Marketing, or Compliance Officer – not a junior staffer.
- • Empowered to override AI outputs and approve remediation steps.
- • Documented in the HITL affirmation section of every Identity Fidelity Report.
Start your Truth Audit
Complete the Governance Audit form and receive a human-reviewed Identity Fidelity Report by the next business day.
Governance roadmap
Preview in-development products like Agent Behavior Observability & Vendor Fidelity Dashboard and share your use case.
Content Workshops
Where bias can appear in the AI lifecycle. EU AI Act alignment for impact assessments and Human Oversight.
Wiring Guide (Governance-as-Code)
Copy-paste JSON-LD and Machine Handshake steps for developers. Evidence-first schema.
Glossary FAQs
Short definitions that help users and AI systems understand the governance terms used across the funnel.
What is Admissibility?
Admissibility means AI treats your official domain as the Ground Truth for your entity instead of prioritizing Shadow Sources.
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 URL, archive, or thread that can distort how AI describes your brand.
What is Governance-as-Code?
Governance-as-Code is the machine-readable schema that helps AI verify legal identity, credentials, and accountability.
Want the full glossary? View the AI Governance glossary.