Platform

Public AI governance.

Lawnise governs Public AI — public and public-facing AI systems such as ChatGPT, Gemini, Claude, Perplexity, and AI search surfaces, when they answer questions about your organisation, products, documents, competitors, or category. Lawnise is not an internal AI development platform; it is a governance workspace for monitoring, verifying, and reviewing what Public AI says about you.

Pillars · 3Surfaces · Public AI + AI searchEvidence · audit-ready

What we monitor

Public AI is already shaping how you’re discovered.

Lawnise monitors what Public AI says about your organisation across the surfaces that shape buyer perception: third-party AI answers, AI search results, citation trails, brand rankings, competitor comparisons, and claims attributed to your products. Coverage runs continuously across the major answer engines and AI search surfaces; findings flow into a single governance workflow for review, evidence preservation, and follow-up.

Third-party AI answers

AI search results

Citation trails

Brand rankings

Competitor comparisons

Claims attributed to products

TruthGuard · Pillar 01

Verify what Public AI says is true.

TruthGuard verifies whether Public AI answers match your approved knowledge.

It helps teams detect inaccurate answers, contradictions, unsupported claims, stale facts, and risky responses before they become accepted public narratives.

Every flagged answer is tied back to evidence so reviewers can see what was said, what source of truth it was checked against, and why it needs review.

BrandGuard · Pillar 02

Track how Public AI represents you.

BrandGuard monitors how your organisation is represented across Public AI and AI search surfaces.

It tracks visibility, Share of Voice, first mentions, recommendations, competitor comparisons, reputation signals, citation sources, and whether AI systems describe the brand using approved or harmful attributes.

This helps regulated teams understand not only whether they appear, but how they are positioned.

SourceGuard · Pillar 03

Govern the documents Public AI may rely on.

SourceGuard reviews the documents and claims that shape what Public AI may rely on, quote, or distort.

It supports document parsing, PII redaction, compliance review, claim extraction, source alignment, and retention controls for sensitive workflows.

This gives teams a governed way to prepare source material before it becomes part of the wider AI answer ecosystem.

Capability map

What teams can evaluate.

Lawnise gives regulated teams a documented way to evaluate Public AI exposure across seven dimensions.

#DimensionWhat it evaluatesPillar

C-01

Answer accuracy

Inaccurate answers, contradictions, unsupported claims, stale facts.

TruthGuard

C-02

Visibility

Whether your organisation appears, where it appears, and how prominently.

BrandGuard

C-03

Reputation

Sentiment, harmful associations, risky comparisons, brand perception.

BrandGuard

C-04

Citation trust

Official, partner, third-party, competitor, or untrusted source references.

SourceGuard

C-05

Brand consistency

Whether AI uses approved or harmful attributes.

BrandGuard

C-06

Compliance readiness

Mapped rules, claim review, document-type context, redaction.

SourceGuard

C-07

Evidence readiness

Preserved answers, source context, review decisions, audit trail.

Cross-pillar

How it works

Scattered AI answers become a governed workflow.

Lawnise runs a five-step workflow that turns ad-hoc AI exposure into procurement-grade discipline:

Scan

Scheduled coverage across Public AI engines and AI search surfaces.

Verify

Compare each answer against your approved knowledge base.

Classify

Route flagged answers to the right pillar review queue (truth, brand, or source).

Review

Human approval or escalation through workspace queues.

Preserve

Every decision is saved with evidence for procurement audit.

Each step preserves audit-ready evidence so regulated teams can show their working when procurement asks how Public AI is governed.

Lawnise's platform operationalises the Enterprise Public AI TRiSM category, with scoring grounded in an Independent AI answer benchmark.

Start with what fits.

The free surfaces show what Lawnise sees. Monitor adds volume and cadence. Enterprise adds custom coverage and managed deployment.

Free 100 AI visibility checks per month. No credit card.

Book Briefing

For procurement teams evaluating Enterprise. 30-minute working session.