AI visibility and governance services

Start Here

Before AI can recommend you, it has to understand you.

Start with BREACH, the free diagnostic that gives you a first overview of what AI systems already understand about your organization, where the gaps are, and which fixes come first.

To see where Breach fits between a free AI diagnostic, a Breach Pro report, and governance work, see the AI diagnostic path for SMEs.

  1. Breach reads your public pages — your site and trust signals, the way an AI agent would.
  2. AI assesses your visibility — what’s clear, what’s missing, what could hurt your recommendation.
  3. You get your report — a free first overview, in about 2 minutes.
AI Diagnostic Atlas Advisory

AI advisory firm · Montreal, Quebec · knowledge work

Strong expertise in a growing market, with public visibility to sharpen before AI agents can recommend it with confidence.

AI visibility score 9/15 Partial
AI impact risk Moderate
AI Readability

Readable for AI agents

Public presence 3/5

Detectable public presence, with structured signals still uneven.

Offer 3/5

Core services exist, but the promise needs clearer proof and audience mapping.

Proof 3/5

Some public proof exists, but not enough for confident recommendation.

Vulnerability point Visibility depends on too few public signals

Where AI agents hesitate before recommending the business.

The business is visible enough to be found, but not yet clear enough to be confidently selected.

Exposure Thin proof trail

Service claims are present, but public evidence is not consistently connected to outcomes, sectors, and buyer problems.

AI interpretation risk Weak recommendation confidence

Assistants may summarize the company correctly, then choose a competitor with clearer case evidence.

Fix before scaling Make the offer, audience, proof, and next step explicit on the public website.
Action plan Recommended solutions

Prioritized fixes for visibility and AI readability

Start with the changes most likely to help AI systems understand, cite, and recommend the business.

1
Clarify services

Turn each offer into a clear page with audience, problem, deliverable, and proof.

2
Add structured signals

Use organization, service, and proof markup so AI agents can read the context.

3
Strengthen proof

Connect testimonials, certifications, and case evidence to the services they support.

For SMEs and organizations
Private beta

Your 90-day AI action plan

Breach Pro shows how AI reads your business, where competitors are moving faster, and what to prioritize over the next 90 days. The report combines AI visibility, competitive pressure, web and funnel fixes, an action plan, and AI implementation options to explore if you want to go further.

  • Identifies vulnerability signals specific to the business, its market, and how AI compares options.
  • Scores AI visibility (GEO) across five domains, with fixes to prioritize in the first 30 days.
  • Maps competitive pressure with two to three named competitors and the proof signals supporting their visibility.
  • Produces a 90-day action plan with concrete priorities and implementation paths to explore.
  • Proposes AI implementation options to explore, tied to the company’s irritants and priorities.
  • Outlines a website and conversion-funnel rebuild plan.
Request Breach Pro Breach Pro for agencies
ISO/IEC 42001 Aligned
Loi 25 Aligned
Privacy-First
12-page action report
01 Summary Visibility and execution priorities

The report connects AI visibility, competitive pressure, and what should move first.

Below threshold No AI assistant citations across neutral probes.

Routine deliverables are still too close to the AI commoditization zone.

Critical observed Visibility gap

AI systems do not yet have enough clear, citable signals to select the agency.

High observed Offer blur

Distinctive strategic value needs to stand apart from routine production work.

Competitor pressure Choice friction

Buyers can trust competitors faster because their proof is easier to parse.

02 Competitive benchmark Why some competitors get chosen faster

The benchmark turns public signals into the buyer questions that slow or speed decisions.

Your company Good offer, mixed paths Thin citation signals Needs clearer intake
Competitor No. 1 Dedicated service pages Reviews visible Direct consultation CTA
Competitor No. 2 Clear production offer Portfolio examples Quote path visible
Competitor No. 3 Local category fit Directory signals Basic contact flow
Comparison result Credible, but competitors reduce buyer effort with clearer proof and service paths.
03 GEO map Where AI visibility is built

Five weighted domains show the gap between current visibility and realistic potential.

Current 42 /100
Potential 89 /100
Gap +47 points
Structured data 0/18
Google profile 16/16
Citation readiness 2/16
AI + local discovery 7/16
AI crawler access 3/20
04 Web content plan What the site must make machine-readable

The plan tells the site what to say, how to structure it, and which pages should exist.

Entity definition Who you are

A clear machine-readable business identity.

Answer block What you solve

Short answers that assistants can reuse.

Value hierarchy Why not self-serve AI

Positioning against generic tools.

Proof block Why trust you

Cases, reviews, outcomes, and evidence labels.

URL strategy Dedicated service pages make offers easier to cite and compare.
05 Execution plan Days 1-90, sequenced by priority

Each action explains why it matters, what to do, what to confirm, and proof confidence.

Days 1-30 Foundation

Unblock robots, structure service pages, publish the agency approach.

  • Repair robots and technical GEO foundations.
  • Split core services into dedicated URLs.
  • Publish the proof-backed agency approach.
Proof: crawl access, page map, approach block.
Days 31-60 Capability

Track AI traffic, simplify intake, systematize Google reviews.

  • Create an AI assistant traffic channel.
  • Reduce intake into two buyer steps.
  • Launch a review collection rhythm.
Proof: analytics segment, intake flow, review log.
Days 61-90 Acceleration

Harmonize public data, standardize templates, unify ROI reporting.

  • Align public profiles and directory signals.
  • Standardize strategic templates with AI support.
  • Connect ROI reporting into one model.
Proof: signal audit, template set, reporting model.
STRATEGY WEB INTERNAL - VALIDATE SPECIALIST
06 AI implementation options Concrete paths to explore after the report

The report separates implementation options from funding paths to verify.

Implementation option AI assistant for client plans

Prepare plans from validated templates, with human review.

Implementation option Inbound triage agent

Route requests into CRM with cleaner context.

Implementation option Governance and data-boundary audit

Confirm what AI tools may receive before automation.

Funding paths to verify Potential programs to validate before applying

Funding paths are presented as options to verify, not as a promise of subsidy.

07 Governance and methodology Evidence-labeled, not a compliance shortcut

Breach Pro keeps public signals, assumptions, and client validation visibly separate.

Primary framework Quebec Law 25

Forms, suppliers, consent, retention, access, and limits.

Voluntary standard ISO/IEC 42001

Useful structure for AI management systems.

Observed Estimated To validate

Diagnostic tool · not legal advice · implementation assumptions confirmed before action

08 PDF handoff Download the full report PDF

The finished report can be saved, shared with leadership, and handed to implementation partners.

Client-ready output One clean document after the diagnostic.

Use the PDF as the executive summary, work plan, and validation record for the next sprint.

Portable

Keep the action plan outside the dashboard.

Shareable

Send it to strategy, web, and specialist teams.

Traceable

Evidence labels stay attached to the recommendation.

Page 2 preview Page 2 of a Breach Pro example report showing visibility and execution priorities
Step 3: Governance
Future Flagship

Formalize your AI governance

Prism is a custom internal AI governance audit, adapted to your systems, risks, policies, sector, and obligations. The assessment can draw from ISO/IEC 42001, Loi 25, the NIST AI RMF, the EU AI Act, and other relevant requirements without being limited to one framework. A structured review of your documentation, processes, AI use cases, vendors, and control mechanisms.

By submitting, you agree to our Privacy Policy and Terms of Use.

ISO/IEC 42001 Aligned
Loi 25 Aligned
Privacy-First

For organizations ready to go deeper, Prism extends this work into structured AI governance, audit readiness, and responsible AI operating models.

Available today: While Breach Pro serves the AI-visibility front door and Prism builds as the depth path, Nord Paradigm offers ISO 42001 implementation advisory for Canadian organizations preparing for external certification: gap analysis, policy design, internal audits, and certification handoff.

AI Implementation Plan: Based on your Breach Pro findings, we clarify the first mandate worth exploring. The goal is simple: define what should be implemented, what must stay human, what data needs protection, and what an implementation partner must confirm before estimating. Nord Paradigm can remain involved through Governance and Quality Assurance to verify that the mandate respects the defined boundaries.

Nord Paradigm is an AI governance and AI visibility firm based in Chicoutimi (Saguenay), Quebec. Its services help Quebec and Canadian SMEs and professional services firms become visible inside AI engines and prepare for Loi 25 and ISO/IEC 42001.