You optimized your site so search engines could rank it. Now AI platforms decide who to summarize, cite, and recommend—and that answer may not include you.

Today, organizations must also consider how AI systems interpret, summarize, compare, cite, and recommend their expertise.

Your organization may be affected when AI platforms:

• Leave you out of relevant recommendations
• Recommend competitors instead
• Describe your services inaccurately
• Rely on outdated third-party information
• Fail to connect your experts with your organization
• Miss important programs, locations, or areas of expertise
• Cite other sources instead of your content
• Characterize your organization differently than you would characterize yourself

The AI Visibility Assessment makes these patterns visible and actionable.

The Trusted AI Visibility Index, or TAVI, is Kanopi’s proprietary measure of how well AI platforms discover, understand, trust, and recommend your organization.

Your score maps to one of five maturity levels:

TAVI gives your whole team—marketing, digital, and leadership—one number they can act on and track.

TAVI is recommendation-first: being technically ready for AI is not the same as being recommended by AI. Each pillar is weighted by how much it drives that outcome.

TAVI can’t be gamed by technical polish alone—recommendation is weighted highest, and anything we can’t observe is marked “Not assessed,” never estimated.

Every engagement produces a self-contained, Kanopi-branded report containing:

• Executive summary
• Scope and assessment limitations
• TAVI score and maturity level
• Four-pillar scorecard
• Per-engine results
• TAVI baseline and trend table
• Pillar-by-pillar analysis
• AI Search Findings
• Representative AI exchanges
• Competitive benchmark
• Prioritized, owner-tagged recommendations
• Phased executive roadmap
• Evidence appendix

Start where it fits—two assessment depths, plus ongoing tracking. Compare them, then jump to the full details.

Lite — Snapshot

Establish your TAVI baseline.

Lite provides the complete technology-enabled, analyst-reviewed assessment and Kanopi-branded report without workshops or a live presentation.

Includes

• Testing across all seven AI engines
• Overall TAVI score and maturity level
• Four pillar scores
• Per-engine scores
• Technical and structured-data review
• Automated accessibility review
• Content-quality review
• Off-site authority review
• Competitive benchmark
• Prioritized recommendations
• Phased roadmap
• Evidence appendix

Best For

• A fast first look
• Marketing and digital teams
• Organizations seeking a measurable baseline
• Teams ready to interpret and act on the report internally

Timing

Approximately 3–5 business days

Full — Assessment

Connect your TAVI findings to strategy and organizational outcomes.

Full includes everything in Lite plus senior strategic advisory support.

Adds

• Up to five stakeholder interviews
• Review of organizational goals
• Review of content and SEO strategy
• Identification of priority audiences and services
• Business-KPI alignment
• Human interpretation and validation
• Entity and competitive analysis
• Tailored executive roadmap
• Live leadership presentation
• Presentation deck and recording

Best For

• Organizations with multiple stakeholders
• Leadership teams seeking strategic guidance
• Teams connecting visibility to leads, donations, enrollment, membership, service discovery, or other outcomes
• Organizations preparing for broader implementation

Timing

Approximately 2–3 weeks

TAVI Monitor

Track and grow your AI visibility over time.

Your first assessment establishes the baseline. TAVI Monitor shows whether the work is moving the score.

Each quarter, Kanopi reassesses your organization and adds the results to your TAVI history.

Includes

• Quarterly TAVI reassessment
• Updated overall score and maturity level
• Updated pillar scores
• Updated per-engine scores
• TAVI trend chart
• Movement against the original baseline
• Competitive visibility changes
• Analysis of what improved, declined, or remained unchanged
• Updated priorities
• Concise report and quarterly readout
• Regular check-ins

Best For

• Organizations implementing assessment recommendations
• Teams investing in content, communications, accessibility, SEO, authority, or technical improvements
• Leaders who want evidence of progress
• Organizations monitoring changing competitive conditions

The AI Visibility Assessment is ideal for organizations that:

• Depend on organic discovery
• Publish educational or thought-leadership content
• Operate content-rich Drupal or WordPress websites
• Want to understand how AI-powered search is changing visibility
• Need a measurable benchmark
• Are planning content, communications, SEO, or digital investments
• Need leadership guidance before investing
• Believe competitors may be receiving greater AI visibility
• Want to improve how AI platforms characterize their organization

This offering is particularly valuable for higher education institutions, healthcare organizations, nonprofits, and cultural organizations whose digital presence depends on trusted, authoritative content.

Kanopi builds accessible, content-rich websites for mission-driven organizations—the same content and structure AI platforms now read to decide who to trust.

Our expertise spans:

• AI strategy
• Proprietary AI visibility measurement
• Drupal
• WordPress
• Accessibility
• Information architecture
• Content strategy
• Search
• Governance
• Long-term support

This isn’t a surface scan. We pair live AI-answer testing with site-wide evidence—so the score reflects how AI actually treats you, not a checklist.

Every material score traces to evidence. Anything we cannot measure is identified rather than guessed.

The result is not simply a grade. It is a practical improvement plan.