AI Visibility Assessment
The diagnostic entry point into the DIP intelligence lifecycle. We evaluate what is preventing search engines and AI assistants from discovering, understanding, trusting, and recommending your business — delivering an objective baseline scorecard and a prioritised 90-day roadmap.
Four Pillars the Assessment Evaluates
The assessment is grounded in our conceptual model: how search engines and AI decision engines evaluate, interpret, and surface your organization.
Can customers and AI systems find you?
We examine search crawler accessibility, AI bot rules (robots.txt, llms.txt), indexation health, sitemaps, and machine-readable discovery endpoints.
Can they accurately understand what you do?
We check whether your services, entity attributes, and capabilities are structured in JSON-LD Schema.org data so AI models comprehend your true offerings without hallucinating.
Is there enough evidence to trust you?
We verify multi-source corroboration, authoritative registries, certifications, customer sentiment, and independent evidence to validate your business against competitors.
Would they confidently recommend your business?
We evaluate how your business is cited and surfaced across ChatGPT, Google AI Overviews, Perplexity, and Claude for commercial queries.
What You Receive
Every Assessment produces concise, engineering-grade reports and an executive 90-day action plan for your leadership team.
Objective Baseline Scorecard
An empirical baseline scorecard evaluating your visibility across Discover, Understand, Trust, and Recommend with clear confidence ratings.
Discovery & Crawler Gaps
Detailed findings showing which critical pages are missed by search bots, crawl budget waste, and AI agent blockers.
Entity & Information Architecture Gaps
Schema syntax audit, missing Schema.org types, ambiguous service definitions, and unlinked entity references.
Trust & Proof Signal Gaps
Audit of external citations, registry consistency, credential schemas, and independent corroboration deficits.
Prioritised Opportunities & Actions
Ranked technical opportunities showing exact fixes scored by commercial impact and implementation effort.
Tailored 90-Day Execution Roadmap
A phased, sprint-ready deployment roadmap ready for your internal developers or our engineering implementation team.
How the Assessment Works
A streamlined diagnostic process requiring minimal time from your team while establishing an empirical baseline.
We review the available evidence
We review your public digital presence, search visibility, page availability, and live AI search observations across multiple platforms.
We meet with leadership
We discuss your commercial goals, customer journeys, current software tools, and repetitive operational bottlenecks with your key team.
We identify and prioritise the gaps
We score the findings, evaluate competitor signals, estimate realistic impact, and build your tailored 90-day execution roadmap.
We present the findings and 90-day plan
We walk your leadership team through the scorecard and priorities. You decide which improvements to pursue with zero obligation.
Your Time Commitment & Required Input
We keep the process lightweight and focused on technical realities:
- •Discovery Meeting: 60–90 minutes with leadership to understand commercial priorities and service hierarchy.
- •Executive Debrief: 60-minute strategic presentation, scorecard walkthrough, and technical roadmap review.
- •What You Provide: Overview of key commercial offerings, target buyer queries, and website access if code audits are requested.
Commercial Progression: Assessment → Implementation → DIP
The Assessment stands on its own as an objective audit, with clear next steps:
- 1Assessment: Diagnostic entry point defining your baseline score and 90-day plan.
- 2Implementation: You can execute recommendations internally, or engage our engineering team for AI-assisted deployment with human QA under fixed scope.
- 3DIP Continuous Intelligence: Activate continuous telemetry to track visibility shifts and algorithm changes over time.
Who This Assessment is Designed For
- ✓Singapore SMEs, enterprises, and regional businesses seeking evidence before investing in search or AI visibility.
- ✓Companies whose services are complex, high-value, or dependent on authoritative reputation and recommendations.
- ✓Leadership teams ready to dedicate 60–90 minutes to an evidence-based diagnostic review.
When Another Approach May Be Better
- ✕Early-stage ideas without an existing business, public web presence, or established offerings.
- ✕Companies seeking short-term manipulative tricks rather than structural AI discovery infrastructure.
- ✕Organizations not ready to allocate technical resources to implement recommended structural fixes.
Book Your AI Visibility Assessment
Direct inquiries are handled by Benjamin Tay and Zachary Tay. Contact us below to schedule your discovery session and baseline evaluation.