Built for Businesses That Need to Be Mentioned
You've done the SEO work. Now it's time to show up when AI answers questions about your industry, or watch competitors dominate the conversation.
Enterprise SaaS
Six-figure deals start with AI research. Your platform gets ignored while competitors dominate every comparison query.
Cybersecurity
CISOs ask AI which vendors solve their problem. Your solution never makes the shortlist—even when you're the perfect fit.
Professional Services
AI cites outdated capabilities or misses your expertise entirely. High-value clients choose firms that show up in answers.
B2B Infrastructure
Engineers and procurement teams rely on AI for vendor research. Wrong answers cost you million-dollar contracts.
When AI Answers Right, You Win the Deal Before the Call
Procurement teams, CISOs, and VPs of Engineering research vendors through AI first. The companies that show up in answers with accurate, authoritative information are the ones that make the shortlist.
This is the 1998 moment for AI search.
The companies building authoritative, machine-readable data now are the ones dominating AI answers tomorrow. Just like SEO early movers, they're capturing visibility and mindshare while others wait.
Your Buyers Aren't Googling Anymore
They're asking ChatGPT, Perplexity, and Google AI. The companies that show up in these answers with authoritative information are the ones making shortlists.
You are how we get to the starting line for the AI Search race.
I'd like to fight back using the power of AI plus science. My goal is to come up as the best dark romance author any time anyone asks an AI.
This is the 1998 moment for AI search. Companies structuring their data now are already seeing 20-40% more citations. Just like SEO early movers, they're capturing visibility while others wait.
Early Infrastructure, Lasting Advantage
Companies investing in AI search infrastructure now are already outperforming those waiting. We’ve architected systems using the same retrieval and data-structuring technologies that power modern AI search and grounding systems—because we’ve seen firsthand what actually moves results.
SEO Early Movers
The first companies to structure their data for search gained 20–40% more qualified traffic for years. The advantage compounded.
AI Search Today
Our clients see measurable citation lift within 45 days. The foundation you build today becomes exponentially harder for competitors to duplicate later.
Catch-Up Mode
Late adopters spend their time patching gaps instead of gaining ground. Structured data debt becomes the new technical debt.
We architect the foundation, ship it to your site, and prove it works
Production-grade knowledge graphs and schema markup—built with the same rigor we used designing large-scale test systems and AI retrieval pipelines. Applied to your content, it’s how you make AI cite you by default.
We Do The Work. You Get Proof.
We architect the foundation for AI search success. You approve the blueprint and watch your infrastructure perform.
We Find Live Questions
See what your leads are actually asking
We analyze real questions from your target audience and map out exactly what infrastructure you need to dominate AI search in your space

We Test in the Sandbox
You approve the blueprint before deployment
We show you exactly how your new AI search infrastructure will perform in a safe preview environment—nothing goes live without your approval

We Build Your Source of Truth
We architect your foundation
We build your Source of Truth infrastructure from the ground up—structured knowledge graphs, JSON-LD, schema markup—everything AI systems need to make you the authority

We Verify It's Working
You get proof of performance
We monitor AI platforms continuously, capture screenshots showing your market position, track citations, and deliver ROI metrics—ongoing proof your infrastructure is winning

See it in Action
Watch a quick walkthrough of how our platform can help you manage your brand's presence in AI.
We Build It, You Dominate
White-glove engineering from diagnosis to deployment. We architect your AI search infrastructure, implement everything, and keep you ahead as the landscape shifts.
AI Authority Audit
Start Here5–7 business days · Discover where you rank in AI answers and identify high-value opportunities.
Blueprint
Most Popular3–4 weeks · Build the infrastructure that makes AI cite you as the default authority.
Shield
OngoingMonthly · Continuous monitoring, reinforcement, and optimization across AI surfaces.
| Features | |||
|---|---|---|---|
| AI Landscape Audit across ChatGPT, Perplexity, Google AI | |||
| Share-of-Voice Map vs. competitors | |||
| Entity Coverage Report & Fix Playbook | |||
| Source-of-Truth Graph (JSON-LD) | |||
| Schema Emitters + Answer Sandbox | |||
| Probe Suite for before/after testing | |||
| Ops Playbook + Training & Handoff | |||
| Continuous monitoring + AI Watchlist | |||
| Remediation Cycle + Conversion Optimization | |||
| Client Dashboard + Monthly Reports |
Questions, answered.
Frequently asked — answered like engineers.
No. Schema is the output—we build the infrastructure. We architect a Source-of-Truth graph that models your entities, relationships, and capabilities in formats AI systems trust. The result is a governed, versioned data layer that powers AI citations across every surface. Schema is just how we deliver it.
No replatforming or CSS/JS entanglement. We deliver an isolated, namespaced JSON-LD bundle that sits alongside your pages and plays nicely with your CMS. It’s additive to SEO because it clarifies the source of truth rather than hiding content. We coordinate with your SEO/dev leads before anything ships.
AI Authority Audit: immediate competitive intelligence. Blueprint: 3–4 weeks to architect and deploy your infrastructure. Citation lift varies by platform, but most teams see 20-40% increases within 45 days as AI systems index the new data layer and begin citing your structured facts.
We track citation share, answer authority, and visibility across your mapped queries. Metrics include: owned-citation percentage, entity coverage, query dominance, and competitive displacement. Every change links to the graph node that produced it, with before/after screenshots. We can roll metrics into a single visibility score for exec dashboards.
Light. Drop-in JSON-LD + a few targeted content patches; no migrations or CMS rebuilds. Dev pairing is included for implementation and verification.
Both. Agencies bring us in for authoritative data modeling; in-house teams use us to correct misquotes and harden the brand graph before launches. We’re complementary to SEO content programs.
Public-web first; we avoid PII. AI Authority Audits use publicly available pages and screenshots. If private access is required for infrastructure work, we use least-privilege scopes and NDAs.
We design for observability and iteration. If a platform resists, we diagnose why—weak signals, crawl issues, or competitive saturation—then adjust. We reinforce graph signals, optimize retrieval paths, and verify adoption with live tests. You see every adjustment and its impact.
SEO thinks in keywords and rankings. We think in entities, intent, and retrieval architecture. Your SEO team optimizes for human search; we build the infrastructure that makes AI systems cite you as the authoritative source. We're engineers, not marketers—complementary to SEO, but solving a fundamentally different problem.
Yes. Your devs own implementation; we provide the diagnosis, architecture, and verification fixtures, and we pair with them to ship quickly. Most teams integrate within days once the Blueprint lands.
Three phases: 1) Discovery—audit your AI visibility and competitive positioning. 2) Architecture—design and build your Source-of-Truth graph with governance. 3) Deployment—publish infrastructure, verify citations, and enable your team to maintain it. Optional: Ongoing Shield for monitoring and reinforcement.
Blueprint is a one-time strategic project (typically 3–4 weeks). For proactive defense and ongoing monitoring, the Shield retainer provides continuous monitoring, intent logs, and pre-flight checks.
Start with an AI Authority Audit (5–7 business days) to see where you rank and identify opportunities. Blueprint and Shield have custom pricing based on your scope. Visit our pricing page for full details on each service.
A single DRI, read-only access to key pages/profiles, and 3–5 mission-critical claims to protect. Expect ~3–5 hours of stakeholder time across the first two weeks.
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