
The AI Discoverability Stack: How We Got AI Search Engines to Cite Us
We built 4 features that turn a website from a scraped source into a primary citation target for AI search engines. Here is the exact implementation.
Our most-cited deep dives on AI search visibility, plus what we shipped this month.

We built 4 features that turn a website from a scraped source into a primary citation target for AI search engines. Here is the exact implementation.

Programmatic Anthropic Agent SDK hooks reference. 12 events, full TypeScript signatures, PreToolUse, PostToolUse, Stop, SubagentStop, UserPromptSubmit with worked examples.

Gemini 2.5 reads YouTube video natively, not just transcripts. The category for auditing YouTube AI visibility barely exists. Here is the 3-layer stack, the honest data, and what to do before competitors notice.
Beyond Vector, Hive, and Radar, we offer focused services for teams that need AI products built, brands designed, visibility optimized, or growth automated. Same honest approach, same code ownership.
AI product development is the end-to-end process of designing, building, and deploying software products that use artificial intelligence as a core capability. This includes selecting the right AI models, integrating them into production infrastructure, designing interfaces that surface AI outputs effectively, and establishing governance frameworks that prevent security vulnerabilities in AI-generated code. Unlike traditional software development, AI products require continuous model evaluation, prompt engineering, and data pipeline management alongside conventional engineering practices.

Complete AI product ecosystems built to generate measurable revenue from day one
Beyond B2B SaaS, we deliver AI-powered solutions across industries where intelligent automation drives measurable business outcomes.
Banks, insurance, payments, and lending platforms modernizing with AI-powered risk assessment and customer experiences.
Healthtech, clinical ops, pharma, and patient engagement platforms improving outcomes with intelligent automation.
Online retail, marketplaces, and D2C brands driving revenue with AI-powered personalization and conversion optimization.
Consulting, legal, accounting, and agencies scaling expertise with AI-augmented service delivery.
Every service engineered for measurable ROI. From AI development to growth automation, we deliver complete solutions that validate with real revenue. Built to scale, optimized to profit, designed to dominate.
Identify immediate profit opportunities, map revenue-critical user flows, and define metrics that directly impact your bottom line.
Build your AI product, design system, or growth infrastructure. You own the code.
Launch with paying customers secured, activate growth engines, and optimize for compound revenue growth.
Battle-tested technology selected for its ability to create, optimize, and scale revenue streams.

Get cited by ChatGPT, Claude, Perplexity, and Gemini. We audit, implement, and monitor your AI search visibility using Radar and proven GEO methodology.
Build new AI products or add AI to existing ones
From validation to production. Also covers full-stack AI implementation and interface optimization.
We take your validated idea from architecture to production with AI integrated. Design, code, deployment, the whole thing. 90-day launch window.
Brand identity, design systems, and sales collateral
Logo, components, pitch decks, and sales materials shipped as one system
We build your brand identity, design system, component library, pitch decks, and sales collateral so your product looks as good as it works.
Pipeline generation for B2B SaaS
Content, lead scoring, email automation, and analytics on a retainer
We set up your content, lead scoring, email automation, and analytics so you have a repeatable way to generate qualified leads every month.