Our most-cited deep dives on AI search visibility, plus what we shipped this month.
Google says llms.txt is unnecessary. Chrome Lighthouse audits it anyway. We fact-checked five studies on what llms.txt really does for AI visibility in 2026.
Reddit is the most-cited source in AI answers. The Reddit Brand Monitor finds what is said about your brand there, scores it, and flags AI-generated seeded posts.
The YouTube Brand Monitor tracks what is said about your brand on YouTube, scores it on five dimensions, and reads the actual transcripts so you see the coverage AI already hears.
Four done-for-you services beyond Vector, Hive, and Radar: AI products built, brands designed, AI visibility optimized, and growth automated. One team scopes the work up front, ships on schedule, and hands you the code, the brand, and the systems to own.
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.
From AI visibility to product builds, brand systems, and growth marketing, you work with the same team and the same honest approach. We scope the work up front, ship what we said we would, and hand off code and systems you own.
The problem
Our solution
We align on goals, map the work, and define the outcomes that matter for your project, whether that is a product, a brand system, visibility, or pipeline.
Build your AI product, design system, or growth infrastructure. You own the code.
We launch the work, set up what you need to run it, and hand over everything so your team can keep going without us.
Production-grade tooling we run in our own products, chosen to ship fast, stay secure, and hold up at scale.
We work with teams in B2B SaaS and beyond, across industries where the four services apply.
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.