
We Optimized for AI Search. Here's What Changed.
We implemented every GEO tactic from our own playbook. Here is exactly what we built, what we changed, and what we learned about optimizing a real site for AI search citations.
AI Product Studio
Vector qualifies leads across 12 dimensions. Hive deploys AI co-workers that share context like a real team. Radar audits your AI visibility and generates fix prompts. You keep the code, the data, and the exit.
Audits run across 18 AI visibility tools
87 in the last 24 hours · average score 54
Live feed of the 24 most recent audits, updated every 20 seconds.
Domain names redacted for privacy
Most brands now show up in AI answers. Fewer win the recommendation. Radar is built for the decision point: when buyers ask AI which tool to choose, who gets recommended, for whom, and why, across ChatGPT, Claude, Gemini, and Perplexity.
Radar's north-star metric: AI decision win-rate, how often engines recommend you over a competitor at the decision point.
Most AI visibility scores are one opaque number. Radar separates three layers: deterministic technical checks where there is a right answer, live measurement of what ChatGPT, Claude, Gemini, and Perplexity actually say today, and stable judgment for the nuanced calls. Rerun-to-rerun stability — so an unchanged page doesn't silently shift its score — is part of the scoring methodology we're rolling out. See how it is scored.
Growth & SEO teams
You already track organic and paid. Radar adds the AI recommendation layer without replacing your stack.
Agencies
Run a client audit in 60 seconds, then hand over a PDF report with your client’s domain in the header. A new revenue line on AI visibility.
Founders & PMs
When a buyer asks ChatGPT for the best tool in your category, do you appear, and do you win? Start with a free audit.
Radar audits your AI visibility, free today. Vector and Hive are custom builds we run with you. Start with Radar.
AI Visibility Platform
13 tools total. Free check scores 6 technical readiness tools and previews all 13. A one-time $5 unlock reveals every finding and fix prompt, runs the 7 AI-response tools (citation tracking, Reddit monitoring, hallucination detection, and more), and opens your dashboard. Generates implementation prompts to paste into Claude or Cursor.
Includes
12-Dimension Lead Qualification
AI-powered system that scores every conversation across intent, budget, timeline, authority, and 8 other dimensions. Know exactly who to prioritize.
Includes
AI Co-workers
Not chatbots—AI teammates that coordinate autonomously, share intelligence, and run your operations like a real team.
Includes
Not sure which is right for you? Book a 15-minute strategy call and we'll recommend the best path.
Audit and fix your own AI visibility free with Radar, or hand the whole build to our team. Either way, you own what ships.
The free check scores the 6 technical readiness tools: crawl access, robots.txt, llms.txt, AI readiness, AEO, and schema. The $5 unlock runs the 7 AI-response tools (citations, Reddit mentions, hallucination detection, and more) and reveals every finding and fix prompt you paste into your AI tool.
Pairs with your monitoring stack

They tell you what AI says about you. Radar fixes why it says it. Run both.
No credit card. Verify your email, run your free check, then unlock the full report and dashboard for $5.
Free check, $5 full unlock plus dashboard, Pro Retainer $199/mo →Beyond Vector, Hive, and Radar, we run four done-for-you services. You own the code, the brand, and the systems we ship.
How we build: every engagement runs on Thread-Based Engineering, AI agents working under governance rules we set before the first line of code. That is how we ship production software you own without giving up control of quality or security.
AI Visibility Strategy
Get cited by ChatGPT, Claude, Perplexity, and Gemini
AI Product Development
Validated idea to production AI in a 90 day launch window
Brand & Sales Design
Brand identity, design system, and sales collateral as one system
Growth Marketing
A repeatable way to generate qualified leads every month
Teams we've built with and worked alongside.
"Lloyd and the Pixelmojo team perfectly understood my website and graphic design needs. They communicated throughout the process and delivered a simple, catchy, and easily editable site. Highly recommend!"
Vector deploys in 60 days. Hive in 12 weeks. Here's what the journey looks like, from kickoff to production.
Map your lead flow, CRM integrations, and qualification criteria. Define the 12 dimensions that matter for your sales process.
Technical spec, integration plan, and scoring model tailored to your business.
Deploy Vector or Hive into your environment. Connect to your CRM, configure scoring rules, and set up the intelligence layer.
Working system integrated with your existing stack and data sources.
Feed historical conversations to calibrate scoring. Run parallel testing against your current process to validate accuracy.
Trained model with proven accuracy on your actual lead data.
Go live with full support. We monitor performance, retrain models, and continuously improve based on closed-loop feedback.
Production system that gets smarter with every conversation.
Our most-cited deep dives on AI search visibility, plus what we shipped this month.

We implemented every GEO tactic from our own playbook. Here is exactly what we built, what we changed, and what we learned about optimizing a real site for AI search citations.

Most AI visibility scores are opaque grades you cannot defend. Here is how Radar scores AI visibility in three separated layers, with a trail behind every number.

Google Preferred Sources is the one AI visibility lever your audience controls, not the model. Here is how it works, who qualifies, and how to earn it.