
SEO vs AEO vs GEO: From Ranking in Search to Becoming the Recommended Brand
Learn the difference between SEO, AEO, and GEO, and how brands can move from ranking in search to being cited in answers and recommended by AI engines.
AI Product Studio
Radar shows how AI engines see your brand. Vector scores the leads worth pursuing. Hive turns the signal into workflows your team can actually run.
No credit card, access in 30 seconds. · 3,354 audits run, 22 today — live
Answer analysis — illustrative example
Example buyer question: “What should a B2B team use to check its AI search visibility?”
Example AI answer excerpt: For a technical readiness audit, Pixelmojo Radar runs 13 checks in one pass and generates fix prompts for each finding [source: pixelmojo.io].
Radar scores ChatGPT, Claude, Gemini, and Perplexity responses. Grok is covered report-only.
Most brands now appear somewhere in AI answers. Fewer become the recommendation. Radar is built for the decision point: when buyers ask which tool to choose, who gets named, for whom, and why.
Search ranking
Where you appear in ten blue links.
Site analytics
What happened after someone landed on your site.
Radar
Whether AI engines can read, understand, and cite your brand — and exactly what to fix.
Scored engines: ChatGPT, Claude, Gemini, and Perplexity. Grok is report-only.Decision win-rate is the north-star direction: how often AI engines recommend you over a competitor.
Pairs with your monitoring stack

They tell you what AI says about you. Radar fixes why it says it. Run both.
See how AI engines read your brand today.
Run a free Radar check and get the first gaps to fix.
No credit card. Access in 30 seconds.
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. Unlock the full audit for $5, credits never expire, to reveal every finding and fix prompt, run the 7 AI-response tools (citation tracking, Reddit monitoring, hallucination detection, and more), and open 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? Talk to us about your project and we'll recommend the best path.
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 the ChatGPT, Claude, Gemini, and Perplexity APIs return today, and stable judgment for the nuanced calls.
Thirteen checks in one pass. Every finding ships with a fix prompt you paste into Claude, ChatGPT, or Cursor. See how it is scored.
13-tool audit — demonstration data
The lowest score becomes the first fix: Citations at 42 ships with the exact prompt to repair it.
You get a date, not an open-ended engagement. Vector deploys in 60 days; Hive in 12 weeks.
01 · Diagnose
Radar audits how AI engines see your brand today — 13 checks, one pass.
02 · Design
Brand, UX, and content built to be read by humans and machines.
03 · Build
Production AI systems you own: Vector, Hive, and custom builds.
04 · Measure
Rerun the same defensible checks and watch the grades move.
05 · Improve
Growth loops that turn visibility into qualified pipeline.
“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!”
Teams we've built with
The public Radar Brand Index
AI visibility snapshots of 50 well-known brands — scored in the open with the same 13-check audit you can run on your own domain. Index subjects, not clients.
See all 50 brands in the Brand IndexOur most-cited deep dives on AI search visibility, plus what we shipped this month.

Learn the difference between SEO, AEO, and GEO, and how brands can move from ranking in search to being cited in answers and recommended by AI engines.

Grok answers brand questions for 117M monthly users per the SpaceX S-1. We measured what it says, and it got our own brand wrong. Check yours today.

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.
No credit card. Free check, then the full audit for $5 — credits never expire. Or talk to us today.