
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.
Test and optimize how AI search engines see your website. Built from real implementation experience, not theory.

Test how GPTBot, Claude, Perplexity, and 11 other bots see your website. Analyzes robots.txt, structured data, llms.txt, and content accessibility.

Validate your llms.txt file against the emerging specification. Deep analysis of structure, content sections, links, entity definitions, and use policy.

One unified score for how AI-ready your site is. Combines crawl access, llms.txt quality, structured data, and citation signals into a single actionable report.
Paste a URL and generate a structured llms.txt shaped to the Pixelmojo standard, built from your real page signals (title, meta, schema, navigation). Free, deterministic, copy or download.
Start here: a plain-English AI visibility check that runs the AI Readiness Score engine and returns a 0-100 score for how ChatGPT, Claude, Perplexity, and Gemini see your site.
Score any page for answer engine readiness. Checks speakable schema, answer-first structure, structured data quality, data extractability, content freshness, and entity authority.
Test if ChatGPT, Perplexity, Claude, and Gemini cite your specific page for a question. Identifies content gaps and competitor pages being cited instead.
Check whether ChatGPT, Perplexity, Claude, Gemini, and Grok (report-only) mention or cite your brand. Tests brand recognition, competitive visibility, URL citations, and sentiment.
Find what people say about your brand on Reddit via Google search. Detects LLM-seeded (AI-generated promotional) content with heuristic + GPT analysis.
Track brand mentions across YouTube videos. AI search engines weight YouTube heavily for brand queries, video transcripts and metadata are major training signals.
Check whether ChatGPT, Claude, Perplexity, and Gemini link your brand name to the right entity, or confuse it with a same-named company, person, or product.
Audit your robots.txt specifically for AI bot directives. See exactly what GPTBot, ClaudeBot, PerplexityBot, and others are allowed or blocked from accessing.
Check how your page renders in AI assistants, Slack, Discord, X, and iMessage share previews. Audits Open Graph tags, Twitter Cards, image reachability, and JSON-LD coverage.
Score your site for AI agent monitoring readiness. Five freshness signals: sitemap lastmod distribution, RSS/Atom feed, blog cadence, Article schema dateModified, visible date stamps.
Audit your brand against a competitor across 6 AI visibility tools in a single run. Get a side-by-side scorecard with a shareable link, winner callout, and embeddable badge.
Free embeddable SVG badge that shows a domain’s AI Readiness score. shields.io-style pill, auto-updates when the audit is re-run. Paste in GitHub README, docs, or email signature.
Radar runs every audit on this page in parallel: crawl access, llms.txt, structured data, brand citations, and 9 more, then surfaces cross-tool conflicts and ships a prioritized action plan for your domain.
Our 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.