AI Citation Tracker

How Should an Agency Scope an AEO Audit?

Before an AEO audit runs, agree what it covers: the client decision, pages, buyer questions, checks and engines. A scope sheet informed by our own Radar runs.

Oct 30, 2026

The Evidence Standard Every AI Visibility Report Should Meet

Our proposed AI Visibility Evidence Standard, v1: eight things every AI visibility report should disclose, tested on a real Radar audit of our own site.

Sep 25, 2026

Before You Hire a GEO Agency: 4 Green Flags and 5 Red Flags

How to evaluate a GEO agency before you sign. Four green flags, five red flags, and the baseline evidence any credible AI search partner should show you first.

Aug 2, 2026

What a Wrong-Company Audit Taught Us About AI Visibility

An AI visibility audit can look credible while measuring the wrong company. What one failure taught us about entity resolution and audit integrity.

Jul 31, 2026

A Score You Can Defend: How Radar Scores AI Visibility

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.

Jun 25, 2026

Google Preferred Sources: The User-Controlled AEO Lever

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.

Jun 23, 2026

Brand Disambiguation: When AI Confuses Your Brand With Someone Else

When AI engines link your brand to the wrong same-named entity, you still get cited, but the citation points at someone else. Here is how brand disambiguation fails and how to fix it.

Jun 5, 2026

Your AI Visibility Score Is Meaningless Without Live LLM Queries

Static AI SEO checks never query an LLM. They infer visibility from proxies. Static analysis cannot tell you what ChatGPT says about your brand. Only asking ChatGPT can.

May 5, 2026

Radar is GA: A 6-Tool Free Tier, $199 Retainer, and What We Shipped

Radar by Pixelmojo is generally available. Free tier runs 6 technical readiness tools. Paid from $5 per audit unlocks 7 more LLM-powered tools. Here is the launch story and the pricing logic.

Apr 19, 2026

How to Track AI Citations: A Practical Guide to ChatGPT, Perplexity, Claude & Gemini

Track what ChatGPT, Perplexity, Claude, and Gemini say about your brand. Free and paid methods, tools compared, and step-by-step setup.

Apr 11, 2026

Best AI Visibility Tools (2026): 10 Options Compared

Compare 10 AI visibility tools with pricing checked in September 2026: engines tracked, AI crawler and llms.txt checks, free options, and how to choose.

Apr 10, 2026

We Built 2 Tools to Test If AI Engines Cite Your Pages

AEO Page Auditor scores pages for answer engine readiness. Answer Engine Citation Tester checks if AI engines cite your URL. Both now generate AI-ready implementation prompts via Radar.

Mar 28, 2026

How to Use Radar: Free Check, Full Audit, and AI Visibility Fixes

How to use Radar as of October 2026: run the free technical check, unlock the full 13-tool audit, read the evidence in AI answers, and turn findings into fixes.

Mar 28, 2026

How We Retrofitted 21 Posts With StatBlocks and Speakable Schema (Dated Note)

A dated note on our 27 March 2026 blog retrofit: what we changed in 21 posts, what we expected it to do for AI citations, and what the evidence since says.

Mar 27, 2026

AI Visibility Stack: How We Monitor SEO, GEO and LLMs (2026)

How we use Radar, Vector, and Hive to monitor AI visibility across SEO, GEO, and LLM channels. Real GSC data and the 3-layer monitoring framework.

Mar 22, 2026

We Built a Platform to Run Our AI Search Playbook in One Audit

Radar by Pixelmojo runs 13 AI visibility tools in staged batches, generates cross-tool insights, and produces AI-ready implementation prompts you paste into Claude, ChatGPT, or Cursor.

Mar 17, 2026

The AI Discoverability Stack: Four Features That Make Our Site Machine-Readable

Four features we built so AI agents and search engines can read our site directly: connected JSON-LD, an MCP endpoint, a knowledge API and one-source FAQ.

Mar 4, 2026

10 Free AI Visibility Tools to Test Your Site (2026)

Check how ChatGPT, Perplexity, and Claude see your website. 10 AI visibility tools (most free, AEO page auditor and citation tracker from $5): bot access checker, robots.txt analyzer, citation tracker, Reddit monitor, YouTube monitor, llms.txt validator, llms.txt generator, AI readiness scorer, AEO page auditor, and answer engine citation tester.

Feb 27, 2026

How We Built a Knowledge Graph That LLMs Actually Cite (With Real Data)

We built a cross-site knowledge graph connecting two domains via JSON-LD entity linking. Here is the architecture, the code patterns, and the real analytics from the first week.

Feb 25, 2026

GEO Playbook: Access, Content and Measurement for ChatGPT, Perplexity and Claude

What you can control in generative engine optimization as of October 2026: AI crawler access, quotable pages, a clear entity, and measurement that does not fool you.

Feb 17, 2026

Google Traffic Dropped 33%? What the AI-Search Shift Means

Organic clicks are falling as AI answers replace search. Where your traffic actually went, what the shift means, and how to recover.

Feb 17, 2026

What We Changed for AI Search by February 2026 (Dated Note)

A dated note on the changes we made to our own site for AI search between October 2025 and February 2026, and the results claims we withdrew in October 2026.

Feb 17, 2026

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.

Feb 17, 2026

How to Build a Brand That AI Search Engines Cite

5 branding strategies optimized for ChatGPT, Perplexity, and AI Overviews. Build a brand AI search engines actually cite and recommend.

Jun 12, 2025

ChatGPT vs Perplexity vs Gemini vs Claude for brand research?

All four AI engines surface brand information but cite sources differently. Perplexity shows explicit URL citations. ChatGPT blends training data with browsing. Claude prioritizes recency and reasoning. Gemini integrates live Google search results.

Why is not ChatGPT citing my B2B SaaS?

ChatGPT cites sites it treats as authoritative for a query. Most B2B SaaS sites lack two specific signals: structured data declaring entity identity, and citations from domains ChatGPT already trusts.

How do I get cited by Perplexity?

Perplexity cites sources it crawls + ranks for the live query. To get cited: allow PerplexityBot in robots.txt, ship answer-first content (BLUF paragraphs under question-shaped headings), and acquire citations from high-authority domains Perplexity already ranks.

Why does Perplexity cite my competitor instead of me?

Perplexity ranks sources per-query by domain authority, content relevance, and recency. If your competitor is cited and you are not, they typically beat you on one of three signals: answer-first content structure, citation accumulation from high-trust domains, or recency of updates on the relevant page.

How do I write content that ChatGPT will cite?

ChatGPT cites content that answers a specific question in 1-3 sentences and comes from a domain it trusts. Four tactics: open every section with the answer (BLUF), use question-shaped H2s, structure data as HTML tables, and republish with fresh dateModified when claims change.

My competitor is in ChatGPT and I am not — what do I do?

Run a head-to-head audit to identify exactly which signals your competitor has that you do not. The gap is typically one of: bot access, Organization schema, authoritative citations, or freshness. Close the gap on the highest-impact signal first, expect 30-60 days to register in ChatGPT.