EXPOSED // 15 ENTRIES
Black hat GEO tactics investigated and documented
2026-02-202026-02-182026-02-152026-02-212026-02-192026-02-172026-02-202026-03-012026-03-032026-03-072026-03-092026-03-022026-03-042026-03-042026-03-06
EXPOSED14 min readFEATURED
What Is Black Hat GEO? The Complete Guide to AI Search Manipulation
Black hat GEO is the new frontier of search manipulation. Here's everything you need to know about how bad actors are gaming AI search engines — and why it matters.
EXPOSED10 min readFEATURED
WSJ Exposes First Page Sage: How "Brand Authority Statements" Game ChatGPT
The Wall Street Journal revealed how First Page Sage plants manipulative statements across client blogs to fool AI search engines. Here's our full analysis.
EXPOSED8 min read
Fake E-E-A-T: How AI-Generated Personas Are Fooling Search Engines
Synthetic author profiles with AI headshots and fabricated credentials are the new frontier of E-E-A-T manipulation. Here's how to spot them.
EXPOSED16 min readFEATURED
Prompt Poisoning: How Marketers Are Hijacking AI Memory to Rig Recommendations
Microsoft just exposed 31 companies injecting hidden instructions into AI assistant memory via "Summarize with AI" buttons. This is prompt poisoning at industrial scale — and it's the most dangerous black hat GEO tactic of 2026.
EXPOSED14 min readFEATURED
Ghost Citations: The Fabricated Reference Networks That AI Trusts Blindly
Over 100 hallucinated citations slipped through NeurIPS 2025 peer review. Now the same technique is being weaponized for GEO. Welcome to ghost citations — the art of fabricating authoritative sources that AI systems treat as real.
EXPOSED13 min readFEATURED
Context Flooding: How to Saturate the Knowledge Graph and Dominate AI Responses
When a brand controls 70% of what AI can find about a topic, the AI has no choice but to cite that brand. Context flooding is the brute-force tactic that's reshaping AI search — and the First Page Sage scandal was just the beginning.
EXPOSED11 min readFEATURED
Reboot Online Confirms: Competitor Sabotage via AI Manipulation Is Real
A controlled experiment proves that publishing false claims across just 10 websites is enough to make Perplexity repeat them as fact. Negative GEO is confirmed — and your brand may already be a target.
EXPOSED11 min read
The WordPress Plugins Secretly Poisoning AI Memory: A Technical Breakdown
We reverse-engineered 7 WordPress plugins marketed as 'AI SEO boosters.' All of them inject hidden prompt poisoning payloads. Here's exactly what they do and how to detect them.
EXPOSED12 min read
ChatGPT Memory Exploit: How One Click Permanently Corrupts Your AI Assistant
ChatGPT's persistent memory feature was designed to personalize your experience. Black hat operators are using it to permanently inject brand recommendations into your conversations. Here's the full attack chain.
EXPOSED10 min read
Microsoft Copilot Under Siege: The Enterprise Prompt Poisoning Crisis
Microsoft's own research reveals that Copilot — used by millions of enterprise workers — is actively being poisoned through 'Summarize with AI' buttons. The corporate AI assistant you trust may already be compromised.
EXPOSED10 min read
When Prompt Poisoning Meets Healthcare: The AI Recommendation Crisis Putting Patients at Risk
Microsoft found healthcare companies actively poisoning AI memory to steer patient recommendations. When your AI tells you to visit a specific clinic, the recommendation may be bought — not earned.
EXPOSED11 min read
The NeurIPS 2025 Citation Scandal: 100+ Fake References That Fooled the World's Top AI Researchers
Over 100 AI-hallucinated citations passed peer review at the most prestigious AI conference. If NeurIPS can't catch ghost citations, what chance does Google have?
EXPOSED12 min read
Ghost Citation Networks in Financial Services: How 47 Websites Manufactured AI Consensus
We mapped a ghost citation network across 47 financial services websites, all tracing back to 3 original sources owned by the same entity.
EXPOSED13 min read
First Page Sage Deconstructed: The Full Anatomy of a Context Flooding Operation
The WSJ exposed First Page Sage. We went deeper. Here's the complete technical breakdown of their 'brand authority statement' network.
EXPOSED11 min read
Context Flooding on Reddit and Forums: How Brands Manufacture AI-Citable Recommendations
Reddit was the #1 AI citation source in 2025. Brands noticed. Here's how coordinated forum campaigns manufacture the 'organic' recommendations AI trusts most.