Research
How AI search actually works. Based on patents, official documentation, and what Google and OpenAI are really building.
AI Engineer Salary: What the Market Actually Pays in 2026
AI engineer salaries range from $153K average base to $819K+ total comp at top labs. Real 2026 data from Levels.fyi and Indeed, broken down by company and level.
· AI Overview Statistics: What the Data Says About Google's AI Search Feature
Key AI Overview statistics from Ahrefs, Semrush, and Pew Research: frequency, CTR impact, query types, and source-selection patterns. Updated 2025.
AI Product Manager Salary: What PMs Earn at Top AI Companies in 2026
Verified AI product manager salary data for 2026: median $228K across tech, $860K at OpenAI, $550K at Meta. Breakdown by company, level, and location.
AI Salaries: What Every Role Pays in 2025 (With Real Data)
AI salaries range from $106K for prompt engineers to $1.28M+ at OpenAI. See verified pay by role, company, and level from BLS, Indeed, and levels.fyi.
AI SEO Benchmark Report: How to Measure Brand Visibility Across AI Engines
A methodology for benchmarking AI SEO performance. Track citation rate across ChatGPT, Perplexity, and Google AI Overviews with a repeatable scoring framework.
Anthropic Salary: What Employees Actually Earn in 2026
Anthropic salaries range from $199K to $920K total compensation. See verified role-by-role data for engineers, PMs, researchers, and how it compares to OpenAI.
How AI Search Works: Google AI Overviews, ChatGPT, and Perplexity Explained
How AI search engines retrieve, synthesize, and cite sources. Understand the mechanics behind Google AI Overviews, ChatGPT Search, and Perplexity to get your brand cited.
Is SEO Dead? What the Data Actually Says in 2025
Is SEO dead? Google still controls ~90% of searches and sends 345x more traffic than ChatGPT combined. Here is what the data says about SEO in 2025.
Machine Learning Engineer Salary: 2026 Benchmarks by Level, City, and Company
Machine learning engineer salaries range from $70K to $318K+ in the US. See verified 2026 benchmarks by experience level, city, company, and AI engineer premium.
Prompt Engineer Salary: What the Data Actually Shows in 2026
Prompt engineer salary averages $106K-$125K in the US, with top employers paying $230K. Verified data from Indeed, talent.com, and H1B filings.
The AI Citation Framework: 4 Signals That Get Your Brand Cited
The 4 signals that determine whether AI systems cite your brand. Based on patents, official guidance, and what Google and OpenAI actually reward.
Google and Microsoft Finally Agree on Something
We analyzed everything Google and Microsoft published about AI search in 2025. Here's the surprising truth: they agree on almost everything, and it's not what the SEO hype machine is selling.
13 Patents That Show Where AI Search Is Actually Going
Everyone's speculating about AI search. We read the patents instead. 13 filings from Google and OpenAI reveal where this is actually going, and it's weirder than you think.
Why AI Might Be Citing Your Outdated Content
AI doesn't rank your pages. It clusters them and picks ONE to cite, possibly an outdated version. Here's the weird citation behavior you need to understand.
Google Has 25 Years of Search. OpenAI Has 2. Who Wins?
ChatGPT vs Google search: one has 25 years of search history, the other is building from scratch. We analyzed their strategies to see who wins.
OpenAI Is Paying $405K for Search Engineers. Here's What That Tells You.
OpenAI is paying $405K for search engineers. Google is paying $349K. When you follow the money, you learn where AI search is actually going.
Your Traffic Is Down. Your Conversions Are Up. That's AI Search.
Your traffic is down. Your conversions are up. If that's happening, you're seeing AI search work. Here's why clicks stopped being the metric that matters.