AI Visibility
Generative engine optimization (GEO), AI-search strategy, and field notes on how brands get cited across ChatGPT, Grok, Claude, Gemini, Perplexity, and AI Overviews.
RankBits vs Profound: An Honest AI Visibility Tool Comparison (2026)
RankBits and Profound sit at opposite ends of the AI visibility market. One is a $1B unicorn serving 10% of the Fortune 500. The other is a bootstrapped tool that starts at $0. Here's an honest, no-holds-barred comparison of engines, pricing, features, and which tool fits which buyer — with charts, a radar comparison, and the things neither marketing page will tell you.
RankBits vs Otterly: An Honest AI Visibility Tool Comparison (2026)
RankBits and Otterly both track AI search visibility at accessible prices. But they're built for very different buyers. Here's an honest, data-backed comparison covering engines, pricing, GEO audits, API access, and where each tool actually wins — with charts, a radar comparison, and the things neither marketing page will tell you.
RankBits vs Peec AI: An Honest Comparison of AI Visibility Tools (2026)
RankBits and Peec AI both track how AI engines cite your brand. But they're built for different buyers. Here's an honest, data-backed comparison covering engines, pricing, API access, free tiers, and where each tool actually wins — including the things neither marketing page will tell you.
How to Track Brand Mentions in Perplexity with the Agent API
Perplexity now points developers at the Agent API, not Sonar. Here's a complete Python brand-mention tracker built on POST /v1/agent — with real measured output, costs, the retrieved-vs-cited gap, and the volatility problem nobody warns you about.
How to Track Brand Mentions in ChatGPT with the OpenAI API
Learn how to track brand mentions in ChatGPT using the OpenAI Responses API with web search. Full Python code, real output, and a comparison of DIY vs. dedicated AI visibility tools like RankBits.
Prompt Research: How to Find What Your Customers Actually Ask AI (2026 Guide)
2.5 billion prompts hit ChatGPT every day — and no keyword tool can see them. Here are 12 proven ways to find the exact questions your customers ask AI: customer surveys, GSC regex filters, Reddit mining, query fan-out tools, prompt databases, and how to turn 200 candidates into a tracking set that matters.
Peec AI vs Semrush AI Toolkit: Which AI Visibility Tool Is Better in 2026?
Peec AI vs Semrush AI Toolkit compared for 2026: pricing, prompt tracking, AI engines, citations, reporting, agencies, and a free RankBits demo scan.
Nightwatch AI Alternatives: 7 Best AI Visibility Tools in 2026
Compare the best Nightwatch AI alternatives in 2026, including RankBits, Peec AI, Otterly, Semrush, Ahrefs, SE Ranking, and Profound. See pricing, AI engines, citations, prompts, SEO features, and best-fit use cases.