Lucy Kim, founder of Karma.Domains, describes auditing link-building donor databases through the Karma.Domains MCP server, which lets AI assistants run live-check tools for authority, traffic, spam sc…
Semrush released an expanded 2026 AI Visibility Index analyzing 126 million AI search prompts, finding that the brands AI systems mention and the websites they cite frequently diverge. Across ChatGPT …
A developer audited 15 top-ranking guides on LLM SEO, AI visibility, and ranking in ChatGPT, finding that none of the five schema-markup guides cited a source for claims that structured data drives AI…
A developer outlined a repeatable method for measuring whether AI answer engines such as ChatGPT, Perplexity, Claude, Gemini, and AI Overviews cite a website, arguing that citations differ from tradit…
Semrush published a mini study within its AI Visibility Index initiative comparing how AI platforms cite sources for Your Money or Your Life (YMYL) queries versus everyday commercial queries. The rese…
Semrush Traffic Analytics estimates that chatgpt.com received about 1.09 billion US visits in July 2026, a 48.38% year-over-year increase, while bing.com referrals fell roughly 50.43% and Google's dir…
A developer's guide outlines the technical steps for getting a site cited in Google AI Overviews, the AI-generated summaries powered by Gemini that appear above traditional search results. The post ar…
The Alibaba.com GEO Research Team published a practical checklist for generative engine optimization (GEO), outlining how to make websites crawlable and citable by AI assistants like ChatGPT and Gemin…
Semrush's mini study reveals that ChatGPT and Google AI Mode create different brand visibility landscapes, with ChatGPT tending to surface a broader set of brands and sources while Google AI Mode focu…
Common Crawl's July 2026 crawl (CC-MAIN-2026-30) recorded 598,298 responses to /llms.txt and /llms-full.txt seed requests, of which 14,191 were empty, leaving 584,107 files analyzed for spec complianc…
OpenSEO, an MIT-licensed open-source SEO tool with 14,500 GitHub stars, is not a true alternative to Ahrefs or Semrush but a front end and MCP server over DataForSEO's wholesale API, owning no index. …
A developer analyzed approximately 1,000 keywords using Python, LangChain, and LLM APIs to investigate the relationship between Google AI Overviews and organic search rankings. The research, published…
ChatGPT referral traffic in 2026 varies widely by measurement, with SE Ranking placing it at roughly 0.32% of worldwide referral traffic in May 2026, while Previsible's sample of 6.77 million LLM-driv…
Skills Wiki, a new platform, lets users connect their AI chatbots like Claude, ChatGPT, and Gemini to live data from tools such as Shopify, Semrush, GA4, and HubSpot via a single URL, with over 130 sk…
Prompt optimization for brands is the systematic design, testing, versioning, and evaluation of prompts and prompt contexts so AI answer engines accurately mention, recommend, and cite a brand, accord…
Semrush and Ahrefs lead the 2026 market for AI-powered SEO tools, with Semrush ONE bundling over 50 tools including an AI Visibility Toolkit that monitors brand mentions across ChatGPT, Perplexity, Ge…
A developer compared 15 LLM visibility tracking tools, distinguishing LLM observability from LLM visibility, and found that citation overlap between engines on the same prompt is under 30%. The analys…
LLM Pulse offers the deepest AI visibility API with 73 paths, 82 operations, and 300 requests per minute, the only one that reaches answer text, individual cited URLs, and first-party Search Console d…
LLM Pulse's MCP server offers the largest dedicated AI visibility tool set with 85 tools (52 read, 24 write), the only one where an agent can create prompts and competitors as well as read them, accor…
An engineer at ATI Lab built a DIY AI visibility tracker in about 200 lines of Python that polls Google AI Overviews for a fixed prompt set, records cited domains and organic positions, and writes dat…