Perplexity is an AI search engine that answers questions with cited sources, combining LLM reasoning with live web search. It is positioned as an alternative to traditional search engines.
A new data-driven approach to measure LLM brand visibility across AI engines like ChatGPT, Perplexity, and Gemini is outlined, using a fixed prompt set and the Apify Google Search Results Scraper to c…
A developer used Claude Mythos to build BrandLM, a startup that audits brand visibility across AI answer engines like ChatGPT, Claude, Perplexity, and Google AI Overview, in one day. The tool generate…
A developer argues that traditional SEO is no longer sufficient and introduces a framework combining SXO, CRO, GEO, AEO, and AI Overviews to optimize for user experience, conversions, AI understanding…
Perplexity chief business officer Dmitry Shevelenko discussed the company's evolution from an AI answer engine to a platform for AI agents and digital coworkers, emphasizing accuracy as a defining pri…
James, a new developer, built QuarterPerfect, a bookkeeping app for UK sole traders and landlords, using AI tools like Claude and Perplexity to navigate compliance with HMRC's MTD ITSA rules. The app …
BizChecker AI launches a tool that uses six independent AI models to stress-test startup ideas, returning a structured report with competitor map, financial model, and GO/NO-GO verdict in about five m…
A marketing director discovered her company ranked on page one for 14 of 15 target keywords on Google but was completely absent from ChatGPT's vendor recommendations. This highlights a blind spot in m…
Perplexity CEO Aravind Srinivas says the key to building a $20 billion AI startup is embracing the fear that competitors will copy your idea, using it as motivation to move fast and build a unique ide…
Angeo has released a free, open-source Magento 2 module that measures a store's brand visibility in AI assistant responses from ChatGPT, Claude, Perplexity, Gemini, and Groq. The module runs brand-pro…
AI prompt patterns vary significantly across industries, with healthcare users employing detailed, symptom-driven narratives, B2B buyers using analytical, ROI-focused queries, and ecommerce shoppers c…
AI Verdict launches a browser extension that queries ChatGPT, Claude, Gemini, and Perplexity simultaneously from a single interface, eliminating the need to switch between tabs. The tool displays all …
Perplexity has upgraded its Deep Research feature by integrating it into Computer, a multi-model orchestration system that routes complex research tasks across 20+ frontier models. The system now brea…
A study from Princeton and the University of Washington found that AI shopping agents frequently recommend more expensive sponsored products over cheaper, better-matched alternatives. Testing 23 langu…
A study of 12 athleisure brands across five AI platforms found that strong Knowledge Graph recognition does not guarantee AI recommendation, with mid-tier brands showing the largest gap between being …
A new working research study from Perplexity and Harvard, analyzing 10,000 matched query pairs over a 90-day period, found that AI agents autonomously execute 26 minutes of machine work per session co…
Small and medium-sized businesses that adopt AI assistants like ChatGPT, Claude, and Grammarly gain significant efficiency but expose proprietary data to security risks, as 30% of firms already distru…
Doola MCP is now live inside Vercel, enabling developers to form a US LLC in the same session where they build and deploy their projects. The integration allows founders to incorporate their business …
On March 9, 2026, a federal judge granted Amazon a preliminary injunction against Perplexity AI, ruling that Amazon was likely to succeed on claims that Perplexity's Comet shopping agent violated the …
A developer building multiple AI products found that creating more content and optimizing for SEO no longer drives traffic, as users increasingly get answers from AI systems like ChatGPT and Perplexit…
A developer has outlined a four-layer "AEO stack" for Magento 2 stores to achieve visibility with AI assistants like ChatGPT, Claude, and Gemini in 2026. The stack prioritizes proper `robots.txt` conf…