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 developer analyzed how four major AI search engines—ChatGPT, Perplexity, Gemini, and Google's AI Overviews—retrieve and cite sources, revealing distinct citation patterns. ChatGPT cites only about 1…
AI-native startups have compressed growth timelines dramatically, with Cursor reaching $100M ARR in 12 months and Lovable in 8 months, while non-AI companies like Ramp and Grüns achieved comparable hy…
Surfer SEO offers a dual SEO and AI-Search scoring engine that outperforms older tools, but its AI writer fabricates authority claims and most features are locked behind higher paywall tiers. The tool…
A developer introduced AIchain Agent, a framework that enables AI models to plan, execute, and reflect on tasks dynamically rather than following a fixed chain of steps. The agent uses an orchestrator…
Three signals in the same week confirm that Generative Engine Optimization (GEO) is overtaking traditional SEO as AI-generated answers replace search result clicks. SparkToro data shows fewer than one…
As of June 2026, no mainstream AI agents call WebMCP tools, relying instead on DOM scraping or pixel clicking. A developer argues that shipping WebMCP today is low-cost and creates a valuable option f…
Perplexity released a new memory system called Brain that will serve as a shared connective layer across its core products, including Perplexity Search, the Perplexity Computer agent, and the Comet br…
Despite a wave of criticism declaring MCP dead, the protocol's automatic update mechanism gives it a crucial advantage over CLI-based skills, which require user action to stay current. Critics cite co…
Crescendo launched Sonar, an agentic platform that automates consulting for local and mid-market businesses by analyzing their online presence across Google, AI assistants, and competitor benchmarks. …
Jeremy Howard from Answer.AI proposed llms.txt, a Markdown file placed at a domain root to describe a site for AI consumption. Unlike robots.txt or sitemap.xml, which are used by continuous crawlers, …
AI assistants like ChatGPT and Perplexity now drive significant referral traffic to Shopify stores, but most of that revenue is misattributed to Direct or Organic channels due to stripped referrer hea…
Perplexity launched Brain, a self-improving memory system for its Computer agent that builds a context graph of the agent's work and learns overnight to improve performance. Brain remembers what the a…
Adobe launched Brand Visibility, a generative engine optimization tool that helps businesses track and improve their brand presence across AI search engines like ChatGPT, Google AI Mode, Microsoft Cop…
A new practical guide outlines how to track and improve content visibility in ChatGPT responses, shifting from traditional Google-style ranking to monitoring citation patterns across repeated AI inter…
AEOLyft, an AI search optimization vendor, published a framework for AI Search Optimization (AEO) via European Business Review, positioning it as distinct from traditional SEO by focusing on knowledge…
Perplexity CEO Aravind Srinivas says fear of failure is 'the stupidest thing' holding people back, urging a focus on offense and risk-taking. Srinivas, who grew up in a lower-middle-class family in In…
Adobe on June 17 launched Adobe Brand Visibility, a tool combining Semrush AI data with Adobe content tools to help brands monitor their presence in AI-generated results across platforms like ChatGPT,…
Yait_aichain, an open-source AI pipeline framework, introduces a modular tool system for search, document conversion, and embeddings. The framework keeps its core dependency surface small, shipping on…
A new survey reveals that 60% of US consumers find AI in brand messaging a turnoff, and 61% cannot name a brand using AI well. The findings highlight growing 'bot fatigue' and a less human internet, w…
The AI tool industry has converged on a $20-per-month price ceiling, with ChatGPT Plus, Claude Pro, Google AI Pro, Cursor, and Perplexity Pro all at or near $20. A price war that finished quietly has …