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 from Flash Ship explains that modern search engines and AI chatbots like ChatGPT, Perplexity, and Gemini no longer rely on keyword density or literal word matching. Instead, they use vecto…
A developer explains that Shopify stores face a new visibility challenge as AI answer engines like ChatGPT and Perplexity replace traditional search indexing. Unlike Google's index, which returns rank…
A developer built a modular CLI tool called 'research-loop' to automate web research, addressing the inefficiency of manually collecting and synthesizing information from browser tabs. The tool runs a…
A developer launched a free AI visibility tracker that monitors presence across ChatGPT, Gemini, Claude, Perplexity, and Google's AI Overviews, offering dashboards, graphs, and scheduler tools as a br…
Google has been silently downloading its 4GB Gemini Nano AI model onto Chrome users' devices without consent since at least April, while a malicious Chrome extension disguised as Perplexity AI logged …
IndustryLens launched a Model Context Protocol (MCP) server that lets users query competitive intelligence data—including pricing, positioning, ads, hiring, reviews, and news—directly from AI tools li…
Snap to AI, a new macOS utility, lets users capture screenshots and send them to AI tools like Claude, ChatGPT, and Gemini with a single keystroke. The app offers a 7-day free trial followed by a $9 o…
A developer explains that writing content for AI search engines like ChatGPT and Perplexity requires a shift from traditional SEO to earning direct citations. The key properties for citable content ar…
WWD Sourcing Journal reported on June 29, 2026 that AI is restructuring global retail infrastructure, with agentic browsers and Generative Engine Optimisation (GEO) shifting purchasing decisions to st…
CallRail analyzed nearly 30 million inbound leads and found that AI platforms are generating a small but growing share of customer calls, creating a new attribution challenge for marketers. The compan…
Berlin-based Peec AI is raising new funding at a $200M pre-money valuation, double its worth eight months ago, as it bets on generative engine optimization (GEO) replacing traditional SEO. The startup…
A developer argues that AI search readiness is distinct from traditional SEO, focusing on being cited as a source in AI-generated answers rather than ranking in link lists. Key differences include the…
AI crawlers from OpenAI, Anthropic, Google, Common Crawl, and Perplexity are now common in server logs. A developer at AEO Checker explains how to audit robots.txt and CDN settings to avoid accidental…
A developer tested four AI models—ChatGPT, Claude, Gemini, and Perplexity—on database recommendations for 2026, finding that Neon emerged as the default pick over incumbents. The analysis shows that A…
A small Home Assistant blog received 18,209 AI crawler requests in nine days, accounting for 5.2% of total traffic. The majority came from ChatGPT-User (6,687 requests), which performs live fetches fo…
ContextVault 1.3 unifies browser conversations, terminal sessions, and coding-agent decisions into a single searchable local context engine. The tool, built by developer Ali Abd, captures context from…
A developer outlines a roadmap for moving beyond AI hype to build practical skills, emphasizing transferable abilities like prompt engineering, critical thinking, and strong software fundamentals. The…
A developer demonstrated that answer engines like ChatGPT, Claude, and Gemini can accurately retrieve and credit specific technical concepts from his open-source Sovereign Systems Specification withou…
Insiders from buzzy startups including Perplexity, Kalshi, Replit, Harvey, and Lovable shared tips for job seekers, advising them to join user communities, do deep research, flex creativity, show star…
LLMs decide which ecommerce brands to recommend based on entity recognition from training data, not real-time crawling. For Shopify stores, visibility requires consistent entity definition across plat…