AI Search news and analysis on Web Pulse: 731 curated articles tracking the latest AI Search developments, tools, and research, updated continuously from vetted sources.
A developer rebuilt the website for A1 Organizasyon, an Istanbul holiday and Ramadan lighting manufacturer, structuring its catalog of 21 product groups, 232 model families and 666 variants around machine-quotable facts …
Google split its Search Console Web search type into text-based and multimodal on September 24, 2026, adding a filter that counts traffic from Lens, Circle to Search on Android, image uploads to Google Search and Chrome'…
Perplexity AI launched a free Fast Search feature for the Hermes Agent platform, available across all Nous Portal tiers, according to NousResearch. The feature is intended to make web searches quicker and more efficient …
Yonik Seeley, the creator of Solr, released Luxir, an open source hybrid search engine written in modern C++ under the Apache License 2.0, offering full-text search, vector search, faceting, and analytics over gRPC or HT…
Google says its Lens visual search tool now handles more than 25 billion queries per month, up from the nearly 20 billion it cited in an October 2024 update, with roughly 20% of those searches showing commercial intent. …
SEO practitioner Dejan published a reproduction of Google's query fanout research, training a vector-based diffusion model that replaces text fanouts with embeddings for document retrieval and releasing it on Hugging Fac…
Google announced Retrieve-for-Train-Diffusion (R4T), a three-stage query fan-out framework built on a 53.9M-parameter diffusion model that the company says delivers a 12 to 20 speedup over autoregressive approaches. Goog…
A team building an MCP gateway measured 73 MCP-related search phrases using paid keyword data, finding they total 42,270 monthly searches, with the top three phrases ("model context protocol," "mcp protocol," "a2a protoc…
A developer who builds Next.js and Laravel sites and handles post-build SEO work describes how a bug in his own portfolio's FAQ schema mislabeled project industries as countries, illustrating that SEO-friendliness is det…
A developer improved their website's machine readability for AI answer engines by repeatedly asking ChatGPT, Claude and Perplexity to fetch and summarize pages from ihatereading.in, fixing the site each time retrieval fa…
A developer built perplexity-pro-mcp, an open-source MCP server that connects Claude Desktop and Claude Code to Perplexity Pro using session cookie credentials instead of a paid search API. The server exposes tools for r…
An agent's decision to search a data store or answer from model memory usually rests on a single hand-written description that goes stale as users add and delete files, according to an analysis priced against a productio…
Researchers submitted a paper to arXiv on 18 Sep 2026 proposing the Semantics Delivery Network (SemDN), an origin-authorized, hierarchical edge substrate that indexes, searches, and smart-caches web content at chunk gran…
Developer Angelotc released antigravity-seo, a Go-based SEO and Generative Engine Optimization suite for Google Antigravity that replaces Python/Playwright runtimes with a single Go binary called seo-engine. The project …
The UK Competition and Markets Authority is consulting on criteria that AI assistants such as ChatGPT and Perplexity must meet before they can appear on Google's search choice screens, meaning no AI provider is guarantee…
A developer published a JXA script that queries macOS Spotlight's CoreSpotlight indexing pipeline to report semantic search readiness, exposing the same XPC request used by CSSearchableIndex's fetchIndexingPipelineOveral…
A preregistered field experiment with 1,100 US participants found that routing all searches into Google AI Mode cut external publisher clicks by 18.8 percentage points versus standard Google Search, with news site clicks…
Total CMS released version 3.6.0 on 24 September 2026, adding a one-line SEO head call, content versioning with undo, inline editing, a video field, and podcasting support. The release introduces the `{{ cms.seo.head(pag…
A developer argues that hallucinations in large language models stem from pretraining's next-token prediction rather than RLHF alone, citing TruthfulQA research showing pre-RLHF base models like GPT-3 and GPT-2 confident…
A developer demonstrated that three queries run minutes apart against ZoomEye's internet-wide dataset returned 161,907 hosts answering on TCP port 102, 95,749 devices classified as PLCs, and just 173 assets positively fi…