AI Search news and analysis on Web Pulse: 728 curated articles tracking the latest AI Search developments, tools, and research, updated continuously from vetted sources.
Neon has replaced the hosted search vendor behind the neon.com docs search box with a service built entirely on its own Neon primitives and powered by Lakebase Search, the company said. The new search runs as a standalon…
AI Overviews now appear on more than 80% of Google searches, up from 50% in June of last year and roughly 15% the year before, according to data from Semrush, SE Ranking and seoClarity. SE Ranking reported AI Overviews o…
ChatGPT's Instant Checkout converted purchases at roughly a third of the rate of purchases that sent shoppers to Walmart's website, Walmart executive Daniel Danker told WIRED, prompting OpenAI to shift focus from Instant…
STAT Director of Search Product Strategy Tom Capper told a webinar that brands should track AI answer mentions as entities rather than treating citation counts as the key performance indicator, arguing that citations hav…
Seogeoaeo.ai has exposed its Domain Overview traffic-estimate tool over both REST and MCP, letting agents such as Claude Code and Cursor request estimated monthly Google visits, ranking keyword counts and link metrics fo…
A developer reviewing an incident in a healthtech content system found that stale semantic search results stemmed from treating mutable document rows as the identity of immutable vectors, and outlined nine retrieval prac…
A developer built two open-source tools for the Hacktoberfest Open-Source AI Challenge: Permit, an Apache-2.0 spending-permit layer that sits between an AI agent and a payment, blocking over-limit or unapproved spend bef…
A developer has outlined a staged retrieval architecture for customer-support knowledge bases that uses explicit collections, bounded queries, and traceable source context to prevent answers from citing the wrong tenant,…
A developer outlines a two-stage semantic-search architecture for a support system that converts sales calls into CRM actions, using embeddings for broad recall and reranking only a short candidate list. The approach com…
A guide published on seogeoaeo.ai shows how to have a coding agent such as Claude Code, Cursor or Codex fill a competitor analysis CSV template using seogeoaeo.ai's tools, exposed over MCP at https://seogeoaeo.ai/api/mcp…
SEO/GEO/AEO tool provider seogeoaeo.ai now exposes its full competitor-analysis catalog over MCP and REST on every plan, letting AI coding agents select a tool, see its credit price, run it once and receive structured fi…
A developer built SlothVault, a local-first personal RAG utility that ingests unorganized notes into a vault and retrieves relevant entries via an open-weight agent. The project pairs the all-MiniLM-L6-v2 sentence-transf…
A developer behind Practical Web Tools, a free collection of browser-based utilities, added an llms.txt file to the site's root so AI assistants can map and accurately cite its tools. The markdown file describes the site…
A developer measured whether a top-1 retrieval score threshold can make a RAG system refuse unanswerable questions, testing MiniLM-L6-v2 cosine similarity and BM25 over 2,808 chunks of the FastAPI docs with 30 answerable…
SEO Wins (seowins.net) has launched a free, no-sign-up SEO audit tool that checks a single page's raw HTML for on-page, content, technical and structured-data issues and scores how readily AI answer engines such as Googl…
Calmstats launched a website analytics product that attributes each visit to the revenue it generates, matching Polar, Stripe, Whop and Shopify payments to the visitor and session that produced them. The company's sample…
Dr. Sahar Aligholizadeh Moghadam, a clinical psychologist at Rastak Neurotherapy Clinic in Ardabil, Iran, built a Python tool that generates per-destination editorial packets from a JSON profile and a list of source URLs…
A developer's writeup explains that reverse video search exists only as a DIY workflow, since major engines like Google Lens, Bing Visual Search, and TinEye accept images rather than video. The described pipeline samples…
A developer outlined a method for agentic search over a recursively clustered document corpus, in which an agent navigates a tree of labeled, LLM-summarized clusters top-down and runs vector or keyword search only inside…
A developer released DeepSearch, an open-source search engine built on DeepSeek's newly launched search API, with source code posted to GitHub at github.com/try-works/deepsearch. DeepSearch stores user API credentials or…