Structured Data news and analysis on Web Pulse: 342 curated articles tracking the latest Structured Data developments, tools, and research, updated continuously from vetted sources.
Snowflake introduced Horizon Context, a governed context layer inside Horizon Catalog that collects metadata, enriches it with business meaning and serves it to people, BI tools and AI agents. Metadata connectors for 18 …
The maintainer of GEO Doctor released an MIT-licensed checker that diagnoses why AI search crawlers cannot read a website, testing four conditions: robots.txt rules blocking search crawlers such as OAI-SearchBot and Perp…
Cloudflare released Clairic on October 19, a Workers AI extraction model (identifier `@cf/cloudflare/clairic`) that returns typed values from a supplied schema instead of generating text, and Cloudflare's own benchmark o…
HP cut audience-creation time from 2-3 months to 2 hours, reduced customer data platform costs by up to 40% and expanded available marketing data by 90% by rebuilding its marketing data foundation on Databricks CustomerL…
AgentBadge now publishes every article on agentbadge.xyz as a typed JSON Knowledge Object (KO v1) with claims linked to evidence, Q&A and live actions, connected in a knowledge graph exposed through two MCP tools, search…
Amazon Bedrock now supports structured outputs for all Anthropic Claude models on both the bedrock-runtime and bedrock-mantle endpoints, enforcing a supplied JSON schema during token generation through constrained decodi…
The 10ML team has launched a free, read-only public MCP server that exposes its curated 10ML Fragrance Index to AI assistants, letting Claude, Cursor and VS Code answer perfume questions with real note pyramids, accords …
HQL (Hyper Query Language), a statically typed functional query language for data, knowledge graphs and AI workflows, has been released with documentation at hql.hypermarkdown.org. HQL combines pipelines, pattern matchin…
A developer outlined an approach for evolving LLM reviewer prompts without schema migrations, warning that changing a system prompt's evaluation criteria can silently shift the meaning of JSON fields even when keys and t…
Cloudflare launched Clairic on October 19 as a Workers AI preview model that converts unstructured text and images into typed values such as invoice totals, dates, durations and forecasts, priced at $0.10 per million inp…
A developer has proposed an API-based "AI Citation Registry" architecture to sit between California's GovTech publishing providers and AI platforms, preserving authority, jurisdiction, provenance, and attribution metadat…
California's Delete Act now requires registered data brokers to access the DROP deletion platform and process residents' opt-out requests at least once every 45 days as of Aug. 1, 2026, according to the California Privac…
The Data Intelligence Lab at the University of Hong Kong (HKUDS) released CLI-Anything, an open-source tool that generates command-line harnesses letting AI agents drive real software such as Blender, GIMP, LibreOffice, …
A developer tested Google's LangExtract 1.7.1 against a custom OpenAI-compatible gateway and found that the library routes models by regex on model_id, sending names like qwen and gpt-oss to its Ollama provider and faili…
A developer outlined a method for getting AI assistants and answer engines to describe a company's product accurately, centered on publishing a single clear source-of-truth page and making every other web mention agree w…
A new study analyzing 158,099 answers and 468,037 citations collected over 90 days, from 24 June to 21 September 2026, finds that AI citations in engines like ChatGPT, Gemini and Perplexity are driven mainly by what the …
A checklist published on the author's site lays out eight steps for making a website readable and citable by AI crawlers and agents, each paired with a shell-command test, drawing on 18 days of the site's Cloudflare logs…
A first-party audit of one website's Cloudflare logs from 30 September to 17 October 2026 found that no verified AI or search crawler fetched the site's llms.txt file in 17 days, while plain HTML pages drew 15,431 reques…
Reza and the Serpair team published a findability checklist for newly launched startups, covering WebSite and Organization structured data, robots.txt rules for AI crawlers such as OAI-SearchBot and PerplexityBot, and fi…
A developer maintaining a pinyin chart site found that Bing indexed the page as containing only four syllables because the 199-syllable table was rendered client-side, leaving crawlers with an empty table element. The fi…