Blog

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  Research · September 3, 2026

  AI coding platforms are building the boring internet

  Across a crawl of 20.7 million hosts, Village identified 87,003 live sites managed by Lovable, Replit, Base44, v0, and Bolt. Most of the visible ones are real businesses or working products, yet none rank among the web's 10,000 most-visited sites.

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  Product · September 13, 2026

  Live previews for charts and research apps

  Open interactive charts and small apps in your workspace, with shared components and previews that update as the agent edits.

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  Research · September 8, 2026

  E-commerce’s competitive map: scale, specialization, and AI

  WooCommerce and Shopify lead by host count; Salesforce stands out among popular sites. Sites linked to AI builders can draw product data from Shopify.

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  Research · September 8, 2026

  The concentration behind observability’s web presence

  Village’s study of 25.7 million web hosts reveals how three shared platforms can reverse Datadog’s apparent lead over New Relic.

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  Product · August 31, 2026

  Agents can now request and save API keys

  Enter third-party API keys through a masked form, then manage saved keys in workspace settings for use by agents and monitors.

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  Product · August 20, 2026

  Explore web technology usage across 25 million hosts

  Investigate analytics, hosting, and other technologies across more than 25 million hosts, with observed signals you can inspect behind each match.

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  Product · August 18, 2026

  Village is now available in Claude and ChatGPT via MCP

  Delegate research to your Village workspace from Claude or ChatGPT, check progress, and retrieve results in the same conversation.

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  Product · July 22, 2026

  Satellite imagery timelines for site research

  Compare public satellite images of a site over time in an interactive timeline, with cloud screening and consistent image alignment.

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  Product · July 16, 2026

  Start and continue research by email

  Email a question to your workspace agent, receive its reply in the thread, and send follow-up requests from your inbox.

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  Product · July 8, 2026

  Schedule recurring research reports with Village monitors

  Schedule an agent to research a subject, retain findings and sources, and write cited reports that build on previous runs.

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  Product · June 19, 2026

  Daily email digests for monitor alerts

  Receive triggered monitor alerts, charts, and links in one daily email, with a send time and workspace recipients you choose.