stackscope

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1. 10/12/2026

   Updated: best for, features, limitations, sources, summary, use cases, walkthrough

   See recorded changes

   bestFor

   Before: ["Businesses seeking early leads by monitoring new websites in their market or technology sector.","Analysts tracking technology adoption trends and market share among newly launched websites."]

   After: ["Vendors and agencies seeking timely leads on new websites using specific technologies or keywords."]

   features

   Before: ["Alerts called Stackdar that notify users about new launches matching specific technologies or keywords via email, Slack, or webhook.","Explore feature to pick slices of the corpus by technology, product type, country, launch type, and date range, showing aggregated data and sample lists.","Spreadsheet downloads of filtered launch data available from the user account, counting against the monthly launch allowance.","API access to query launch data, including domain lookup returning launch record, technologies detected, hosting, quality score, and AI readiness.","Integration with AI assistants like Claude, ChatGPT, and Cursor via MCP client for natural language queries."]

   After: ["Alerts for new websites matching watched keywords, technologies, or competitor names.","Delivery of new site data via email, Slack, or webhook.","Lookup API to query new site data and download matches as spreadsheets."]

   limitations

   Before: ["Alerts only fire on real launch-time detections, not on backfilled data, so historical launches are not alerted.","The every-launch stream is only available on the Firehose plan and delivers data via webhook or Slack, not email, due to high volume."]

   After: ["Contact details provided are only public business contacts, never named individuals.","During free trials, some features like published contact details and extended pages view are not included."]

   sources

   Before: [{"url":"https://stackscope.dev/","label":"New businesses, the week their website goes live | StackScope.dev"},{"url":"https://stackscope.dev/data","label":"StackScope Data | StackScope.dev"},{"url":"https://stackscope.dev/features","label":"What you get | StackScope.dev"}]

   After: [{"url":"https://stackscope.dev/","label":"New businesses, the week their website goes live | StackScope.dev"},{"url":"https://stackscope.dev/data","label":"StackScope Data | StackScope.dev"}]

   summary

   Before: "StackScope is a service that tracks new websites as they go live, providing data on their technologies, keywords, and contact details. It offers multiple access methods including alerts, API, spreadsheet downloads, and an AI assistant integration."

   After: "StackScope is a service that discovers new websites as they go live, providing details about the technologies they use and contact information published by the sites. It enables users to watch keywords, technologies, or competitors to receive alerts and data about new sites matching those criteria, delivered via email, Slack, or webhook."

   useCases

   Before: ["Vendors use StackScope to watch competitors' technology choices in the week new sites launch, gaining timely market insights.","Agencies use it to find new sites in their country running specific technology stacks for outreach purposes."]

   After: ["Vendors monitor competitors by watching technologies used in new launches to identify when a competitor's tool is chosen.","Agencies find new sites in their country using specific technology stacks to target outreach in the week sites go live."]

   walkthrough

   Before: ["Set up a watch by choosing keywords or technologies to receive alerts on new matching sites via email, Slack, or webhook.","Use the Explore feature to select filters like technology, product type, country, and date range to view aggregated data and sample sites.","Download filtered launch data as spreadsheets from the user account, counting against the monthly launch allowance."]

   After: ["Set a watch on a keyword or technology to receive alerts on new matching sites as they go live.","Receive alerts via email, Slack, or webhook with details of new sites and their contact information.","Use the Lookup API or download spreadsheets to analyze or integrate new site data."]