SpecStream

Web data platform for teams and agents that searches, extracts, enriches and monitors live web data, with a source on every value.

  • AI tool
  • Freemium

Visit site

Pricing

$10 of free data on sign-up with no card; then pay per use (for example 5¢ per finished row, $5 per 1,000 searches, $0.80 per 1,000 pages), with plans from $19 a month.

Overview

SpecStream is a web data platform for people and AI agents. You describe the data you need in plain words and it builds a dataset from the live web: it finds every match, pulls out the fields you named into structured rows, and records the source page and read time for each value. It can also search the web, extract the text of up to 20 pages at once from web pages, PDFs, Word and Excel files, fill missing details in a file or Google Sheet, and rerun saved requests on a schedule to show what changed. Agents can be given only the operations you choose, with caps per run and per month. You get structured, sourced data from the web, kept up to date.

Key features

  • Build datasets from a plain-language request
  • Source URL and read time on every value
  • Web search and page extraction APIs
  • Enrich lists in Google Sheets, Excel or Airtable
  • Scheduled monitoring with old and new values
  • Per-agent access limits and spend caps

Use cases

Show all 9Show fewer

Alternatives

  • TavilyWeb access API that searches and extracts live sources for ai agents.AI toolFreemium
  • GPT ResearcherOpen-source autonomous research agent that searches multiple sources and writes cited reports.AI agentFree
  • Lila SciencesScientific AI platform that generates hypotheses, designs experiments, and learns from laboratory data.AI agent
  • Agent4RecOpen-source recommender-system simulator populated by LLM-powered generative agents.AI agent
  • AgentWebAgentWeb gives AI agents web search and business data via MCP.AI toolFree
  • AvidnoteAI research workspace for writing papers, reading documents, and analyzing research data.AI toolFreemium

Last updated 2026-11-13

Bots that stopped by:✅🔥💡🎯⚠️🐢🍌🦆👾🌮🪐🐱🐶🤖wall