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SpecStream

Claimed

Turn plain-language requests into sourced, monitored live-web datasets

From $19/mo flat, billed monthly (free plan available)
Freemium Data & Databases ETL & Data Pipelines
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Tracked since 2026

The Bottom Line

Best for
Teams and AI agents that need structured records from the live web, through MCP, the API, Sheets, a CRM or Slack.
Price
From $19/mo flat, billed monthly (free plan available). Compare plans

Key facts

  • New accounts start with a work credit, no card. Rows are billed at different rates, and only delivered rows are billed.
  • Source URL and read time on every value. A record that fails a condition you wrote is not delivered.
  • Hosted in the EU (Madrid), encrypted in transit and at rest, under a GDPR data processing agreement.

Not for

Teams that need an install on their own servers. SpecStream is a hosted service.

What is SpecStream?

Ask for any dataset in plain words, and SpecStream builds it from the entire live web: every match found, extracted and enriched into structured records, then monitored for change. It runs through the API and MCP, and inside Sheets, CRMs, Slack, n8n, Zapier and the other tools teams already use. Source URL and read time on every value.

Available on: Web, CLI, API

Data compiled by Toolradar Pricing checked · How we evaluate
Source specstream.ai

Preview

Key Features

  • Any dataset from a request in plain words
  • Each condition checked on every record; a record that fails is not delivered
  • Source URL and read time on every value
  • Facts from many sites joined into one record
  • The most a run can cost, approved before it runs
  • Billed per delivered row: 5¢, 15¢ or $1
  • Sheets, Excel, CRMs, Slack, Teams, Zapier, Make, n8n and webhooks

Pricing Plans

Free Trial

Pricing checked Nov 4, 2026. Source: specstream.ai/pricing, read Nov 4, 2026

SpecStream plans and prices, checked November 2026
Plan Price Details
Free

Free

  • $10 of work for the first 30 days, once
  • 1 member
  • No credit card required
Pro

$19 / mo

  • $19 of work each month
  • 1 member
  • 10 lists kept current
Scale

$99 / mo

  • $99 of work each month
  • 10 members
  • 50 lists kept current
Team

$499 / mo

  • $499 of work each month
  • 50 members
  • 250 lists kept current
Enterprise

From $2,500/mo

  • Unlimited members
  • Unlimited lists kept current
  • Single sign-on, SCIM and audit log export
+1 more
  • Agreed terms
Pay as you go

$10 minimum top-up

  • For occasional lists
  • Top up dollar for dollar
  • Balance never expires
Calculate your cost View full pricing
Full SpecStream pricing: every plan and alternatives

How SpecStream's pricing compares

SpecStream starts at $19/mo flat for the whole organisation. Its direct competitors are priced on a different basis (per user, or in another currency), so each entry price below is shown with its own unit and currency and is not ranked against the others.

SpecStream
$19/mo flat, whole organisation, billed monthly
Bright Data
$250/mo, billed monthly
Browse AI
$19/mo, billed yearly
Octoparse
$69/mo, billed monthly
Firecrawl
$19/mo flat, whole organisation, billed monthly

Entry paid plan, monthly price (billing term shown per row), in each tool's own currency. Pricing checked Nov 4, 2026.

Email me when SpecStream changes its price

One email per change, found on the vendor's own pricing page. Unsubscribe any time.

Recent pricing updates

Changes we detected on the SpecStream pricing page.

  • Plans changed: .

SpecStream by the numbers

Toolradar data: SpecStream's entry paid plan ($19/mo, billed monthly) ranks #5 of 26 (joint) for price among the ETL & Data Pipelines tools with a verified entry price and no stated unit, where the median is $125/mo. As of Nov 2026.

SpecStream compared with 112 ETL & Data Pipelines tools on Toolradar, as of Nov 2026
Metric SpecStream Peer median Position (1 is best)
Entry paid plan $19/mo, billed monthly $125/mo #5 of 26 (joint) tools with no stated price unit, verified price
Free plan Yes 61% have one n/a
Integrations listed 5 3 #9 of 24 tools with at least one integration recorded

Each position is counted among the tools that have data for that row, as noted under it. A lower entry price ranks higher; prices are read on vendor pages and compared only with tools priced on the same basis. All ETL & Data Pipelines data · How we compute this. Advertising and placement fees are not inputs to any position.

Cite this: Toolradar, “SpecStream by the numbers”, Nov 2026.

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Best SpecStream Alternatives

Top alternatives based on features, pricing, and user needs.

View full list →
Apify logo
Apify Freemium

Build, run, and scale web scraping and automation workflows

4.7
Bright Data logo
Bright Data Paid

Unlock any website for large-scale, reliable web data collection

4.6
Zyte logo
Zyte Paid

Access the web's data, clean, ready, and at scale, with an all-in-one web scraping API.

4.4
Browse AI logo
Browse AI Freemium

Scrape and monitor data from any website with AI, no coding required.

4.8
Octoparse logo
Octoparse Freemium

No-code web scraping with cloud and local extraction

4.8
Firecrawl logo
Firecrawl Freemium

Turn websites into LLM-ready data for your AI applications.

4.8
See all data & databases tools →

Still deciding?

Most buyers shortlist 2 or 3 tools before committing. Pull a side-by-side comparison or browse the full alternatives shortlist below.

All SpecStream alternatives 6+ tools ranked, pricing + verdict per pick SpecStream vs Apify Head-to-head: features, pricing, who wins SpecStream vs Bright Data Head-to-head: features, pricing, who wins SpecStream vs Zyte Head-to-head: features, pricing, who wins

Explore More

SpecStream FAQ

How does SpecStream turn a plain-language request into a structured dataset?

SpecStream takes a request written in everyday words and builds a dataset from the entire live web, matching every relevant source it finds. Each match is extracted and enriched into structured records, and every value includes its source URL and read time for verification. The result is a monitored dataset that updates as the underlying web pages change.

Which teams benefit most from using SpecStream for data collection?

Teams that need continuously updated, sourced web data without writing scrapers benefit most, such as data analysts, product managers, and operations teams. It fits groups that already work inside tools like Sheets, CRMs, Slack, n8n, or Zapier, since SpecStream integrates directly into those workflows. It also suits teams that require traceable data, because every value carries its source URL and read time.

How does SpecStream compare to Apify for building live-web datasets?

SpecStream differs from Apify by focusing on plain-language requests that automatically build and monitor datasets from the entire live web, rather than requiring users to select or configure pre-built scrapers. While Apify offers a large catalog of actors for specific sites, SpecStream emphasizes natural-language setup and continuous monitoring with source URLs on every value. Both serve data extraction, but SpecStream is designed for users who want results without coding or complex configuration.

Can SpecStream monitor changes in the datasets it builds?

Yes, SpecStream monitors every dataset it builds for changes across the live web. When a source page updates, the corresponding record is refreshed, and the dataset reflects the new state. This monitoring runs continuously, so teams always have current data without manual re-runs.

What are the main limitations or trade-offs of using SpecStream?

SpecStream's main trade-off is that it relies on the live web as its data source, so datasets are only as complete as what is publicly accessible and matchable from plain-language queries. Users may need to refine their requests to capture niche or highly specific data, and the monitoring frequency depends on the plan's usage limits. It is not designed for private or authenticated data sources, as it focuses on publicly available web content.

How is SpecStream priced for teams with different usage needs?

SpecStream offers a free tier that lets teams start building and monitoring datasets at no cost. Paid plans provide higher usage limits and additional features, such as more frequent monitoring or larger extraction volumes. The pricing model is usage-based, so teams can scale their plan as their data needs grow.

Does SpecStream integrate with n8n and Zapier for automated workflows?

Yes, SpecStream runs through n8n and Zapier, along with the API and MCP, and inside Sheets, CRMs, and Slack. This lets teams trigger dataset builds, updates, or exports directly from their existing automation pipelines. For example, a Zapier workflow could send a plain-language request to SpecStream and push the resulting structured records into a CRM or spreadsheet.

Why does SpecStream include a source URL and read time on every value?

SpecStream includes a source URL and read time on every value so users can verify the origin and freshness of each data point. This traceability is essential for teams that need audit-ready data for reporting, compliance, or decision-making. It also helps users trust the dataset, since they can click through to the exact source at the time it was read.

How does SpecStream pricing compare with other ETL & Data Pipelines tools?

SpecStream's entry paid plan ($19/mo, billed monthly) ranks #5 of 26 (joint) for price among the ETL & Data Pipelines tools with a verified entry price and no stated unit, where the median is $125/mo. Prices are read on each vendor's own pricing page and compared only with tools priced on the same basis. Source: Toolradar, Nov 2026.

Source: specstream.ai

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