Fivetran for web scraping

See the whole market.
Pipe it into a spreadsheet.

Periscope lets marketing analysts build web-scraping pipelines from competitor sites, marketplaces and directories straight into Google Sheets — in minutes, without engineers. When it matters, upgrade to a production pipeline with dbt, Airflow and lakehouse delivery.

Build your first pipeline — free See how it works

Free tier: 3 pipelines · daily syncs · 5,000 rows per sync. No credit card.

🌐

Any website

Competitor pricing, listings, reviews, jobs

→

🔭

Periscope

Scheduled scraping, clean tables, change history

→

📊

Google Sheets

Fresh data on your schedule — or S3/GCS in production

From URL to living dataset in three steps

No code, no proxies to manage, no CSV exports to babysit.

Point at a page

Paste the URLs you care about — competitor price lists, product catalogues, review pages. Pick the fields to extract and preview the table instantly.

Set a schedule

Daily, weekly or monthly. Periscope scrapes politely, dedupes rows and keeps a snapshot history of every run so you can see what changed.

Open your sheet

Connect Google Sheets once. Every run lands as clean rows in your spreadsheet — ready for pivot tables, dashboards and reports.

Built for the agent era

Define pipelines with your AI agent over MCP

Periscope ships with a native Model Context Protocol connector. Point Cursor, Claude or any MCP-capable agent at your workspace and ask it to build the pipeline for you: it can create pipelines, define extraction models, trigger runs and check statuses — all through the same API the UI uses.

✓ "Track prices for these five competitors weekly and put them in my sheet"
✓ "Add a margin column and dedupe by SKU"
✓ "Why did Monday's run return fewer rows?"

// ~/.cursor/mcp.json

{
  "mcpServers": {
    "periscope": {
      "url": "https://api.periscope-app.com/mcp",
      "headers": {
        "Authorization": "Bearer psc_your_api_token"
      }
    }
  }
}

// then, in your agent:

> Create a daily pipeline that tracks pricing
on competitor.com/plans into my Q3 sheet.

Start free. Pay when it becomes infrastructure.

Analysts prototype for free. When the data becomes business-critical, upgrade the same pipeline — no rebuild.

Analyst

Free

Self-service scraping into spreadsheets

✓ 3 pipelines
✓ Google Sheets destination
✓ Daily / weekly / monthly schedules
✓ 5,000 rows per sync
✓ MCP connector for AI agents
✓ Run history & snapshots

Get early access

Production

€490/mo

Your pipelines, production-grade

✓ Everything in Analyst, unlimited rows
✓ S3 / GCS delivery in Parquet
✓ Change-data-capture output
✓ dbt models & Airflow orchestration
✓ Hourly schedules, retries, alerting
✓ Lakehouse integration (DuckDB-native)

Talk to us

Enterprise & Consulting

Custom

For agencies and data teams

✓ Semantic layer & data modeling
✓ Custom SLAs & support
✓ White-label for agency clients
✓ Consulting: pipeline design & CI strategy
✓ Private deployment options

Contact sales

Built for marketing & insight agencies

If your team delivers market research, competitive benchmarks or digital analytics to clients, Periscope automates the data collection layer you're doing by hand today. Standardise scraping across client engagements, keep deliverables fresh automatically, and upsell production pipelines into your clients' data stacks.

Market research

Pricing studies, assortment tracking, share-of-shelf — refreshed on schedule.

Competitive benchmarks

Competitor campaigns, positioning and content change history in one place.

Client data stacks

Deliver Parquet to client lakehouses with CDC — powered by dbt and Airflow.

See the whole market. Pipe it into a spreadsheet.