Competitive signals before they show up in reports
Market Research
Blend pricing, assortment, and share-of-voice signals from the public web with Piloterr. Research teams move faster than quarterly manual sweeps.
- Combine competitor catalog, pricing, and SERP visibility datasets
- Track category entry and SKU launches across regions
- Deliver research-ready tables to analysts—not raw HTML dumps
Multi
source merges
JSON
analyst-ready rows
0
credits on failed requests
Weekly
research cadence
Multi-source collection without scraper sprawl
Market studies pull from retail, search, and media sites—each with different bot defenses. Piloterr unifies collection behind one API key.
- Run parallel jobs across retail and SERP endpoints
- Geo-target regions for localized assortment studies
- Reuse sessions within a study window to cut latency
Research datasets with consistent schemas
Harmonize fields across sources with study-specific schemas. Version datasets so analysts can reproduce last month's snapshot.
- Tag records with study ID and wave number
- Join keys on brand, SKU, or keyword where possible
- Export CSV bundles for slide decks and models
How teams use Piloterr for market research
Consultancies and in-house strategy teams automate competitive landscapes with Piloterr.
Study watchlists
Keywords, brands, and categories per wave.
Wave collection
Repeatable monthly or quarterly pulls.
Unified schema
Align fields across retail and SERP.
Research warehouse
Load tables analysts already use.
Multi-country
Same playbook across geos.
Launch detection
Flag new competitor SKUs or pages.
API-first
400+ endpoints or any URL in one REST call
Production scale
Parallel jobs without proxy or browser ops
Protected targets
Managed anti-bot bypass and smart retries
Fair billing
Pay only for successful API requests
Frequently asked questions
Everything you need to know before integrating.
Can one project mix e-commerce and SERP data?
Yes. Orchestrate separate API calls per source and merge on your side—or normalize into one schema in your warehouse.
How do you prevent analyst rework when sites change?
Schema-based extraction adapts better than brittle selectors; re-run waves and diff against prior exports.
Is this replacement for panel surveys?
No. Web scraping complements surveys with observable market behavior on public sites.
Choose your next step
Connect your workflow, compare plans, or explore ready-made endpoints before you start.
Integrations
Connect Piloterr to your automation stack, or call our REST API from any workflow.
Ready to get started?
Your web scraping API is one click away. Start with +500 credits, no infrastructure to set up, no proxies to manage, and no credit card required.
- +500 credits
- No credit card required
- All endpoints included