SERP Data at Scale
Capture consistent search results across any location, device, or language. SOAX delivers structured SERP data from major search engines as datasets, real-time feeds, or fully managed collection.
- Real-time ranking and feature tracking
- Built for billions of monthly requests
- 99.99% uptime for production workloads
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Turn SERP volatility into structured intelligence
Search results shift constantly: rankings change by the minute, layouts vary by location and device, and new features reshape the page. We architect infrastructure that captures this volatility - delivering stable schemas at the cadence you need:
- SEO intelligence: track competitor rankings and feature penetration across markets
- Market benchmarking: monitor brand visibility and narrative shifts by region
- Content optimization: identify winning formats and SERP features to target
- RAG grounding: keep AI corpora current with live search citations
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What teams use SERP data for
SEO intelligence
Track rankings, analyze SERP features, and benchmark visibility across markets and devices.
Market intelligence
Compare brand narratives and track category trends through regional search behavior patterns.
Content strategy
Optimize for GEO by identifying winning content formats and tracking query intent shifts.
AI & RAG corpora
Keep RAG systems current with timestamped search results and live citations.
Key capabilities
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Global coverage, consistent localization
Collect results by country, city, and language - handling localized layouts where SERPs behave differently across regions.
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Device-aware collection
Desktop, mobile, and tablet results differ materially. We capture device-specific rendering so your data matches reality.
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Full SERP structure capture
Beyond "10 blue links" - we extract the components that matter for modern workflows:
- Organic results (rank, title, URL, snippet, sitelinks)
- SERP features (top stories, featured snippets, local modules, People Also Ask)
- AI Overviews (generated content with cited source links)
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Pagination and depth
Support for page depth and repeatable query coverage - essential for backfills, monitoring, and large-scale corpora.
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Production-grade infrastructure
Engineered for speed and scale on our directly operated network:
- Sub-second response times for real-time workflows
- Capacity for billions of monthly requests
- 99.99% uptime with redundant routing
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Choose your delivery model
Datasets (bulk delivery)
Structured exports for historical analysis, training runs, and evaluation snapshots. Formats: JSON/JSONL/CSV/Parquet
Real-time APIs/Feeds
On-demand access for live ranking checks and dynamic SERP monitoring. Pull new results instantly for time-critical workflows.
Managed collection
We operate extraction and adaptive maintenance on our directly operated network. You receive clean, validated outputs on schedule.
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Scope → Sample → Scale
Validate the approach before committing to production volume.
- Define targets, schema, and delivery constraints
- Validate technical feasibility and access requirements
- Deliver pilot dataset for schema testing
- Iterate on parsing logic and quality rules
- Deploy production pipelines with SLAs and monitoring
- Continuous operation with adaptive maintenance and support
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Getting to production
Discuss your data requirements, technical constraints, and compliance needs with our engineering team. We'll analyze your target sources and provide an implementation plan.