SEMRUSH DATA
Your AI systems are only as good as the data behind them
Build on fresh, ready-to-use, reliable data trusted by enterprise teams
LARGE-SCALE, DAILY REFRESHED SIGNALS, READY FOR AI AND AUTOMATIONS
317M+
AI prompts
49.5M
ChatGPT queries
43T
Backlinks
1PB
Web activity
200M
Panelists (historical)
808M
Domain profiles
14 yrs
Longitudinal depth
THE DATA LAYER FOR YOUR SYSTEMS
ML integration without months of cleanup
Production-ready data
Delivered through REST API, Batch API, MCP, or CSV export
Data processed with privacy safeguards
Fewer hallucinations with real-world data
Search, link, and audience intelligence data for pipelines, products, and AI models.
- Link and authority signals that reduce errors in RAG pipelines
- Real-world digital activity to validate outputs against demand
- High-fidelity data that fills critical coverage gaps
- A faster path to production, without time wasted on data cleanup
PROPRIETARY DATA, CUSTOMIZED TO YOUR NEEDS
Showing slide 1 of 5: Search Signal Training Data
Search Signal Training Data
Train search relevance and ranking models on real search intent, volume, and trend data, not synthetic estimates.
Web Authority Signals
Web Structure Feed
Keep search and AI systems current with daily updates to the web graph, link changes, and authority signals.
Web Activity Feed
Train models using at-scale event-level data that reveals navigation patterns across digital channels.
Find the right data for the job
Browse all our data products powered by audience intelligence at scale. Filter by use case, industry, or role.
Semrush Data powers the information inside our platform, helping us build a really amazing product that serves tens of thousands of marketers."
Rand Fishkin
Co-founder and CEO, SparkToro
Ready to build on real data?
Submit the form and a dedicated specialist will reach out within 24 hours to set up a discovery session around your AI and automation needs.
