Expert insights and latest updates in data extraction.
The 19 Best B2B Intent Data Providers in 2026, Ranked by the Signal They Own
Intent data is eight different signals, not one product. What each one proves, how fast it decays, and the 19 providers that genuinely own each signal.
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What is Managed Web Data Extraction? (vs. Building In-House)
Is Web Scraping Legal? A Legal Compliance Guide
What is Retrieval Augmented Generation (RAG)?
Top Intelligent Document Processing Solutions for Data Collection (2026)
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The 19 Best B2B Intent Data Providers in 2026, Ranked by the Signal They Own
Intent data is eight different signals, not one product. What each one proves, how fast it decays, and the 19 providers that genuinely own each signal.
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Top 17 Lead Intelligence Software Platforms, Ranked by What They Actually Fix
Seventeen lead intelligence platforms compared by layer, with every rating printed alongside its sample size and access date.
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How to Find a CEO's Email Address and Phone Number (and Any Other Decision Maker's)
Find a CEO's email and direct phone number using methods ranked by scale, plus the verification and legal steps most guides skip.
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Top Investment Intelligence Providers in 2026: 20 Platforms by Evidence Layer
Twenty investment intelligence providers grouped by the evidence each one proves, with pricing models, honest review counts, and a four-gate way to choose.
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AI Crawler Blocking Statistics: 500 robots.txt Files, Measured (2026)
We fetched robots.txt from the top 1,000 domains. 24% of sites fully block at least one AI crawler while only 0.6% block Googlebot.
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LLM Data Extraction: Why Relevance-Based Extraction Fails in Production
Relevance-based LLM data extraction returns a value even when there is none. The failure mechanisms, where it works, and the architecture that survives.
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US Healthcare Provider Data: Every Public Source, Ranked (2026)
Five authoritative sources give five different US physician counts, from 804,000 to 9.7 million. We downloaded and counted the major public provider sources, ranked all twenty, and mapped where licence status actually lives.
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Parquet vs CSV vs JSON: Choosing the Right Delivery Format
Parquet vs CSV vs JSON compared on size, scan cost, type fidelity and schema evolution, with a five-question path for picking a delivery format.
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Rossum Alternatives: 15 IDP Platforms Compared for Document Processing (2026)
Coupa bought Rossum in May 2026. Here are 15 IDP platforms compared, with ratings, sample sizes and pricing, plus 5 gates to pick one.
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Vectara vs Pinecone Assistant vs Amazon Bedrock Knowledge Bases: Three Products, Three Buying Models
Vectara, Pinecone Assistant and Amazon Bedrock Knowledge Bases compared on price, control, limits and lock-in. Three bands, not three peers. (August 2026)
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Top Data Extraction Companies in 2026: 15 Managed Providers, Scored
See how 15 data extraction companies score on the four things that decide an extraction contract: hard-to-get sources, source discovery, scale, and accuracy.
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How Proxy Infrastructure Affects External Web Data Quality for AI and Analytics
Proxy infrastructure shapes web data quality for AI and analytics: coverage, freshness, geo fidelity, and yield. How to test and evaluate the access layer.
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