# The Realie Blog (blog.realie.ai)

> Engineering deep-dives, property data API latency benchmarks, AI agent architectures, and real estate market research from Realie Inc. (https://www.realie.ai).

## Hub Pages
- [Home](https://blog.realie.ai/): Featured articles and latest research
- [Full Archive](https://blog.realie.ai/blog): Complete list of published articles
- [Platform & API](https://blog.realie.ai/platform): API benchmarks, endpoints, and developer guides
- [Market & Industry](https://blog.realie.ai/market): Provider comparisons, mortgage, and insurance solutions
- [Research](https://blog.realie.ai/research): Zoning vs. land use, county records, and academic studies

## Published Articles
- [Realie vs. ATTOM: Comparing Property Data APIs for Developers](https://blog.realie.ai/blog/realie-vs.-attom-comparing-property-data-apis-for-developers) ([.md](https://blog.realie.ai/blog/realie-vs-attom-comparing-property-data-apis-for-developers.md)) (2026-09-15, Platform): Realie vs. ATTOM: a practical comparison of property data API latency, pricing, contracts, documentation, and data sourcing for developers in 2026.
- [Best Property Data API for AI Companies in 2026](https://blog.realie.ai/blog/best-property-data-api-for-ai-companies-in-2026) ([.md](https://blog.realie.ai/blog/best-property-data-api-for-ai-companies-in-2026.md)) (2026-09-08, Platform): AI applications need more than powerful models—they need reliable real-world data. Realie gives AI companies nationwide parcel, ownership, mortgage, tax, zoning, and property data through one developer-friendly API.
- [Best Property Data APIs in 2026: Top 6 Compared](https://blog.realie.ai/blog/best-property-data-apis-in-2026-top-6-compared) ([.md](https://blog.realie.ai/blog/best-property-data-apis-in-2026-top-6-compared.md)) (2026-09-07, Market): Compare the best property data APIs for 2026, including Realie, ATTOM, Regrid, RentCast, LightBox, and Cotality. See how they compare on coverage, parcel data, mortgage information, pricing, and developer access—and why Realie stands out as the best overall option.
- [Exploring the Best U.S. Property Data APIs of 2026—and Their Drawbacks](https://blog.realie.ai/blog/exploring-the-best-u-s-property-data-apis-and-their-drawbacks) ([.md](https://blog.realie.ai/blog/exploring-the-best-u-s-property-data-apis-and-their-drawbacks.md)) (2026-01-02, Market): There are many factors to think about when choosing the best property data API
- [Land Use vs. Zoning: What’s the Difference (and Why It Matters for Property Data)](https://blog.realie.ai/blog/land-use-vs.-zoning-what%E2%80%99s-the-difference) ([.md](https://blog.realie.ai/blog/land-use-vs-zoning-what-s-the-difference.md)) (2026-01-01, Research): Land use and zoning are often confused, but they mean different things. Land use describes how a property is classified today, while zoning defines what’s legally allowed. This guide breaks down the difference, why land use data is easier to source than zoning, and how Realie provides both.
- [Breaking the Data Monopoly: How Realie is Disrupting the Property Data Industry](https://blog.realie.ai/blog/breaking-the-data-monopoly-how-realie-is-disrupting-the-property-data-industry) ([.md](https://blog.realie.ai/blog/breaking-the-data-monopoly-how-realie-is-disrupting-the-property-data-industry.md)) (2025-05-04, Market): Realie uses AI to collect property data directly from public sources—faster, cheaper, and without the middlemen.
- [Comparing Property Data API Latency: Realie, RentCast, and ATTOM](https://blog.realie.ai/blog/comparing-property-data-api-latency-realie-rentcast-and-attom) ([.md](https://blog.realie.ai/blog/comparing-property-data-api-latency-realie-rentcast-and-attom.md)) (2025-04-26, Platform): Review response times for Realie (9.49 ms), RentCast (439 ms), and ATTOM (441 ms), and see how sub-10 ms vs. ~440 ms latencies impact both bulk data workflows and real-time user experiences.
- [Academic Research Solutions Using Realie's Property Data](https://blog.realie.ai/blog/academic-research-solutions-using-realie-property-data) ([.md](https://blog.realie.ai/blog/academic-research-solutions-using-realie-property-data.md)) (2025-02-21, Research): In the dynamic education sector, access to accurate property data is crucial for academic research and institutional planning. Realie's property data offers detailed insights that support decision-making, strategic planning, and enhancing student experiences, making it an invaluable resource for educational institutions.
- [Mortgage Industry Solutions with Realie Property Data](https://blog.realie.ai/blog/mortgage-industry-solutions-with-realie-property-data) ([.md](https://blog.realie.ai/blog/mortgage-industry-solutions-with-realie-property-data.md)) (2025-02-17, Market): Realie offers comprehensive property data solutions tailored for the mortgage industry, providing essential insights for lead generation, market analytics, and risk assessment, while meeting the expectations of modern digital consumers
- [Using Realie's Property Data for the Insurance Industry](https://blog.realie.ai/blog/using-realie-s-property-data-for-the-insurance-industry) ([.md](https://blog.realie.ai/blog/using-realie-s-property-data-for-the-insurance-industry.md)) (2025-02-15, Market): Realie's property data provides valuable insights for the insurance industry, offering comprehensive coverage, advanced analytics, and custom solutions. Learn how insurers can benefit from accurate data for underwriting, claims processing, and customer satisfaction.
- [Introducing Realie's Comparable Property Search API Endpoint](https://blog.realie.ai/blog/introducing-realie-comparable-property-search-api-endpoint) ([.md](https://blog.realie.ai/blog/introducing-realie-comparable-property-search-api-endpoint.md)) (2025-02-14, Platform): The new Realie Comparable Property Search API endpoint simplifies finding comparable properties
- [The Power of the Realie Assistant](https://blog.realie.ai/blog/the-power-of-the-realie-assistant) ([.md](https://blog.realie.ai/blog/the-power-of-the-realie-assistant.md)) (2025-01-31, Platform): Immediate answers powered by the most comprehensive property data
- [Property Data API Use Cases](https://blog.realie.ai/blog/property-api-use-cases) ([.md](https://blog.realie.ai/blog/property-api-use-cases.md)) (2025-01-28, Platform): Use cases for the Realie Property Data API and why we built it
- [Introducing the Realie API](https://blog.realie.ai/blog/realie-api-launch) ([.md](https://blog.realie.ai/blog/realie-api-launch.md)) (2025-01-12, Platform): Introducing Our Lightning-Fast API: Powered by the Latest Serverless Tech

## Machine-Readable & Agent Access
- **Content Negotiation**: Request any `/blog/<slug>` URL with `Accept: text/markdown` to receive the raw Markdown article body and metadata.
- **Direct `.md` Extension**: Append `.md` to any article URL (e.g. `/blog/<slug>.md`) to fetch the raw Markdown representation directly.
- **Full Consolidated Corpus**: https://blog.realie.ai/llms-full.txt
- **RSS Feed**: https://blog.realie.ai/rss.xml
- **Main Platform & MCP Docs**: https://www.realie.ai/agents