A dataset of the most effective real estate SEO keywords based on Google search trends, keyword difficulty, and intent targeting for 2025.

Introduction

This UK English Call Center Speech Dataset for the Real Estate industry is purpose-built to accelerate the development of speech recognition, spoken language understanding, and conversational AI systems tailored for English -speaking Real Estate customers. With over 30 hours of unscripted, real-world audio, this dataset captures authentic conversations between customers and real estate agents ideal for building robust ASR models.

Curated by FutureBeeAI, this dataset equips voice AI developers, real estate tech platforms, and NLP researchers with the data needed to create high-accuracy, production-ready models for property-focused use cases.

Speech Data

The dataset features 30 hours of dual-channel call center recordings between native UK English speakers. Captured in realistic real estate consultation and support contexts, these conversations span a wide array of property-related topics from inquiries to investment advice offering deep domain coverage for AI model development.

Topic Diversity

This speech corpus includes both inbound and outbound calls, featuring positive, neutral, and negative outcomes across a wide range of real estate scenarios.

Such domain-rich variety ensures model generalization across common real estate support conversations.

Transcription

All recordings are accompanied by precise, manually verified transcriptions in JSON format.

These transcriptions streamline ASR and NLP development for English real estate voice applications.

Metadata

Detailed metadata accompanies each participant and conversation:

This enables smart filtering, dialect-focused model training, and structured dataset exploration.

Usage and Applications

This dataset is ideal for voice AI and NLP systems built for the real estate sector:

Residential properties in Great Britain sold the fastest in Scotland in June 2025. It took on average 31 days between listing and selling a property in Scotland, whereas in Wales, this period was the longest at 68 days. Demand for housing in the UK declined as a result of the higher mortgage rates, leading to properties taking longer to sell than before.

Note:- Only publicly available data can be worked upon

APISCRAPY collects and organizes data from Zillow's massive database, whether it's property characteristics, market trends, pricing histories, or more. Because of APISCRAPY's first-rate data extraction services, tracking property values, examining neighborhood trends, and monitoring housing market variations become a straightforward and efficient process.

APISCRAPY's Zillow real estate data scraping service offers numerous advantages for individuals and businesses seeking valuable insights into the real estate market. Here are key benefits associated with their advanced data extraction technology:

1. Real-time Zillow Real Estate Data: Users can access real-time data from Zillow, providing timely updates on property listings, market dynamics, and other critical factors. This real-time information is invaluable for making informed decisions in a fast-paced real estate environment.

2. Data Customization: APISCRAPY allows users to customize the data extraction process, tailoring it to their specific needs. This flexibility ensures that the extracted Zillow real estate data aligns precisely with the user's requirements.

3. Precision and Accuracy: The advanced algorithms utilized by APISCRAPY enhance the precision and accuracy of the extracted Zillow real estate data. This reliability is crucial for making well-informed decisions related to property investments and market trends.

4. Efficient Data Extraction: APISCRAPY's technology streamlines the data extraction process, saving users time and effort. The efficiency of the extraction workflow ensures that users can access the desired Zillow real estate data without unnecessary delays.

5. User-friendly Interface: APISCRAPY provides a user-friendly interface, making it accessible for individuals and businesses to navigate and utilize the Zillow real estate data scraping service with ease.

APISCRAPY provides real-time real estate market data drawn from Zillow, ensuring that consumers have access to the most up-to-date and comprehensive real estate insights available. Our real-time real estate market data services aren't simply a game changer in today's dynamic real estate landscape; they're an absolute requirement.

Our dedication to offering high-quality real estate data extraction services is based on the utilization of Zillow Real Estate Data. APISCRAPY's integration of Zillow Real Estate Data sets it different from the competition, whether you're a seasoned real estate professional or a homeowner wanting to sell, buy, or invest.

APISCRAPY's data extraction is a key element, and it is an automated and smooth procedure that is at the heart of the platform's operation. Our platform gathers Zillow real estate data quickly and offers it in an easily consumable format with the click of a button.

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Segro PLC was the biggest real estate investment trust (REIT) trading on the London Stock Exchange as of March 2025. A real estate investment trust (REIT) is a company that owns, and in most cases operates, income-producing real estate. REITs invest in many types of commercial real estate: offices, rental apartments, industrial warehouses, as well as hospitals, hotels, and retail properties. Market cap of REITS As of March 31, 2025, Segro PLC was ranked at the high end of the scale, with approximately ****billion British pounds in market capitalization. Segro PLC operates in eight European countries and specializes in big box and urban warehousing for retailers, logistics and transport companies, manufacturers, wholesalers. The London Stock Exchange (LSE) LSE is one of the oldest stock exchanges in the world, listing approximately ***** companies with an aggregate market capitalization of approximately *** trillion British pounds in 2024.

rightmove.co.uk is ranked #24 in GB with 58.5M Traffic. Categories: Online Services, Real Estate. Learn more about website traffic, market share, and more!

The investment yields of warehouse and industrial space in the UK softened slightly in 2025, after having increased notably in 2023. As of May 2025, yields were the highest for good secondary estates, at ***** percent. Conversely, prime distribution and warehousing properties with a lease term of 20 years and a higher open market value had the lowest yield, at **** percent.