Property AI Report

Mal McCallion; Matt Goddard
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Step into the future of property marketing with the Property AI Report (PAIR), hosted by Mal McCallion, a 25-year industry veteran who helped launch both Zoopla and Primelocation and Matt Goddard, ex-Foxtons agent and proptech legend via Reapit and many others.Each week, gain cutting-edge insights on the property market, AI and PropTech, plus an exclusive AI Tool of the Week that promises to boost your market share, revenue, or productivity – ensuring you stay ahead in the rapidly evolving world of UK estate agency.

  1. 10h ago

    Property AI Report 088 - Rightmove Results, Connells Court Case & AI Arsenal

    In this episode, Mal McCallion and Matt Goddard discuss the latest developments in property and artificial intelligence, covering market results, AI breakthroughs, and legal disputes. Whether you're in real estate, tech, or just curious about AI's impact, this episode offers insightful analysis and actionable takeaways. Key Topics: Rightmove's half-year results: agent charges increase, revenue forecasts downgrade, share price plummetsAI-enabled property tools: lead generation boosts, workflow innovations, and market implicationsLegal battles in property: Connell's CEO vs. Skipton Building Society, discrimination and pay disputesDwelly's aggressive lettings tech acquisitions: leveraging AI for wealth management-level serviceRogue AI incident: OpenAI's models going rogue on Hugging Face, implications for governanceIndustry response to open AI models: support from major firms like Microsoft and Nvidia versus calls for regulationPrice war among AI model providers: OpenAI and Anthropic lowering costs, optimizing usage scenariosElon Musk's lawsuit: banning nudification tech with potential privacy and tech consequencesArsenal’s AI in football: data-driven strategies to improve team performanceChatGPT's Small Business Program: AI tools for startups, integrations with popular platforms, and future potentialTimestamps: 00:00 — Introduction to Property and AI Report 01:01 — Rightmove’s Half-Year Results and Market Impact 02:23 — Share Price Decline and Market Reactions 03:10 — AI Tools Enhancing Customer Engagement 04:06 — Shareholder Payouts and Credit Facilities 06:03 — Legal Dispute at Connells and Discrimination Case 07:02 — Property Tech Companies Acquiring Lettings Agencies 10:35 — Rogue AI and Model Security Breaches 11:46 — AI Governance, Regulation, and White House Talks 13:54 — Open-Source AI Models and Industry Support 17:11 — Price Wars and Cost Reductions in AI Models 21:00 — Elon Musk’s Legal Actions and AI Regulation 23:51 — AI in Sports: Arsenal's Premier League’s Data-Driven Approach 26:26 — AI Tools for Small Businesses and Future Trends Send us Fan Mail

    Property AI Report 088 - Rightmove Results, Connells Court Case & AI Arsenal

  2. Jul 25

    Property AI Report 087 - Rightmove v FT, Rayner Returns & ChatGPT Goes Rogue

    Key topics:   The ongoing court case involving Right Move and its implications for the property portal industry  Political moves: Angela Rayner’s return as housing secretary and its potential impact on rent control and industry stability  Major proptech investments: Street Group’s valuation and their strategic growth  AI security incidents: OpenAI’s rogue agent and the emerging legislative response  Advances in AI models: Gemini 3.6, Fable 5, and Opus 5, and their capabilities  Ethical and security risks: Zero-day vulnerabilities and AI model hacking  AI regulation: US legislation for AI kill switches and global considerations  The rise of agentic AI in real estate workflows and the importance of connection infrastructure  Fun AI: Robots at the Shanghai World AI Conference and quirky use cases  AI tools of the week: Google’s Gemini Notebook and practical AI applications for agencies  Timestamps:  00:00 - Introduction: Weekly property & AI digest overview  01:20 - Rightmove court case: transparency and industry dominance  04:00 - Industry reaction: PR challenges and market implications  07:00 - Political updates: Angela Rayner as housing secretary and policy outlook  09:45 - Proptech investments: Street Group’s valuation and market growth  13:20 - AI security risks: OpenAI’s rogue agent and legislative responses  15:50 - AI model updates: Gemini 3.6, Fable 5, and Opus 5 performance  19:15 - Zero-day vulnerabilities: cybersecurity challenges in AI integrations  21:30 - Regulatory measures: US kill switch legislation groundwork  23:00 - AI in real estate: workflows, connectors, and infrastructure importance  25:30 - Weird AI of the Week: robots twisting balloons  29:10 - AI Tool of the Week: Google’s Gemini Notebook for agencies  30:15 - Wrap-up and weekend plans: industry outlook and best practices Send us Fan Mail

    Property AI Report 087 - Rightmove v FT, Rayner Returns & ChatGPT Goes Rogue

  3. Jul 17

    Property AI Report 086 - Zoopla Packages, Apple Sues ChatGPT & Elon's on the Purge

    Main Topics Zoopla’s new membership packages and industry chatterMarket reaction to Renters’ Rights Act and its financial impactHonorary degrees awarded to PropTech foundersGoogle's Gemini AI: speculation, progress, and recent rebuildThe ongoing AI hardware and security controversies involving OpenAI, Apple, and SpaceXThe rise of Chinese open-source models like KimiK3 and their global implicationsWeird AI of the Week: AI-powered driverless golf carts and miniature electric carsIn this episode: Zoopla's fresh approach to SME estate agents and the industry's guessworkHow Renters' Rights Act is challenging London and national agencies' revenue modelsCelebrating achievements of PropTech pioneers Ben Ridgeway and Jamie CookThe behind-the-scenes of Google Gemini's secretive rebuild and anticipated releaseThe Apple-OpenAI lawsuit fallout and security risks with AI developer dataSpaceX’s space foray with Grok and its privacy concernsThe significance of Chinese open-source models breaking into Western marketsQuirky AI vehicles designed for the future of autonomous transportTimestamps: 00:00 - Introduction to this week's property and AI news overview  01:00 - Zoopla launches new SME-focused membership packages  01:19 - Industry whispers and the future of Zoopla's business strategy  03:54 - Impact of the Renters’ Rights Act on agency revenues and market sectors  05:40 - London-specific challenges and revenue shifts in property management  07:42 - PropTech founders Ben Ridgeway and Jamie Cook receive honorary degrees  08:56 - Google Gemini's latest developments, rebuilds, and market position  09:23 - The rivalry between Google, OpenAI, and Meta in AI model advancements  12:10 - Apple’s lawsuit against OpenAI and its security backlash  13:21 - Confidential leaks, security lapses, and the implications for IPOs  16:44 - Chinese open-source models: KimiK3's breakthrough and global reach  19:32 - European defense AI investments and strategic moves  21:23 - Weird AI of the Week: Autonomous, AI-first electric vehicles  23:08 - Tool of the week: KimiK3 — China's frontier open-source model  25:23 - Closing thoughts on international AI races and market restrictions Send us Fan Mail

    Property AI Report 086 - Zoopla Packages, Apple Sues ChatGPT & Elon's on the Purge

  4. Jul 12

    Property AI Report 085 - ChatGPT's Awesome 5.5, Self-employed Switchers & Elon/Zuck Back In The Game

    Key topics:   Transition of 40 self-employed agents from Keller Williams to IAD in Scotland, highlighting industry consolidation trends.  Launch of AI-powered features by Rightmove, including area insights and search enhancements, and its implications for property portals.  Updates on the latest models from OpenAI, Anthropic, SpaceX, Meta, ByteDance, and Google, emphasizing rapid development and competitive AI landscape.  The importance of data center investments by companies like Anthropic and Musk's ventures into cloud infrastructure.  Tool of the week: The enhanced voice capabilities in ChatGPT, including full duplex functionality for more natural conversations.  Market outlook on stamp duty effects, political influences on housing policies, and the evolving competitive environment among portals.  Timestamps:  00:00 - Welcome and introduction to the property and AI landscape  02:00 - Industry mobility: 40 agents switch from Keller Williams to IAD  04:00 - Impact of consolidation among self-employed brokerage models  05:30 - Rightmove's new AI features and consumer search experience  07:00 - Challenges and opportunities in property portal AI adoption  09:00 - Political and economic factors influencing the UK housing market  12:00 - The surge of new AI models: GPT 5.6, Grok 4.5, and Meta’s Muse Spark 1.1  15:00 - Role of AI pricing, accessibility, and competition among top models  17:00 - SpaceXAI’s Grok 4.5 and the shifting AI arms race  19:00 - Meta’s revitalised AI models and privacy concerns  21:00 - ByteDance’s Seedream 5.0 Pro and the rapid pace of AI development  24:00 - Future infrastructure needs: Data centers and global compute capacity  28:00 - Tool highlight: Upgraded voice interactions with ChatGPT  30:00 - Practical implications for property agents and tech adopters  32:00 - Wrap-up, upcoming topics, and next episode preview Send us Fan Mail

    Property AI Report 085 - ChatGPT's Awesome 5.5, Self-employed Switchers & Elon/Zuck Back In The Game

  5. Jul 4

    Property AI Report 084 - Fable 5 Fiasco, Trump AI Terra & RIP HPI

    Chapters 00:00 Introduction and Overview of Property News 02:55 Impact of Renters' Rights Act on Rental Market 05:16 Sales Market Trends and Predictions 07:57 Political Implications of Andy Burnham's Arrival 10:45 Emerging Trends in Self-Employed Estate Agents 13:20 New Property Portals and Their Niche Focus 15:59 AI and Tech News: Fable 5 and Claude's Return 21:34 Regulatory Landscape for AI Models 27:21 Meta's Infrastructure Strategy and AWS Investment 31:49 Exploring ChatGPT 5.6 Naming Strategy 33:59 Introducing Google Notebook LM Army 36:21 Weekend Plans and Closing Thoughts Send us Fan Mail

    Property AI Report 084 - Fable 5 Fiasco, Trump AI Terra & RIP HPI

  6. Jun 27

    Property AI Report 083 - Starmer Drama, AI Photo Growth & Heat Peak

    Weekly Property & AI Report - Episode Highlights Join hosts Mal McCallion and Matt Goddard as they dissect the latest in property news, tech developments, and AI innovation. Whether you're interested in political impacts on property development, AI's role in real estate marketing, or the latest breakthroughs in AI models and tools — this episode has it all. In this episode:  The political shake-up with Keir Starmer’s resignation and its implications for the property industry Emerging regulations around tenancy deposits and the potential shift from insured schemes to custodial solutionsThe growing impact of AI image manipulation in property listings and how transparency builds trustThe AI model export restrictions following Anthropic's Fable 5 debacle and the influence of politics on AI advancementsTalent migration within the AI sector as leading companies like Google and Meta face internal challengesThe success and innovations in OpenAI’s Codex and its new record-and-replay features for automating tasksByteDance’s latest update to TikTok’s AI-powered video generation, Seedance 2.5, enabling more realistic and longer AI videos  Key insights include:   How political instability hampers property delivery goals, such as the 1.5 million housing targetThe potential disruption of tenancy deposit schemes and their effect on millions of tenants and landlordsThe significance of digital alterations in property images - 1 in 15 listings show detectable edits, emphasizing transparencyThe geopolitical and regulatory risks facing AI companies, with model restrictions impacting exports and IPO plansThe internal talent erosion at Google and Meta indicates shifts in AI R&D leadership and innovation pathsPractical applications of new AI tools like Codex for automating repetitive business tasks and enhancing security measuresThe rapid evolution of AI-generated video with Seedance 2.5, offering extended clip durations and higher customisation options  Timestamps: 00:00 - Welcome and Weekly Market Overview 01:08 - UK Political Changes and Impact on Housing Policy 02:36 - Challenges in Meeting Housing Targets 04:14 - Proposed Changes to Tenancy Deposit Schemes 07:55 - Detectable Digital Alterations in Property Listings 11:43 - The Fable 5 Export Ban and AI Industry Delays 17:13 - Internal Challenges at Meta and Google AI Labs 21:41 - OpenAI’s Codex Innovations and Automation Tools 28:11 - ByteDance Seedance 2.5: New AI Video Capabilities 30:50 - Wrap-up and Next Week’s Focus Send us Fan Mail

    Property AI Report 083 - Starmer Drama, AI Photo Growth & Heat Peak

  7. Jun 21

    Property AI Report 082 - SpaceX IPO, Agent Regulation & Microsoft's Chinese Integrations

    Chapters 00:00 Introduction to Property AI Report 00:48 Government Announcements Impacting the Property Market 07:54 The Role of AI in Property Searches 11:43 Interest Rates and Market Trends 14:28 SpaceX IPO and AI Developments 24:39 Microsoft's New AI Integrations 31:14 Tool of the Week Send us Fan Mail

    Property AI Report 082 - SpaceX IPO, Agent Regulation & Microsoft's Chinese Integrations

  8. Jun 11

    Property AI Report 081 - Rightmove Relegated, Claude Mythos Lands & Apple AI Doesn't

    Chapters 00:00 Introduction to Property and AI News 00:38 Rightmove's Relegation from FTSE 100 02:47 Impact of AI on Property Portals 06:33 The Return of the Bruce Brothers to Purplebricks 09:56 Referral Fees in Estate Agency 13:06 Launch of Claude Mythos and AI Developments 21:07 Apple's AI Developments and Siri's Return 25:01 OpenAI's IPO Plans and Market Dynamics 31:41 Gemini 3.5 Live Translate Tool Send us Fan Mail

    Property AI Report 081 - Rightmove Relegated, Claude Mythos Lands & Apple AI Doesn't
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About

Step into the future of property marketing with the Property AI Report (PAIR), hosted by Mal McCallion, a 25-year industry veteran who helped launch both Zoopla and Primelocation and Matt Goddard, ex-Foxtons agent and proptech legend via Reapit and many others.Each week, gain cutting-edge insights on the property market, AI and PropTech, plus an exclusive AI Tool of the Week that promises to boost your market share, revenue, or productivity – ensuring you stay ahead in the rapidly evolving world of UK estate agency.

Information

  • Creator
    Mal McCallion; Matt Goddard
  • Years Active
    2024 - 2026
  • Episodes
    90
  • Rating
    Clean
  • Copyright
    © 2026 ModelProp AI
  • Show Website
    Property AI Report

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