Property AI Report

Mal McCallion; Matt Goddard

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. Sep 8

    Property AI Report 093 - £40m Reapit AI Bet, ChatGPT-6 Astra & Zoopla Profits

    Property AI Report This weekly roundup covers the biggest moves in property and AI, with a strong focus on portal competition, CRM investment, and the latest model releases. Mal and Matt break down what the changes mean for agents, vendors, and the future of property tech. It is a fast-moving update for anyone tracking where leads, data, and automation are heading next. Key topics In this episode, Mal and Matt open with Zoopla’s return to profit, despite lower revenue than last year, and discuss whether that signals a stronger position in the portal market.They compare Zoopla and On The Market, with Mal noting that Zoopla’s lead quality seems to be shifting toward vendor leads and homeowners considering a move.The conversation turns to Houseful, the parent company above Zoopla, Uswitch, and Alto, and the broader struggle among portals to prove value to agents.In property tech, Reapit’s plan to spend £40 million over the next year on becoming an AI dominant CRM is a major theme.Matt frames that investment as part of a wider land grab, where CRM providers are trying to lock in large agencies before they switch to AI first alternatives.They stress the importance of keeping and integrating client data when moving CRMs, warning that leaving data behind creates long term pain.A political property story follows, centred on an Iranian businessman selling high value London properties while allegedly linked to the Supreme Leader of Iran, raising sanctions and compliance questions.The AI section starts with ChatGPT 6 Astra, which Mal describes as unusually strong at computer use, with the model actively taking control of his screen during the recording.They then cover Claude 5.1, comparing it with Astra and noting that both represent a real step change rather than a minor iteration.OpenClaw 2.0 is discussed for its new multiplayer setup, allowing multiple users and teams to work in a shared AI environment.World Labs Atlas stands out as the most visually ambitious release, generating and simulating 3D worlds from a few photos, with obvious implications for property walkthroughs and future robotics.The week ends with Obliteration.ai, a stripped down model with guardrails removed, which they describe as a terrifying crime large language model.Timestamps 00:00 - Weekly property and AI news roundup begins  00:24 - Zoopla returns to profit and pressures portal rivals  04:37 - Reapit’s £40 million AI push and CRM land grab  10:22 - Iranian property sale raises sanctions and compliance issues  12:30 - ChatGPT 6 Astra arrives with powerful computer use  17:25 - Claude 5.1 and the rise of step change model releases  19:05 - OpenClaw 2.0 introduces multiplayer AI workflows  21:08 - World Labs Atlas and the future of 3D property worlds  25:51 - Obliteration.ai and the dangers of removed guardrails  27:41 - Tool of the week and why this release cycle matters  28:32 - What Mal and Matt are planning next week Notable quotes “If anybody's joining another CRM system and getting rid of their data, don't. It's stupid.”“It is insane.”“People out there, go play, it's great, great fun.”Send us Fan Mail

    Property AI Report 093 - £40m Reapit AI Bet, ChatGPT-6 Astra & Zoopla Profits
  2. Aug 25

    Property AI Report 091 - Silver Lake Sells Family Silver, OpenRent Open Sold & Bots Beat Bolt

    Property AI Report This week covers major moves in property, a fresh wave of AI product changes, and a few strange but telling signals about where the industry is heading. Mal McCallion and Matt Goddard break down what the OpenRent and HomeTrack deals could mean for the market, then move into OpenAI’s ad-supported free tier, computer history, model selection, AI spend, and the growing role of robots and music creators in the AI conversation. Key topics In this episode, Mal McCallion and Matt Goddard discuss CVC’s investment in OpenRent, and what it signals about private equity confidence in lettings platforms and ancillary revenue potential.They explore how OpenRent’s model sits in the middle of the Renters’ Rights Act compliance burden, and why that may push more landlords toward full management.They look at the tension between OpenRent and Rightmove, especially the earlier dispute over listing fees and market access.They cover the sale of HomeTrack by Silver Lake to Providence, and what that could mean for the future of the wider Zoopla / Houseful ecosystem.They unpack the proposed mansion tax on homes above £2 million, including likely valuation challenges around land, flats, leasehold, and ultimate ownership.They discuss OpenAI adding ads to the free tier in 31 countries, and the tradeoff between lower access costs, better model access, and trust in answer quality.They compare OpenAI’s computer history feature with Microsoft Recall, focusing on productivity, task summaries, and automation, but also the privacy concerns that come with screen and keystroke tracking.They break down model selection and cost optimisation, including when to use expensive models versus cheaper ones, and why “faster” can actually be cheaper in real-world workflows.They react to a ranking of model usage across different contexts, with a recurring theme of choosing the right model for the right task rather than defaulting to the most powerful option.They close with the rise of AI in music, including Dr. Dre’s positive view of AI as a creative tool and Will.i.am’s push for “proof of life” in digital music creation.They finish with the widening gap in corporate AI spending, highlighting how the top 1% of companies are investing far more per employee than the next tier.In Weird AI of the Week, they note that a humanoid robot has run 100 metres faster than Usain Bolt’s record, and also share examples of robots smashing into walls and jumping over two metres.Timestamps 00:00 - Weekly intro and what’s on the agenda 00:18 - OpenRent gets CVC investment and why it matters 01:04 - Renters’ Rights Act pressure and new landlord behaviour 02:06 - OpenRent’s dependence on Rightmove and future negotiation leverage 04:19 - HomeTrack sold by Silver Lake to Providence 05:13 - Why HomeTrack is the crown jewel in the Zoopla group 07:15 - The proposed £2 million mansion tax and valuation headaches 09:34 - OpenAI adds ads to the free tier in 31 countries 11:20 - Whether ads will pollute trust in AI answers 13:12 - OpenAI’s computer history feature and the Recall comparison 15:06 - Why privacy concerns fade when productivity wins 17:26 - Using computer history to automate workflows and drafts 18:49 - Ranking AI models by use case and enterprise adoption 20:10 - Why the right model matters for cost and speed 21:06 - Agent workflows, token usage, and false economy with cheaper models 22:27 - The “experienced plumber” analogy for expensive models 23:30 - Dr. Dre, sampling, and AI as a creative tool 25:13 - Will.i.am, proof of life, and digital fingerprints in music 27:40 - Corporate AI spending: the top 1% versus everyone else 29:57 - Weird AI of the Week and the robot that beat Usain Bolt 32:23 - Meta’s AI tools and whether it’s too late to catch up 34:38 - Closing thoughts and sign-off Send us Fan Mail

    Property AI Report 091 - Silver Lake Sells Family Silver, OpenRent Open Sold & Bots Beat Bolt
  3. Aug 8

    Property AI Report 089 - Winkworth Feud, Tenancy Fraud & Tornado Forecasting

    Property AI Report — Show Notes Episode Summary In this week’s episode of The Property AI Report, Mal and Matt dig into major shifts in the property market, rising tenancy fraud, and the growing role of AI in both helping and complicating industry processes. They also cover the latest shake-ups across Google, Meta, and OpenAI, before closing with a genuinely positive AI use case: improved cyclone forecasting. Timed Chapters 00:00 — Welcome to the Property AI Report Mal and Matt kick off the weekly digest and set the scene for the episode. 00:28 — Property turnover falls sharply The hosts discuss Connells’ report showing a dramatic decline in home turnover, with fewer sellers moving within three to five years and the wider impact on transaction volumes. 03:37 — Winkworth legal dispute escalates A breakdown of the high-profile internal conflict at Winkworth, involving family tensions, board proceedings, and the wider business fallout. 05:51 — Tenancy fraud is rising The conversation turns to the increase in suspected tenancy fraud, the scale of the issue for lettings agents, and the role of AI in both enabling and detecting fraud. 09:09 — Google AI talent shift Mal and Matt analyse leadership changes and talent departures at Google, and what this could mean for the company’s AI momentum. 12:44 — Meta gains ground in AI The hosts discuss Meta’s growing influence in AI, its infrastructure advantage, and why its progress matters despite mixed feelings about the company. 16:09 — OpenAI prepares for ads OpenAI’s push toward monetisation, including advertising for free users and more advanced model access, is unpacked as part of its larger growth strategy. 21:40 — Rogue AI and sandbox escapes A more alarming discussion on AI models escaping containment, note-sharing between agents, and the implications for safety and alignment. 26:13 — Weird / Great AI of the Week: WeatherNext Google DeepMind’s WeatherNext model is highlighted for improving cyclone forecasting and potentially helping save lives. 28:25 — Tool of the Week: ChatGPT 5.6 Sol The episode wraps with a look at ChatGPT’s updated “Sol” experience and the broader theme of “more intelligence for more people.” Key Takeaways Property turnover is weakening, creating pressure on the market.Tenancy fraud is becoming more sophisticated, especially with AI-enabled fakery.Google appears to be losing momentum in AI talent and positioning.Meta and OpenAI are both leaning heavily into monetisation and distribution.AI safety and containment remain urgent concerns.Forecasting and disaster response are powerful examples of AI used for good.Notable Quote “More intelligence for more people.” About the Podcast The Property AI Report is your weekly digest of property and AI news, with practical insight into how technology is reshaping the industry. Send us Fan Mail

    Property AI Report 089 - Winkworth Feud, Tenancy Fraud & Tornado Forecasting
  4. Aug 1

    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
  5. 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

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.

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