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. 1d ago

    Property AI Report 098 - ChatGPT-6's New Interface, Purplebricks' Old Accounts & AI Fake Homicide Tipoff

    Property AI Reports - Weekly Digest on Property and AI Mal McCallion and Matt Goddard cover the latest property market headlines alongside the newest AI product updates, with a strong focus on how automation, compliance, and visual AI tools are reshaping the property sector. The episode moves between industry news, practical AI use cases, and a cautionary look at model safety and regulation. It is especially useful for property professionals trying to understand where AI can create operational advantage without losing sight of security and compliance. Key topics In this episode, Mal and Matt discuss Moveli's AI push for self-employed agents at the top end of the market, and how tools for valuations and follow-up are becoming a competitive wedge in prime agency.They compare that move with Knight Frank's associate self-employed model and the growing battle for high-performing agents who work in the luxury segment.We discuss the impact of the new Awaab's Law in private rentals, with Matt highlighting the added compliance burden around damp, mould, and property safety.Mal and Matt look at how AI and automation could help agents manage rising regulatory workloads without simply adding more staff.They revisit Purplebricks, Sir Charles Dunstone's continued funding, and the company's growing losses, including the challenge of keeping the Bruce brothers' strategy on track.In AI news, they break down ChatGPT 6's new intelligent UI, which creates more visual, interactive responses with graphs, checklists, and image-led explanations rather than plain text alone.They explore OpenAI revenue figures being compared and potentially overstated in investor materials, and the ongoing race with Anthropic and other major labs.They cover Claude's new dashboard capabilities, including data visualisation through business tools like Salesforce and CRM integrations such as Reapit.They discuss Satya Nadella's warning that AI models need an emergency brake, focusing on the need for tamper-proof, human-readable evidence and stronger controls.They examine Anthropic's Claude Haiku 5.5, including its 90 percent API price reduction and the practical role of smaller models for fast, lower-stakes tasks.They wrap with Meta's Muse Wonder AI models, including the commercial push around a paid version and the wider hardware ecosystem being built around it.The Weird AI of the Week segment covers an Anthropic model accidentally submitting a false tip to the Philadelphia Police Department while testing websites.Timestamps 00:00 - Welcome to the Property AI Reports and this week's agenda  00:40 - Moveli's AI tool for self-employed prime-market agents  01:09 - Knight Frank's associate self-employed model and talent competition  02:38 - Why agencies are building proprietary AI tools in-house  04:18 - Awaab's law and the rising compliance load in private rentals  05:44 - Using AI to manage regulation without adding headcount  06:14 - Security risks when automating property operations  06:44 - Purplebricks losses, Sir Charles Dunstone, and the Bruce brothers' return  08:01 - How much money has gone into the Purplebricks venture  09:54 - ChatGPT 6 and the new intelligent visual interface  10:42 - Why visual AI responses matter more than plain text  12:19 - Property's need for image-led AI workflows  14:54 - OpenAI revenue figures and investor comparison noise  17:39 - Claude dashboards and business data visualisation  18:44 - Connecting CRM data into Claude for live reporting  20:42 - Why AI interfaces are moving beyond text generation  21:11 - Satya Nadella's call for an AI emergency brake  22:17 - Tamper-proof human-readable evidence and model safety  24:01 - Claude Haiku 5.5 and cheap fast-task automation  25:13 - Using smaller models for research and extraction tasks  26:45 - Meta's Muse Wonder AI models and monetisation  28:53 - Weird AI of the Week: Anthropic model sends false police tip  31:33 - Tool of the Week: why GPT 6 is worth trying  32:28 - Episode 101 will be an AI 101 starter episode  33:04 - Closing remarks and what's coming next Send us Fan Mail

    Property AI Report 098 - ChatGPT-6's New Interface, Purplebricks' Old Accounts & AI Fake Homicide Tipoff
  2. 6d ago

    Property AI Report 097 - Trump's AI Nameswap, UK Property AI Investment & Cheap Mortgages Disappear

    Property AI Report — Weekly digest of property and AI news Mal McCallion and Matt Goddard cover a busy week across property and AI: new rental regulation, rising mortgage rates, a major investment in conversational AI, and announcements from OpenAI, Apple, Google, and Microsoft. Key topics New rental regulations: The hosts discuss the PRS rental database rollout, rent control proposals, and damp and mould law changes—and what compliance could mean for landlords and letting agents.Property Franchise Group invests in Enteka: The company has taken a 25% stake in the AI firm, whose tools support call handling and lead enquiries across voice and WhatsApp.Mortgage rates rise: The hosts discuss the disappearance of cheaper fixed-rate deals and the pressure that higher borrowing costs may put on buyers and agents.OpenAI Dev Day: They unpack announcements including Dots, sign-in with ChatGPT, Pages, Sites, and new pricing tiers.How people use AI: A discussion of paid AI adoption, and the difference between casual use and integrating AI into everyday workflows.AI, permissions, and platforms: The conversation explores Apple’s tighter Mac OS access controls, Google’s upcoming model, and AI’s growing ability to use a computer.Tool of the week: GitHub Copilot adds computer-use capabilities, prompting a comparison with other coding agents.Timestamps 00:29 — Welcome to the Property AI Report  01:09 — Rental database, rent controls, and damp and mould law changes  02:15 — The cost and burden of property regulation  03:14 — Rental database rollout begins in the West Midlands  04:47 — Property Franchise Group takes a 25% stake in Enteka  06:02 — Conversational AI for estate agency call handling and lead enquiries  08:02 — Cheaper fixed mortgage deals disappear  09:37 — How a tougher market could affect estate agents  10:04 — OpenAI Dev Day announcements  11:12 — Dots and the idea of multiple personal agents  12:38 — OpenAI’s sign-in, Pages, and Sites announcements  13:29 — OpenAI pricing and the new Pro plan  14:24 — Paid AI adoption and how people use AI  15:53 — AI and recent maths breakthroughs  18:48 — The proposal to rebrand AI as “SI”  22:28 — Apple tightens Mac OS access controls  23:40 — Why granular permissions matter for AI agents  28:01 — Google’s upcoming Gemini model  29:58 — Tool of the week: GitHub Copilot gains computer use  31:22 — Mal’s take on Copilot, Codex, and Claude Code Send us Fan Mail

    Property AI Report 097 - Trump's AI Nameswap, UK Property AI Investment & Cheap Mortgages Disappear
  3. Sep 30

    Property AI Report 096 - Purplebricks' Fumble, REA's Daft & AI's Cheaper Everywhere

    Property AI Report — Weekly Property and AI News Roundup Mal McCallion and Matt Goddard cover a packed week of property news and AI launches, focusing on what matters for agents, portals, and proptech operators. The episode ranges from Purplebricks’ latest funding and HMRC story to new AI models, personal agents, voice tools, and the direction of regulation and licensing in the UK property market.The hosts explore major industry shifts, the growing role of vendor-paid advertising, and how to assess AI tools by benchmark, use case, and workflow—not hype. Key topics Purplebricks faces fresh scrutiny after a report about an HMRC winding-up order, followed by a denial and renewed focus on its financial position.The business has reportedly received another £34 million lifeline from Sir Charles Dunstone.Purplebricks’ accounts were still overdue at the time of the discussion, including filings for the year ending March 2025. The delay was attributed to a new CFO appointment.REA Group has taken a 35% stake in Daft, the major Irish property portal—a move the hosts connect to the rise of vendor-paid advertising.Vendor-paid advertising could signal a major shift in portal revenue models, with sellers funding marketing directly, as is common in Australia.The UK government has confirmed plans for mandatory licensing for agents. The hosts discuss how regulation might target rogue operators without unfairly burdening reputable lettings businesses.A 2.5% Help to Buy-style initiative is discussed as a possible stimulus in a flat, cautious market.The episode covers new AI model releases and the trend toward more capable intelligence becoming available at lower cost.Model personality is emerging as a form of user experience, including why some users switched away from Opus 5.Personal agents are developing into lightweight task runners for inbox curation, LinkedIn triage, shopping, and other repeatable jobs.As AI systems become more capable and autonomous, the hosts consider calls from AI leaders for coordination and regulation.11Labs v4 is part of the broader voice AI wave. The hosts argue that good architecture matters more than simply plugging in a voice API.The practical tool of the week: use voice input with large language models, especially for brain dumps and drafting.Timestamps 00:00 — Weekly intro and episode overview  00:52 — Purplebricks winding-up order story and the HMRC confusion  01:22 — Another £34 million lifeline for Purplebricks  02:44 — Overdue accounts and the new CFO explanation  03:13 — REA Group buys into Daft in Ireland  04:12 — Why vendor-paid advertising matters for portals  05:35 — Portals, revenue diversification, and charging consumers more  06:33 — Mandatory licensing for agents announced  08:22 — Why regulation is welcome, but blanket industry bashing is not  08:51 — The 2.5% Help to Buy-style initiative  09:45 — Major AI releases and the pace of model launches  10:12 — ChatGPT 6, Sol, Luna, and cheaper intelligence  11:05 — Why model personality is becoming the new UX  12:28 — Anthropic’s focus on consistency and model personality  13:21 — Personal benchmarks for choosing the right AI tool  14:17 — Testing models against property-writing tasks  15:15 — Transition into personal agents  15:44 — What personal agents are and how they differ from workhorse models  16:39 — Using agents to manage LinkedIn and inbox noise  17:36 — OpenClaus, Grokbot, and the trade-off between flexibility and convenience  18:34 — Practical use cases like shopping and scheduled tasks  20:29 — AI safety concerns from the AI “godfathers”  21:24 — 11Labs v4 and the rise of usable voice AI  22:21 — Why shallow AI voice integrations fail  23:15 — Architecture, latency, and the uncanny valley problem  24:14 — Meta Connect, Muse, and Zuckerberg’s latest AI push  25:33 — The week’s practical tool: use voice input instead of typing  26:02 — Wrap-up and closing remarks Notable quotes “Intelligence is getting better and is getting cheaper.”“The personality of the model is actually the new UX.”“Start using voice rather than trying to type everything.”Send us Fan Mail

    Property AI Report 096 - Purplebricks' Fumble, REA's Daft &  AI's Cheaper Everywhere
  4. 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
  5. 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

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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