We separate what's peer-reviewed and primary-sourced from what's a directional industry estimate — and we label it. You should know exactly how much weight each number can bear.
How often Realtors use AI today. The opportunity is a system, not first contact. (NAR, Sept 2025)
Illustrative inquiry volume by hour. Amber bars are after-hours — exactly when agents are off.
The foundational speed-to-lead finding across 15,000+ leads. ~100× more likely to even reach a live person.
Analysis of 1.25M leads across 2,241 companies. Firms contacting within 1 hour were ~7× more likely to qualify the lead.
~75% of that value concentrates in customer operations, marketing & sales, software, and R&D — two of which are core brokerage workflows.
GenAI-related real estate job postings rose 58% through Aug 2023; ~20% focused on property chatbots.
Only 17% report a "significantly positive" impact. The gap between usage and results is the consulting opportunity — ad-hoc tools without a system don't move numbers.
Validates the Listing Studio as the lowest-risk, fastest-adoption entry point.
Low deal counts mean every lead and every saved hour materially changes an agent's year.
The brutal baseline that makes response speed and persistent follow-up so valuable. Widely cited industry benchmark.
The case for staging every listing — which virtual staging makes affordable at ~95% lower cost.
The clearest hard-dollar swap in the whole proposal.
The time the Transaction Copilot compresses — and the deadline misses it prevents.
The core case for a 24/7 responder; first-responder advantage is well documented in the speed-to-lead literature.
Zillow's first-party data on its 3D Home tours — strong engagement lift, directly relevant to the rental side too.
The strongest available study: 143,575 listings (3,935 with 3D tours), >90% Matterport, 2016–2019. Vendor-funded and pandemic-era — present as "best available evidence."
Demand is real and a listing-acquisition lever — agents who offer immersive media win more listings.
Free apps (Zillow 3D Home, Scaniverse, Polycam) on a phone the agent already owns; Gaussian-splatting went production-grade in 2025. CoStar acquired Matterport for $1.6B (Feb 2025) — a hard signal this is now core infrastructure.
Tier 1 figures (MIT/InsideSales, HBR, McKinsey, NAR, Deloitte) anchor the thesis and the conversion-uplift floor in our model. Tier 2 figures are directional support from vendor and coaching sources that tend to round up — we use them to size opportunities, never as hard guarantees. Our ROI model leans on the conservative end of every range, and excludes the Tier 2 staging and retention upside from the headline number entirely.
A two-week discovery gives you your own baseline numbers — the only evidence that ultimately matters.