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- #28 The Real Estate Automation and AI Trust Report
#28 The Real Estate Automation and AI Trust Report
Practical insights on which Innovations will drive value for Agents and Investors

April 20, 2026
Hello, real estate professionals.
75% of buyers now expect you to use AI, but trust in AI dropped 14 points this year. That tension is your opportunity.
In today's AI rundown:
Cotality survey: buyers want AI speed with human safety nets
Her Market Lab launches AI CRM with brand voice tools
HAR partners with Repliers for real-time MLS data
Side embeds AI into its transaction platform
Build 30 days of social content in 2 hours with AI
Subscribe to our YouTube version: #28 AI & Real Estate: Trust Gap
LATEST DEVELOPMENTS
COTALITY π 75% of Buyers Expect AI in Homebuying, but Trust Fell 14 Points
The Rundown: Cotality's "AI in Housing 2026" report shows buyers assume AI is part of the process, yet confidence in AI-generated results is dropping fast.
The details:
75% expect AI from property sites (86%), lenders (80%), and agents (80%)
Trust in AI to find a home: down from 30% to 16% since 2025
44% would pay extra for a human to verify AI decisions
68% say AI labeling on listings should be essential
Why it matters: Buyers want speed, not blind automation. Try adding this to your pitch: "I use AI to move faster, and I verify everything personally." (Source)
HER MARKET LAB π₯οΈ New AI CRM Launches with Brand Voice and Compliance Built In
The Rundown: Her Market Lab went live April 14 with a CRM combining AI content generation, social publishing, and compliance inputs for agents.
The details:
Brand voice training so AI content matches your tone
Compliance inputs for disclosure and fair housing checks
Social scheduling included; beta onboarding open now
Pro tip: If generic AI tools never sound like you, brand-trained platforms are worth testing. (Source)
HAR.COM π Houston MLS Gets Real-Time Data Delivery via Repliers
The Rundown: HAR.com named Repliers its exclusive platform for on-demand MLS and proprietary data delivery through API.
The details:
Real-time MLS data through shared API
Access to page views, lead stats, agent ratings, and showing activity
What we're watching: This "data as a service" model could spread to other MLSs. Agents who build workflows around real-time data will have an edge. (Source)
SIDE π» Side Embeds AI Directly Into Transaction Workflows
The Rundown: At Side x Side 2026, Side launched AI tools inside its app: automated document checks, offer extraction, compliance monitoring, and team reporting.
The details:
Auto-tagged signatures and real-time compliance flags
Performance dashboards for team leads
Covers 28,894 transaction sides ($25.77B volume in 2025)
Why it matters: AI embedded in your existing platform beats standalone tools. No new login required. (Source)
AI TRAINING π¨βπ« Build 30 Days of Social Content in Under 2 Hours
Here's the five-step workflow:
Define 4-5 content pillars (15 min): market education, behind-the-scenes, testimonials, local highlights, tips
Generate 30 post ideas in ChatGPT (20 min): "I'm a real estate agent in [city]. Generate 30 post ideas, 6 per pillar."
Batch-write captions (30 min): "Write a 150-word Instagram caption. Voice: conversational, confident, educational."
Create graphics in Canva (25 min): Build 5 templates once, swap text monthly
Schedule everything (20 min): Load into Later, Buffer, or Meta Business Suite
Cost: $20/mo (ChatGPT Plus) + free tools. Result: Agents went from posting twice a month to five times per week. (Source)
Subscribe to our YouTube version: #28 AI & Real Estate: Trust Gap
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