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Choosing an MLS Platform: What the Sales Demo Won’t Tell You

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Every MLS platform looks good in a demo. The interface is clean, the features are well-explained, and the sales team is polished. The experience of actually running your MLS on the platform is a different matter entirely. Choosing a platform is one of the highest-stakes decisions an MLS makes — it affects every member, every…

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Platform Adoption Isn’t a Training Problem — It’s a Change Management Problem

 150 150 Brian Kinash
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You rolled out a new platform. You ran training sessions. You sent the emails. And six months later, half your members or agents are still doing things the old way — or not using the new system at all. The instinct is to schedule more training. That’s usually the wrong instinct. Why Training Alone Doesn’t…

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Tech Stack Audit: How to Know If Your Brokerage Is Overpaying for the Wrong Tools

 150 150 Brian Kinash
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The average brokerage is paying for more software than it uses — and missing tools it actually needs. This isn’t a criticism; it’s just what happens when technology decisions get made reactively over years. A vendor demo here, an agent request there, a “let’s try it for 30 days” that became permanent. The result is…

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Prompting for Real Estate: How to Get Better Output from AI Tools

 150 150 Brian Kinash
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Most real estate professionals who are disappointed with AI tools are actually disappointed with their prompts. The tool isn’t the problem — the input is. And the good news is that prompting is a learnable skill, and even small improvements make a significant difference in output quality. The Core Principle: Specificity Wins Vague prompts produce…

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The Hidden Cost of Inconsistent MLS Data

 150 150 Brian Kinash
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When people talk about MLS data problems, they usually mean obvious things — wrong listing statuses, missing fields, duplicate records. But the real cost of inconsistent data is much harder to see, and far more expensive than most organizations realize. What Inconsistency Actually Looks Like It’s rarely catastrophic. It’s the agent who submits a listing…

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