Field notes on AI for real-estate agents.
We build the tools, then write down what we learn — listing photo analysis, buyer-agent workflows, and time-savers worth stealing.
Apr 26, 2026
Listing analysis
5 things AI can spot in listing photos that Zillow's filters miss
Beds, baths, sqft, and price take you about 60% of the way there. Here are five photo-level signals that change the shortlist — none of them are in any filter dropdown.
5 min read
Apr 25, 2026
Tips & tricks
10 brief patterns that turn Eifara results from OK to great
The single biggest factor in shortlist quality is the prompt. Ten tested patterns — copy them, adapt them, get sharper rankings on every search.
3 min read
Apr 22, 2026
Workflow
How to vet a Zillow listing without driving there
Eight signals that tell you whether a listing is worth a real showing — read in fifteen minutes from your laptop, before anyone gets in a car.
5 min read
Apr 21, 2026
Tips & tricks
6 lesser-known Eifara features every buyer's agent should know
The headline match score gets all the attention. Here are six smaller features that compound into hours saved per week — most users discover them in month two.
3 min read
Apr 19, 2026
Market intel
How to read a Zillow price history (and what each pattern actually means)
The price-history tab is the most underused signal on Zillow. Here are eight patterns you can decode in 30 seconds — and what each one tells you about the seller, the property, and your offer leverage.
6 min read
Apr 14, 2026
Tips & tricks
3 Eifara shortcuts that save 2+ hours per buyer
Three specific workflow patterns that compound across an active buyer relationship — none take more than 5 minutes to learn, all are missed by most agents in their first month.
3 min read
Apr 12, 2026
Listing analysis
Why "updated kitchen" means nothing — and 7 ways to spot a real renovation
The most-used phrase in real estate listings is also the most meaningless. Here are seven photo-level tells that separate a real renovation from a coat of paint and new hardware.
5 min read
Apr 8, 2026
Workflow
What every buyer's agent is doing wrong in client intake
The wishlist your client sends you is almost never the brief that finds them a home. Here's how to fix that in 20 minutes — and what AI tools can actually do with a better brief.
6 min read
Apr 5, 2026
Workflow
5 things to do in the first 24 hours after a buyer signs with you
Most buyer-agent relationships drift in the first week — and that's where the rest of the deal gets shaped. Here's the 24-hour onboarding sequence the agents who close consistently actually run.
6 min read