One tool that I have tried is Replit (yes, its a vibe coding app) but it was helpful in creating a metrics dashboard that greatly reduced the time I was spending weekly tracking numbers.

Before focusing only on occupancy, make sure the structure is compliant with local zoning, boarding house regulations, fire code, and short-term rental rules in Syracuse — mixed-use (Airbnb + long-term) in one building can trigger different classifications.On strategy:Running 100% Airbnb in a shared-bath layout can be tough seasonally in upstate NY unless you’re near a strong demand driver (hospital, university, event venue).

With markets feeling more segmented lately, I’ve been rethinking how I anchor ARV during early deal analysis.Instead of relying on a single comp or peak-sale comparison, I’ve been leaning toward:• ARV ranges (low / mid / high) rather than one number• Heavier weighting on the most recent 60–90 day sales• Noting spread between list vs. sold prices in the same pocket• Treating appreciation as a bonus, not a givenI’m finding that even within the same zip code, buyer demand and pricing tolerance can shift block by block depending on condition, financing availability, and buyer profile.Curious how others are handling market data right now:Are you tightening ARV assumptions, using wider ranges, or changing how you comp altogether?

I think their view was that it went against our "code" in a way.

At this stage, I’m working on defining the right strategy and would really appreciate insights from those with experience: What type of properties are best to start with for a first flipWhich areas or ZIP codes in Jacksonville and surrounding areas are most suitable for beginnersWhat a realistic purchase price ceiling would be to avoid losses on a first dealFrom a financial standpoint, whether it’s better to use hard money financing or partner with an investor and split profits in order to gain experience and build a track record  I’d love to hear any advice, ideas, or lessons learned from your own experience.Of course, if anyone here is interested in partnering as a capital investor, or has potential opportunities, I’d be happy to connect privately. 

Even if it isn't necessarily against code or wouldn't freeze, it also screams liability of being run into.

I’d love to connect with local investors, landlords, or anyone familiar with the market.I’m looking for insight on:•Best zip codes or neighborhoods for long-term rentals•Current rental demand for single-family homes•Typical rent ranges for 3/2 and 4/3 properties•Pros and cons of investing in St.

Check out zip code 35810.

What city/zip code are you targeting for your rental? 

So here are a few STR 'secrets' that can help crack the search code based on over a decade of operating personal STRs and two dozen STR sales in the past two years.: - A.B.P.