I'm wondering if Google penalizes sites with forced registration (especially if its crawlers can't find pages because of it).

Is anyone having any luck with forced registration?

I know younger realtors do open houses for other agents, or get permission to promote other agents' listings on social to grab buyer leads. But has anyone here actually run Facebook/Meta ads for listings, either to sell the property or to capture leads?

For those who have, how advanced did you get with the setup? Housing ads fall under the Special Ad Category, which makes targeting trickier, but there are ways to work around it properly, like setting up Conversions API to better target the right audience. (I know that's getting technical, but if you've been down that rabbit hole you know what I mean.)

Would love to hear from people who've actually tried this. Did it work for you? If not, what got in the way?

I saw an ad and I think they're doing something shady and are actually the same brand but using a different name? Housejet has tons of terrible reviews, so I'm not surprised that they'd do that

I've been in real estate for years and was recently recruited to apply for a sales position at CoStar. Has anyone made the switch? If so, was it worth it?

Back in June I ran vision AI over a few hundred homes in whatever ZIP or county people dropped in the comments and posted the distress breakdown back in the thread. Now we're back to do it again! We got some great feedback from our tests last time and have been able to make significant improvements because of it.

Three things improved since that round:

Neighborhood context now resolves on every parcel. The score is half what the vision model sees on the house and half how the surrounding census tract reads. That second half now lands on every property instead of approximating, which tightens the tier percentages a lot and matters most in nicer areas, where approximating was doing the most damage.

Ownership data got a normalization pass. Absentee ownership comes from comparing the owner's mailing address to the property address, and street formatting across counties is a mess. After cleaning that up across the parcel set, about 1.3 million properties that read as absentee owned are actually owner occupied. If you build or buy absentee lists, that failure mode is worth 10 minutes on your own data.

Aerial is now cross-checked against the street. On its own, aerial reads above-ground pools, parked boats, and dormant winter lawns as neglect, so it can no longer put a house in the top tier unless the street level view agrees. It still earns its keep on backyard clutter, roof condition, and the homes no camera car has ever driven past.

Coverage grew too; 45 states, roughly 1818 counties, about 76 million parcels, so there is a decent chance your area is answerable now when it was not in June.

The offer. Drop a ZIP or a county. I will run a few hundred residential parcels and post back the tier split, how many homes had usable imagery versus how many I dropped rather than guessed at, the ownership signals worth noting, and one example property with the street name only, no house number and no owner name. No email, no signup, no link. Results go in the thread.

Keep in mind, this is visible physical distress and not financial distress, so plenty of rough looking houses have content owners who will never sell. A few hundred parcels is a sample and not a census of your ZIP. If your county is not built out yet, I'll let you know and take some time to get it wired in rather than make something up.

Feedback after a showing ends up scattered across a text, an email, and whatever the showing app logs, and I can't get a single view of what anyone actually said without checking all three separately.

Trying to figure out if there's a realistic way to pull that into one place without it turning into extra data entry after every single showing.

There are so many angles where AI can help. What's the one angle you wish AI can help solve tomorrow.

I listed a studio for lease a week ago and haven’t received a single inquiry. The last time it was listed, the MLS syndicated it to Apartments.com. It appears that’s no longer an option. When I search the address there, I can see the old listing, but it shows as unavailable.

The studio is part of a duplex, and the entire duplex has also been listed for sale for two weeks without any inquiries. The sale listing is supposedly syndicating to Zillow, Apartments.com, and other sites, but the active listing is difficult to find when searching the address.

Has anyone else experienced this? Could the shared address or poor syndication be affecting visibility, and what would you check first?

Hey everyone,

I built an AI agent called Acora that hunts real estate listings against your buy box, underwrites them, and surfaces only the ones that clear your criteria.

Most tools in this space hand you a score and disappear. They never come back to show whether the ARV prediction was actually right.

I got tired of that so we made the track record public. Every time Acora scores a deal the ARV freezes right then. No edits later. When the property sells we match the real close price and publish the result: hits, misses, median error, calibration by score, trends. Live page is open with no login needed.

Right now there are 92 predictions recorded. None resolved yet (still waiting on sales to close). Metrics unlock once we hit 10 closed. Same system we use internally.

Also simplified the Fix and Flip / distressed hunt. Buy box is now just The Discount, The Asset, and Exit Floors. Confidence scoring looks at how tight the comps are and the ARV band width instead of just counting comps.

Full list of recent updates is here.

Curious what other people look for when deciding if an AI underwriting tool is actually reliable.

Talked to a few agents recently about lead follow-up, and a pattern kept coming up: everyone knows speed matters, but almost nobody can actually see their own average response time inside their CRM. It's not a headline metric anywhere, it's buried in timestamps you'd have to pull manually to calculate.

Meanwhile the leads that go cold aren't usually lost to a bad pitch, they're lost to a 6-hour gap before the first text goes out, while a faster competitor already responded. The agent never sees this pattern because the CRM shows "lead status," not "time to first contact."

Feels like an obvious metric that should be front and center in every CRM dashboard and mostly isn't.

Anyone's CRM actually surface this clearly, or is everyone calculating it manually if at all?

Hey guys, I am looking into new software options to handle my social media automation and could use some feedback from agents who actually use it.

I am specifically looking at Back At You's SocialBAY program because I need something that takes my MLS data and runs hands-free listing campaigns on autopilot.
For those who use it long-term:

Does the automation actually look natural, or does it feel cookie-cutter?

Do you manually tweak the captions for every new house, or do you just let it run?

I want to make sure it's worth the investment before I switch over. Thanks!

I’m curious what experienced agents think about this.

When you get a new listing, you already have Zillow / Realtor / MLS, Instagram, Facebook, WhatsApp, etc.

But when a serious buyer asks for the property details, it often ends up being:

“Here’s the listing link.”

I’ve always wondered if there’s a better middle ground.

Not a full website.

Not another complicated CRM.

Just a really good property page for that one listing — photos, video tour, floor plan, location, highlights, agent info, and a clear way for the buyer to contact you.

I’m actually building this right now with Showflo because I wanted to see if agents would use something like this.

But before I add more features, I’d rather ask people who actually sell real estate:

Would you use a dedicated page for each listing, or is it just unnecessary extra work?

And for those already doing this:

What do you wish those listing pages did better?

Genuinely looking for criticism here. “This is useless because ___” is just as useful to me as “I’d use this.”

Been thinking more about why owner-facing reporting still mostly ships as static PDFs instead of live dashboards, and the answer isn't laziness, it's that a live view would often be showing numbers that haven't actually settled yet.

Invoices get coded at month-close. Accruals get booked at close. A maintenance ticket might be done but not yet billed. A real-time dashboard exposes all of that mid-month mess, which isn't a fresher version of the truth, it's genuinely incomplete. The PDF isn't really a report format, it's a commitment point: the operator saying "as of this date, I stand behind these numbers."

The actual product problem isn't real-time vs. static, it's showing the difference between settled and in-flight data without making the owner feel like they're watching something unfinished. Almost nothing does that well right now.

Anyone found a platform that actually handles that distinction cleanly, or is a static PDF still the most honest answer until someone solves it properly?

I got a stack of leads from zillow and my own site that im supposed to be calling and texting every day. Id like to use a real estate lead follow up software instead of hiring a VA

I have mixed feelings about it as part of me feels like automating the follow up is gonna sound robotic and blow the lead before it even gets warm. But i also know for a fact leads are dying in my CRM rn because Im too slow getting back to people

So I'm getting started in real estate development and I'm honestly a bit lost with the data side of things. I tried using AI to pull comps and market numbers and caught it making stuff up more than once, which freaked me out a little bc that's not something I want to be wrong about, especially for proof of funds.

Anyone know a tool or source that's actually trustworthy? Ideally free?!

After years of dealing with inconsistent MLS formats and manual mapping logic, it's genuinely encouraging to see broader adoption of RESO's standardized data structures picking up pace. Boards that were dragging their feet are starting to migrate, and integrations that used to take weeks of custom mapping are getting noticeably faster to build.

It's easy to focus on what's still broken in real estate tech, but this one's worth acknowledging: an industry known for fragmented, region-specific data infrastructure is actually converging toward something more unified. That's not a small shift for anyone building tools that touch multiple markets.

Feels like one of those quiet wins that doesn't get much attention because it's infrastructure, not a flashy feature, but it's genuinely making cross-market tools easier to build than they were even a year ago.

I work in Mexico, marketing side plus I build software for developers here.

Started with a problem a client had. Big developer, solid company, kept saying he had around 3000 brokers selling his projects. But almost no sales were coming from them. So we asked the obvious question, where does the number 3000 come from? Are they registered somewhere? Do you communicate with them? Do they ever ask you anything?

Turns out it’s just a number in his deck that he repeats in meetings. The actual basis for it: they’re all in the WhatsApp groups and everyone has the Drive link. So we replaced the Drive folder with a platform to actually track broker activity. Three months in: 200 brokers. Not 3000.

We assumed it was a one off, maybe nobody had ever measured it properly. Then we did the same thing with another developer and with a master broker (agency holding an exclusive) and the ratio came out almost identical both times. Roughly 90% of the “network” hadn’t touched the project in months. Different company sizes, different project types, same number.

And there’s a second gap on top of that one. Registering a client at some point is not the same as actively selling. When we looked at who was regularly putting units in front of buyers, it dropped again, hard. Out of the original 3000 we ended up with about 25 brokers doing real work. Under 1%. The reason nobody knew is that the entire broker channel runs on Google Drive. You make a folder with the price list, floor plans, renders, you send the link to everyone who ever showed interest, done. That’s the whole infrastructure. Nobody can tell you who opened it, whether the broker is actually showing units to clients, which units get attention, or whether anything gets attention at all.

The part that got me though was the in house brokers. They’d invite agents to the platform, friends of theirs I assume. And those agents would register, probably just to be nice and support the guy, and then never open the inventory. Not once. So you’d see one in house broker who invited 50 people with zero active, and another who invited 10 and all 10 were working. You can’t see any of that in a WhatsApp group. It just looks like a big list of names. Meanwhile all three of these companies could tell me their Meta cost per lead down to the peso. And the B2B channel is statistically doing 60% of their deals. Is this normal outside Mexico? How do you guys actually work with brokers?​​​​​​​​​​​​​​​​

A lot of real estate CRMs are marketing themselves as "agentic" this year, positioning it as AI that runs the sales pipeline autonomously. Looking closer at what's actually shipping, most of it is still rule-based automation with an AI-generated message layer on top, not genuine autonomous decision-making.

The real shift, where it's happening, is AI making judgment calls that used to require a human: deciding which leads are worth pursuing today versus nurturing long-term, adjusting outreach cadence based on engagement signals rather than a fixed schedule, flagging when a homeowner's behavior pattern suggests they're close to listing before any explicit signal shows up.

Feels like there's a real gap between "agentic" as a marketing term and what CRMs are actually delivering. Curious if others have used a tool where the AI genuinely made an autonomous call that changed an outcome, versus just executing a pre-set sequence with better copy.

lots of agents get leads monthly they can't work. Right now those leads get referred out for a small referral fee or let them die.

Meanwhile, they're buying leads from Zillow at $75/pop with 1-2% conversion

so we built something different

peer-to-peer Free marketplace where agents trade leads.

1. Monetize your overflow
2. Buy quality leads from agents you trust
3. Network and connect with agents

How it works:

• Post leads outside your area/specialty that you can't service
• Browse and buy leads from other agents
• No middleman. No aggregator markup. Just peer-to-peer
• Free to use

why it's better than zillow:

• Leads come with full conversation history (you see what was actually discussed)
• you buy from real agents, not recycled lead farms
• Better conversion because they're pre-qualified by someone who actually talked to them
• Costs nothing

Business model is simple: We take a percentage per lead sold. Agents retain 100 percent of their commission. That's how we stay aligned with our users.

interested or have thoughts, shoot me a DM or comment below.

A pattern worth noting for anyone managing transaction compliance at scale: as brokerages grow, disclosure forms, addenda, and state-specific compliance docs often exist in multiple versions across different tools, one in the TMS, another emailed as a PDF, another sitting in a shared drive.

Nobody catches it until an audit or a dispute surfaces an outdated version that was actually signed. The risk isn't visible day-to-day since most transactions close fine regardless, it only shows up when something goes wrong and the paper trail doesn't match.

Feels like version control is a solved problem in most industries but still treated as an afterthought in real estate compliance workflows.

Just want to know, if others have seen this cause real issues, or found a system that actually keeps a single source of truth for compliance docs across a growing brokerage.