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AI for real estate agents

AI for real estate agents: four notes, one listing

The AI for real estate agents worth having isn't the one that writes pretty listings; it's the one that writes them all the same way. A brokerage with nine agents has nine ways of describing a condo. With Flipa you explain once how your listing descriptions go; after that, each agent pastes in their notes and the listing comes out. And if you've told it which facts are required, it flags the missing one instead of filling it in.

Made-up example: Pine Harbor Realty, a local brokerage in St. Petersburg, Florida, with nine agents and two offices. The app's interface is in Spanish today; Flipa answers in the language you write in.

Yesterday's listing appointment, 418 Harbor St #3, downtown waterfront: 3 bed, 2 bath, 1,240 sq ft, renovated 2019, south-facing, garage space, elevator

Here's the listing in the house format. The format asks for the year built and it isn't in your notes. I won't make it up: I've flagged it.

Renovated 3-bedroom condo with garage parking, steps from the waterfront · 1,240 sq ft · 3 bedrooms · 2 bathrooms · Year built: MISSING · Renovated in 2019. South-facing. Elevator building. One garage space included.
How we write listings
Why not just any generator

AI for real estate listings: you don't need an agent, you need a skill

First, the vocabulary, since this page has two kinds of agents. Yours sell homes. A Flipa agent is the assistant with one specific job, and it works inside your team: it never talks to buyers or sellers. In one of our tests, someone asked for “something to write the product pages, since every one is done differently.” It didn't propose an agent; it proposed a skill. Good call. An agent is a job; a skill is a fixed way of doing a task. Listings, like product pages, are a format problem.

01

The format is your brokerage's

A skill is created by talking: you explain how your listings go, in what order, and which facts are required. From then on Flipa applies it when it's called for, no matter who's writing.

  • Headline: property type, bedrooms, and area
  • The basics: square footage, beds, baths, year built
  • The home, with no filler adjectives
  • The neighborhood and showing instructions
02

It doesn't invent square footage or finishes

It writes with what's in your notes. If the skill says which facts are required, it flags whichever one is missing. We haven't tested this start to finish with real estate listings: it's a draft, it can be wrong, and the agent who walked the property reviews it.

Missing: year built. I won't make it up.
03

It knows the words your listings can't use

Under the Fair Housing Act, an ad can't state a preference based on a protected class. That's why many brokerages keep a list of phrases to avoid, like “perfect for a young couple.” Upload yours as a brand rule. When a request clashes with it, Flipa says what clashes and offers wording that fits. It doesn't know fair housing law, only your list, so your broker's review still stands.

  • Request: “say it's perfect for a young couple”
  • Brokerage rule: “describe the home, not the buyer”
  • Result: it flags the clash and describes the floor plan
04

It knows your fees and terms

If the fee sheet and the rental procedure are uploaded, it answers the team from them and shows the document. If they aren't, it says it doesn't know and logs the question.

Our fee is the one in the signed listing agreement. It isn't renegotiated over the phone: it goes to the managing broker.
Fee sheet 2026.pdf
05

Anyone on the team can correct it

Thumbs down, and you write how it should have turned out. If the account's admin corrects it, it counts from that moment. If anyone else does, it waits for the admin's OK.

Try it

From the notes to the listing

These are the notes from a listing appointment, the way they get jotted down with the seller standing there. Check or uncheck boxes and click the button: the listing always comes out in the same order. Try removing the square footage. This is a mockup with Pine Harbor's format; in Flipa, the format and the required facts are whatever you explain to it.

Notes from the listing appointment · 418 Harbor St #3

Pine Harbor's format requires four facts: square footage, bedrooms, bathrooms, and year built. The rest shows up if you wrote it down. The neighborhood and the showing terms come from what the brokerage already has in writing.

Listing · Pine Harbor format

Renovated 3-bedroom condo with garage parking, steps from the waterfront

Square footage
1,240 sq ft
Bedrooms
3
Bathrooms
2
Year built
2006
The home

Renovated in 2019. South-facing. Elevator building. One garage space included.

The neighborhood

Downtown waterfront, a short walk to the pier and the Saturday market.

Showings

By appointment only. Pine Harbor Realty, downtown office.

Complete. Review it before it goes on the MLS.

If the year built were missing from the notes, the listing wouldn't guess one. In its place you'd see this: Missing: year built. I won't make it up

One day

A Tuesday at the downtown office

Flipa prepares. Posting, sending, and calling are done by your team.

  1. The listing from yesterday's appointment

    3 bed, 2 bath, 1,240 sq ft, renovated 2019, south-facing, garage space, elevator

    From notes to listing. It comes out in the house format, with the year built flagged as pending. One call to the seller and it's done.

  2. A seller asks about fees

    Draft a reply to this seller who wants to know what we charge to list

    The answer, with the fee sheet open. Flipa drafts the email with what the fee sheet says, in your tone. It goes out from your inbox, not from Flipa. See email replies.

  3. A rental comes in

    What do we collect with a rental application?

    The procedure, without hunting for it. It answers from the rental procedure and shows the document. It works the same for someone ten years in and someone who started Monday.

  4. The featured listing of the week

    Short social post for the bungalow on Oak Street

    Copy for social. It writes it from the listing you paste in. Review it before it goes up; that part is yours. More in social media.

  5. After the last showing

    Email to the couple who toured the Harbor St condo: they liked it, unsure about the single garage space

    Follow-up email. Out comes a draft that sounds like the brokerage and carries the facts from the listing. What to offer and when to call is still the agent's decision.

Internal questions

The questions that used to land on the managing broker's phone

It isn't all listings. A good part of the day goes to procedure questions that are already written down somewhere, and that the same person always ends up answering.

  • It answers from the brokerage's procedure, not with generalities.
  • The sources it checked open up, so you can read the whole document.
  • If the question isn't written down anywhere, it says so and logs it, so someone can settle it once.
A self-employed rental applicant has no pay stubs. What do we accept instead?

Per the brokerage's rental procedure: the last two years of tax returns or six months of bank statements, plus the same ID and landlord references as any other applicant. The managing broker reviews the file before the application goes to the owner.

Rental procedure.docx
No fine print

There are plenty of AI tools for real estate agents. Here's what Flipa doesn't do

Better to know now than after signing up.

Does it?What happens instead
Write the listing in the brokerage's formatYesFrom the notes you type or paste
Post to the MLS or the listing portalsNoYou copy the listing and paste it yourself
Hook up to your CRM or transaction softwareNoIt works with what you upload and what you tell it
Price a home or run compsNoThe price comes from whoever knows the neighborhood
Talk to buyers or rentersNoIt prepares the text; your team does the answering
Listen to the voice memo you recorded at the showingNoIt doesn't read audio or video: notes go in writing
Work in EnglishPartlyIt writes in the language you write in; the app's interface is in Spanish today

If you'd like to see the process slowly before setting up your own, the guide to creating an AI agent walks through it step by step. Does your brokerage also do renovations? See Flipa for contractors.

Frequently asked questions

The best AI for Realtors? Ask these first

What is AI good for at a real estate brokerage?

For what gets written every day: listing descriptions, emails to sellers and buyers, social posts. And for internal questions, if the procedures are written down. With Flipa, it also comes out in your brokerage's format and with your terms.

Does Flipa post listings to the MLS or the portals?

No. Flipa doesn't post or send anything. It leaves the listing written, with a “Copy” button next to it, and you paste it into the MLS or your own software.

Can it price a home or estimate its value?

No. It has no market data and no closed sales, and it doesn't do valuations. It can shape a report from the numbers and arguments you give it, but the price is yours to set.

Does it work with my CRM or my MLS?

No. Today there's no connection to real estate software, the MLS, or listing portals. Flipa works with the documents you upload, your website, and what you write in each conversation.

How do I keep it from inventing features of a property?

In the skill, you tell it which facts a listing carries and which are required, and to flag a missing one instead of filling it in. For your own material, fees or procedures, it looks in the brokerage's documents first. It can still be wrong: every listing gets reviewed before it's published.

What should a US brokerage know before signing up?

The app's interface is in Spanish today and English isn't available yet. Plans start at $99/mo per account (it runs on credits), and you buy one by card on the pricing page, cancel anytime. The Trial is free, no card needed: 2,000 credits, one time. Google Drive, Gmail, Slack, and HubSpot connections aren't available yet.

Make every listing read like the same brokerage

Explain once how you write them. After that, everyone pastes in their notes.

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