Tool 01 of 17 / Listings & Marketing

The listing copy
that knows your market.

Drop the address. Pick the tone. Get three full descriptions in thirty seconds. Every one neighborhood-aware, sourced from local data, Fair Housing screened, ready to copy into your CRM.

30-second average 3 tone variations Fair Housing screened
platform-realtrai.com / listing-writer
Luxury Vacation Rental Investment
5421 Royal Palm Way, Charleston, SC 29401
GENERATED

Generating Fair Housing OK 3 variations
Avg time
28s
From address to copy
Tones
3
Per generation
0s
Avg generation time
0
Tone variations / output
0+
MLS systems supported
0%
Fair Housing screened
See It Work

Four real properties.
Written in real time.

Same engine you get on day one of your trial. Watch four addresses become four full listing descriptions, in four different tones, generated live.

SUBJECT PROPERTY
Charleston Antebellum Estate
6 BR · 4.5 BA · 0.33 acres · listed $3.8M
platform-realtrai.com / listing-writer / new
Luxury Vacation Rental Investment
5421 Royal Palm Way, Charleston, SC 29401
GENERATED

Generating Fair Housing OK Sourced from MLS
Same Address. Two Engines.

Generic AI writes generic copy.
Specialists write listings.

Both prompts say "write a listing description for 123 Cliffside Drive, Tiburon, CA." Here is what came back.

ChatGPT · Generic Prompt
3 issues flagged

Welcome to this stunning 6 bedroom, 5.5 bathroom luxury home in the prestigious Tiburon community. This beautiful property features panoramic views and high-end finishes throughout. The gourmet kitchen is perfect for entertaining, and the master suite is a private oasis. Located in a desirable neighborhood with top-rated schools, this home is perfect for the discerning buyer.

"Prestigious community" implies class-based exclusivity
"Top-rated schools" is a Fair Housing concern in many states
"Master suite" is outdated terminology since 2020
RealtrAI Listing Writer
Compliant

An architectural reverie above the canyon, this six bedroom estate frames the city in floor-to-ceiling glass and warm Carmel stone. Heated infinity edge, vintner cellar, and a guest house designed for the long weekend. Sited on 0.42 acres in Tiburon, four minutes to Belvedere village.

Sourced from MLS data, not memory
Specific architectural detail (Carmel stone, infinity edge)
Compliant terminology, neighborhood facts not steering
The Pipeline

Address in. Listing out. Four steps.

Every output runs the same governed pipeline. Sourced from real data. Screened for compliance. Audited end to end.

01
Address In
Drop a property address or MLS number. Listing Writer pulls property data, recent sales, neighborhood context, and local amenities automatically.
~ 2 seconds
02
Tone Selected
Pick Luxury, Vacation Rental, or Investment. Each tone is tuned to its market segment, with vocabulary, structure, and emphasis that lands with that buyer.
~ 1 second
03
Generated
Three full variations produced in under thirty seconds. Each one neighborhood-aware, sourced from local data, structured for the platform you will publish on.
~ 22 seconds
04
Verified
Fair Housing screen runs before delivery. No protected-class steering, no demographic shorthand, no predatory language. The version you see is safe to send.
~ 3 seconds
Real Listings, Real Outputs

Four properties.
Four very different tones.

Each listing below was generated from a real address and the actual model. No edits, no human polish.

Luxury
Charleston Antebellum
6 BR · 4.5 BA · $3.8M

An antebellum revival on Charleston's South of Broad, with original heart pine floors, a wraparound piazza, and a carriage house ready for the next chapter.

FAIR HOUSING OK 26s
Luxury
Aspen Mountain Modern
5 BR · 5.5 BA · $9.4M

Sited above the Roaring Fork Valley, this five bedroom mountain modern frames the Maroon Bells in walls of glass. Heated radiant floors and a guest wing built for season-long stays.

FAIR HOUSING OK 31s
Vacation Rental
Lake Tahoe Waterfront
4 BR · 3 BA · sleeps 12

Lake Tahoe at its quietest. Four bedrooms, a private dock, and a wraparound deck built for sunset cocktails. Walking distance to the village. Permitted as a short-term rental.

FAIR HOUSING OK 24s
Investment
Austin East 12th Triplex
3 units · 2,400 sqft · $1.1M

Three units, 2,400 sqft on East 12th. Class A finishes, individually metered, 6.4% cap. Comparable triplexes in the area trade between 5.8% and 6.7%. Last assessed 2024.

FAIR HOUSING OK 29s
What's Inside

Six things generic AI can't do.

Listing Writer is not a prompt template. It is a specialist agent with its own data sources, voice training, and compliance layer.

🎤
Three Tone Variations

Luxury, Vacation Rental, Investment. Each tone is tuned to its market with vocabulary, structure, and emphasis that lands with that buyer.

All Plans
📍
Neighborhood Intelligence

Local data on amenities, walkability, recent sales. Neighborhood-specific language drawn from real context, not generic adjectives.

All Plans
🛡
Fair Housing Screen

Federal Fair Housing Act plus state addendums. Every output is screened before delivery. Methodology reviewed by housing-law counsel.

All Plans
🎧
Brand Voice Training

Feed three to five of your past listings, the model learns your tone. Future generations match your voice without sounding scripted.

Pro & Up
💾
MLS Integrations

Fifty+ MLS systems integrated. Stellar, Bright, CRMLS, NorthstarMLS, RPR. Drop the MLS number, property data fills automatically.

All Plans
📰
Multi-Format Output

MLS-ready, social-ready, email-ready. One input, four formats, copy to whichever surface you publish on.

All Plans
Fair Housing In Action

Watch the screener catch what gets agents fined.

Every output is screened against the federal Fair Housing Act and state addendums. Below are real phrases the screener catches and the compliant alternatives it provides. The version that is safe to send is the only version you get.

  • Screened against all seven federal protected classes
  • State-specific addendums for CA, NY, IL, FL, TX and more
  • No demographic descriptors of neighborhoods
  • Audit trail logged for every generation
Read the methodology →
Fair Housing Screen · Live
FLAGGED Perfect for young professionals near the trendy bars and clubs
REPLACED Walking distance to neighborhood restaurants and entertainment
FLAGGED Quiet street in an exclusive area
REPLACED Quiet street in an established neighborhood
FLAGGED Master bedroom with walk-in closet
REPLACED Primary bedroom with walk-in closet
FLAGGED Family-friendly neighborhood with great schools
REPLACED Residential neighborhood with parks and amenities nearby
FAQ

Listing Writer questions, answered.

Fifty+ MLS systems including Stellar MLS, Bright MLS, CRMLS, NorthstarMLS, Realtors Property Resource (RPR), and direct MLS imports for most major US markets. If your MLS is not in the list, you can paste property data manually or upload a CSV.

Yes. Generated copy is your starting point, not your finished product. Edit any variation, regenerate sections, mix elements between tones. The Fair Housing screen runs again on every save.

Currently US and Canada. UK and Australia are on the Q2 2026 roadmap. If your market is not supported, you can still use Listing Writer by pasting property data manually, but neighborhood intelligence will be limited.

On Professional plans and up: feed Listing Writer three to five of your past listings, the model learns your tone, vocabulary, and structural preferences. Future generations match your voice without sounding scripted. Available in Professional, Team, and Brokerage plans.

Every output is screened against the federal Fair Housing Act and state-level addendums before delivery. Screener methodology was reviewed by housing-law counsel. Audit trail is logged for every generation. Read the full methodology.

Start Free

Your next listing,
generated in thirty seconds.

Try Listing Writer free for seven days. No credit card. All seventeen tools included.