Real Estate Listing Automation

Your entire listing workflow, automated.

Upload once. Ship a listing.

Stop stitching a photographer, a staging tool, a copywriter, and a CMA together by hand. Drop your photos and an address — Edensign stages and enhances the visuals, scores the home on the Fannie Mae UAD scale, pulls address-level market data, and writes a market-driven description. One automated workflow, start to MLS.

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One upload, end to endMinutes, not days

Ils nous font confiance

The automated workflow

One upload runs the whole chain. Unattended.

The same steps your team runs by hand across four or five tools — staging, enhancement, grading, market research, and copy — chained into one automated run that returns an MLS-ready package.

Input

One upload

Drag in a folder of listing photos and type an address or ZIP. That’s the whole hand-off.

Auto

Classify & de-dupe

Vision AI sorts every photo by room and collapses duplicate angles — no manual culling.

Auto

Stage & enhance

Virtual staging, enhancement, and day-to-dusk run on the visuals in one consistent style.

Auto

UAD home report

Each room is graded on the Fannie Mae UAD quality and condition scale, with ROI-ranked fixes.

Auto

Market dashboard

Address-level pricing, comps, and buyer archetype — with an AI assistant on top for Q&A.

Output

Listing description

A market-driven, MLS-ready description tuned to the local buyer — plus the full asset package.

What you get

Four artifacts. One workflow.

Each run produces a live market dashboard with an AI assistant on top, a UAD-calibrated home report, clean room-by-room classification, and a market-driven listing description — all ready to drop into MLS.

Market dashboard · AI agent assistant

Live dataAI Q&A

$618

Median $/sqft

18d

Median DOM

+4.2%

YoY

You

Why is YoY +4.2% here but the metro is flat? Who's actually buying on this block?

Edensign Assistant

The dashboard's +4.2% is driven by a tight comp set (n=14) skewed toward 2–3BR condos — the segment up most in this metro. Buyers here are ~62% young professionals and small families. Want me to pull the last 6 closed comps with their pricing context?

Home Report · Fannie Mae UAD

8 rooms3 improvements

Overall grade

Q3.5

Above average for the comp set. Two condition fixes would bump this to Q4.

Living RoomHardwood · Bay window · Crown molding

Q4C3

KitchenStock cabinets · Laminate counter

Q3C3

Primary BedroomWalk-in closet · Recessed lighting

Q4C4

Primary BathOriginal tile · Pedestal sink

Q3C2

Photo → room classification

14 photos8 unique rooms

Living · 1/2

⨯ dupLiving · 2/2

Primary Bed

Kitchen

Dining

Primary Bath

Detected 8 unique rooms across 14 photos. Two duplicate angles of the living room were collapsed; the highest-quality shot of each room flows into the report and hero photo.

Listing description · market-driven

MLS-readyBuyer-tuned

Sun-drenched bay window. Quarter-sawn hardwood underfoot. A 1920s living room that has been loved, lived in, and quietly updated for the way young professionals actually use a home today.

Three bedrooms, two baths, and a walk-in primary closet that punches well above its square footage. The kitchen is honest — stock cabinets, laminate counter — but it's bright, functional, and leaves room for the buyer to add their own stamp without a gut renovation.

Five-minute walk to the T. Walk Score 91. Coffee, groceries and the park all within four blocks. Two recent comps within 500 feet closed at $612 and $625 per sqft — above the neighborhood median, in under three weeks.

412 words · Reading level 7 · Local archetype: young_professional

Manual workflow vs. Edensign

Five vendors and three days, or one upload.

The traditional listing workflow is a relay race across separate tools and people. Edensign runs the whole relay as one automated handoff-free pass.

	Manual workflow	Edensign Listing Agent
Hand-offs to start	Photographer → stager → editor → copywriter → CMA	One upload
Tools & subscriptions	4–5 separate vendors and logins	One platform, AI at every step
Turnaround per listing	Days — gated by the slowest vendor	Minutes, unattended
Visual style across photos	Varies by who edited it	One consistent style
Market data in the loop	Separate CMA, pasted in by hand	Built-in, address-level
Listing copy	Boilerplate or outsourced	Market-driven, MLS-ready
Cost per listing	$$ spread across vendors	One flat workflow

From the field

From a folder of photos to listing-ready, in one sitting.

I used to spend an hour pulling comps and another hour writing the listing copy. Now I drop in 12 photos and an address, the agent gives me a UAD-graded report plus a description that sounds like me — I review and ship.

Sarah Mitchell

Real Estate Agent · Seattle, WA

The home report is the unlock. Sellers see a UAD grade with three ranked improvements and an ROI estimate — the conversation about painting cabinets or refinishing tile suddenly has numbers behind it.

Raj Patel

Brokerage Lead · Austin, TX

Being able to chat with the market data is the part my team didn't know they wanted. "What did this floor plan close at last year?" — answered in seconds, with citations. Replaces a tab of Redfin and a spreadsheet.

Amanda Foster

Luxury Broker · Boston, MA

The market-driven description actually reads like the neighborhood. Same house, two ZIPs, two different write-ups — and the one tuned to local buyers is the one that books showings.

Marcus Chen

Listing Agent · San Francisco, CA

Room classification with duplicate detection saves me from the worst part of the job. It picks the best shot of each space and the hero photo basically chooses itself.

Jennifer Rodriguez

Real Estate Photographer · Miami, FL

Sarah Mitchell

Real Estate Agent · Seattle, WA

Raj Patel

Brokerage Lead · Austin, TX

Amanda Foster

Luxury Broker · Boston, MA

The market-driven description actually reads like the neighborhood. Same house, two ZIPs, two different write-ups — and the one tuned to local buyers is the one that books showings.

Marcus Chen

Listing Agent · San Francisco, CA

Room classification with duplicate detection saves me from the worst part of the job. It picks the best shot of each space and the hero photo basically chooses itself.

Jennifer Rodriguez

Real Estate Photographer · Miami, FL

Frequently asked.

Instead of running a photographer, a staging tool, a photo editor, a copywriter, and a CMA tool separately, you upload photos and an address once. Edensign chains the steps — room classification, virtual staging and enhancement, a Fannie Mae UAD home report, an address-level market dashboard, and a market-driven listing description — into one automated pass and returns an MLS-ready package.

Same engine, framed around the full production workflow. The AI Listing Agent focuses on the analysis artifacts (home report, market dashboard, description). This page covers the end-to-end listing workflow — including staging and enhancement of the visuals — and how it replaces the manual, multi-vendor process.

Photos and an address. That’s it. Beds, baths, square footage, and price are optional and just sharpen the report, the market numbers, and the description.

Minutes, not days. The run is unattended — there are no hand-offs to a photographer, editor, or copywriter waiting in a queue, so the whole workflow finishes in one pass.

Yes. Virtual staging edits furniture and finishes only — walls, floors, windows, and fixtures are preserved — and the output is watermark-free. Add the virtual-staging disclosure your MLS requires.

The market-intelligence and home-report steps are in production for Greater Boston, with rolling expansion to the top 50 U.S. metros through 2026. The staging and enhancement steps work nationwide today.

Yes. The full pipeline — photo upload, classification, staging, home report, market analysis, and listing description — is exposed as a REST API. Talk to us for endpoint docs and rate limits.

Explore the platform

AI Listing Agent

The home report, market dashboard, and description engine behind the workflow.

3D Virtual Staging Editor

Stage and edit rooms in true 3D, in seconds.

Multi-View Virtual Staging

Keep furniture consistent across every listing photo.

Architectural AI

The proprietary architectural model behind every Edensign output.

Automate your next listing, end to end.

Tell us about your market and we'll book a 20-minute walkthrough — bring a folder of photos and an address, and we'll run the full workflow live.

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