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Workflow 3 of 10 · Realtor Workflow Library

Listing Journey: Lead to CMA to Listing to Marketing to Close

From seller inquiry through signed listing, go-live, offers, and ratified contract
What this workflow fixes
Eight to fourteen hours from CMA prep to go-live, two-plus hours just to build the CMA manually, and a long tail of “I’ll get back to you” sellers eating nurture cycles before any commission is earned.

The workflow today

Read left to right. Each row is one role. AI badges mark where Gugubrand agents replace or assist human work.
ROLES PROCESS FLOW — LEFT TO RIGHT Seller Lead Listing Agent Marketing TC Seller / Source Primary owner Coordinator Transaction Coordinator Needs to think — 24-hr follow-up No / unrealistic price — nurture or pass Yes — signed Yes — ratified No — reduce / re-market S3.1 · START Seller inquiry S3.2 Prequalify & book appt AI+ S3.3 Build CMA & presentation S3.4 Assemble pre- listing packet AI+ S3.5 Run listing presentation S3.6 Signed? S3.7 Hand off agreement & disclosures AI S3.8 Schedule photo / 3D / staging vendors S3.9 Enter listing in MLS (Coming Soon → Active) S3.10 Host showings & manage offers S3.11 Under K? S3.12 · END Hand off to contract-to-close EXIT 24-hr follow-up EXIT Nurture or pass
AIAI Replace — agent owns this step
AI+AI Assist — human-in-the-loop
Regulated — requires legal review
Human bottleneck
Repetitive admin
Branch / loop-back path

Where Gugubrand AI agents deploy

Three AI interventions across three steps. Tinted rows touch regulated channels.
Step Step label AI capability Automation Difficulty Time saved Compliance
S3.3 Build CMA & listing presentation CMA narrative + slide gen Assist low 30–60 min/listing State RE Commission
S3.5 Run listing presentation Real-time objection-handling assistant Assist med 30–60 min/listing —
S3.8 Schedule photo / 3D / staging vendors Vendor coordination bot Replace low 1 hr/listing —

Executive summary

Where to start, what to wait on, and a realistic rollout order.
Highest-ROI intervention

Vendor coordination bot

S3.8

S3.8 — Vendor coordination is low-difficulty, non-regulated, and removes an hour of phone-tag per listing without touching seller-facing valuation or copy.

Riskiest to automate

AI-generated CMA narrative

S3.3

S3.3 — AI-generated CMA narrative and pricing rationale lands directly on a state-regulated valuation, so any draft must be reviewed by the Listing Agent before it ever reaches the seller.

Implementation order

Three pilots, in sequence

S3.8 → S3.3 → S3.5

Pilot 1: Vendor coordination at S3.8 — clean win, no compliance exposure, frees the Marketing Coordinator’s calendar. Pilot 2: CMA narrative + slide gen at S3.3 as assist-only, with mandatory agent review before sending. Pilot 3: Real-time objection-handling assistant at S3.5 once the team is comfortable letting AI listen in on live listing appointments.

Compliance note. AI intervention recommendations in this diagram are guidance, not legal advice. Any AI deployment touching lead communication (TCPA), listing copy or ad targeting (Fair Housing), or contract/disclosure/CMA generation (state real estate commission rules) requires review by a US real estate attorney before implementation. Time-savings figures are estimates based on industry sources; benchmark against your team’s actual data before quoting them externally.