Write the real-estate marketing automation brief before choosing tools

The person who can map the current process and collect source, policy, and access details.

The workflow owner, named licensed approval owner, destination owner, and appropriate brokerage or legal reviewer.

Every input, role, rule, exception owner, test, and evidence source is named. Unknowns are listed as blockers.

• Business outcome: What listing-launch handoff should become faster, clearer, or less manual?
• Workflow owner: Who owns the process after launch?
• Approval owner: Which licensed person can approve public marketing for the named channels?
• Release owner: Who controls each publishing destination?
• Out of scope: Which decisions must remain fully human?

• Trigger: What event starts the listing-marketing process?
• Current steps: Where are facts, assets, and copy handed off today?
• Volume: How many launches and channel outputs occur in the chosen baseline period?
• Waiting: Where does work pause, and what usually causes the pause?
• Rework: Which corrections are repeated across channels?
• Evidence: Which timestamps, checklists, or system records can establish the baseline?

• System of record: Where does each approved property fact come from?
• Required fields: Which values must exist before drafting can begin?
• Source version: How will a launch packet be identified and frozen for review?
• Conflicts: Who resolves values that disagree across sources?
• Media: Which assets are approved, who owns usage permission, and how is alteration status recorded?
• Sensitive data: Which information must never enter a marketing draft or model context?

• Channels: Name each requested destination instead of saying all channels.
• Format: Define length, required fields, call to action, media count, and file type for each output.
• Voice: Link to approved brokerage examples or style guidance.
• Attribution: Specify agent, team, brokerage, license, and source language required for each channel.
• Traceability: Require source version, draft version, reviewer, and intended channel on every output record.

• Factual review: Which claims must match the approved source exactly?
• Disclosure review: What approved language is required, and where must it appear?
• Fair-housing review: Who checks copy, audience design, and targeting choices?
• Media review: What is allowed for editing, what disclosure is required, and where is the original kept?
• Brokerage and MLS: Which current policy documents govern the workflow?
• Approval event: What person, time, source version, draft version, and channels must be recorded?

• Read seam: Approved API, export, email, watched folder, or manual handoff used to receive source data.
• Write seam: Approved API, import, draft queue, or human handoff used for each destination.
• Credentials: Which role owns access, and how is least privilege enforced?
• Availability: What happens when a source or destination is unavailable?
• No API path: Which manual checkpoint remains when a system has no safe integration seam?

• Missing value: Who receives the task and what blocks until it is resolved?
• Conflicting value: Which source owner decides the approved fact?
• Rejected draft: How are comments returned without losing the source and draft versions?
• Channel failure: How are retries made visible and duplicates prevented?
• Listing change: Which changes invalidate which drafts and published outputs?
• Emergency correction: Who can pause the workflow and coordinate removal or replacement?

• Test set: Which approved listings and edge cases will be used before launch?
• Acceptance checks: Define completeness, source fidelity, approval, audit trail, access, and failure behavior.
• Operational metric: Which baseline measure will be compared after launch?
• Quality measure: How will unsupported claims, corrections, and reviewer rejection be counted?
• Review cadence: Who inspects results and decides whether the workflow expands, changes, or stops?
• Claim boundary: What evidence is required before publishing any performance statement?