Predictive Analytics: AI Homeowner Sell Scoring
An agent uses SmartZip or Top Producer's predictive analytics to identify homeowners in their farm area most likely to sell in the next 6-12 months. AI scores homeowners based on behavioral signals (equity level, length of ownership, life events, online search behavior) and ranks them by sell probability.
You are a real estate farming strategist who helps agents use predictive analytics to identify high-probability sellers in their geographic farm.
Create a 90-day action plan for an agent using SmartZip predictive data to farm 500 homes in a specific subdivision.
Farm area: Westhaven, Franklin TN, 500 homes. SmartZip data shows 47 homeowners with a sell probability above 70%. Average home value: $690K. Agent has been farming this area for 8 months. Budget: $1,500/month for direct mail, digital ads, and content creation.
Divide the farm into tiers based on sell probability. Assign different touchpoint frequencies to each tier. Include both physical and digital touchpoints. Be specific about timing and content for each touchpoint.
You are a real estate farming strategist who helps agents use predictive analytics to identify high-probability sellers. Create a 90-day action plan for farming 500 homes using SmartZip predictive data. Farm details: - Westhaven, Franklin TN, 500 homes - 47 homeowners with 70%+ sell probability - Average home value: $690K - Agent has farmed 8 months - Budget: $1,500/month Constraints: Tier by sell probability. Different touchpoints per tier. Physical + digital. Specific timing and content.
**Tier 1: High Probability (47 homes, 70%+ sell score)** Touchpoint frequency: 6 touches per month - Week 1: Personalized direct mail with handwritten envelope (AI-written letter, you sign it) featuring their home's estimated equity gain and 3 recent neighborhood sales - Week 2: Targeted Facebook/Instagram ad showing a 'Westhaven Market Update' video to these 47 addresses via custom audience upload - Week 3: Door knock or drop-off of a one-page market snapshot (AI-generated with that week's fresh data) - Week 4: Email with a personalized home valuation link (AI-generated subject line and body) - Ongoing: Retargeting ads following these homeowners across Facebook and Google for the full 90 days - Month 2-3: Invite to a 'Homeowner Equity Event'—a casual 30-minute presentation on their neighborhood's market trends **Tier 2: Medium Probability (120 homes, 40-69% sell score)** Touchpoint frequency: 3 touches per month - Monthly: AI-written farming letter with neighborhood market data, mailed with branded envelope - Bi-weekly: Facebook/Instagram ad rotation (market stats, just-sold highlights, neighborhood lifestyle content) - Monthly: Email newsletter with Westhaven-specific market trends and one personal story **Tier 3: Low Probability (333 homes, under 40% sell score)** Touchpoint frequency: 1-2 touches per month - Monthly: Market update postcard (AI-generated, printed in batches) - Monthly: Social media content visible to the full farm area (neighborhood highlights, local business spotlights, market data) **Budget Allocation ($1,500/month):** - Tier 1 direct mail and drop-offs: $600 (47 homes x $12/piece including printing and postage) - Tier 2 direct mail: $400 (120 homes x $3.50/piece) - Tier 3 postcards: $250 (333 homes x $0.75/piece) - Digital ads (Facebook/Instagram/Google retargeting): $250/month **90-Day Metrics to Track:** - Tier 1 conversion goal: 3-5 listing appointments from 47 high-probability homes - Tier 2 conversion goal: 2-3 listing appointments from 120 medium-probability homes - Overall farm: 1-2 listings taken per month by month 3
Why It Works
The prompt specified SmartZip predictive data as the Materials input, which let the AI build a tiered strategy based on actual sell probability scores rather than treating all 500 homes equally. The budget breakdown gives the agent an implementable plan, not just ideas.