Property Map — SF Bay Area
Dot size = annual revenue · Hover any property for full detail
Show
Size by
Gift recommended (357)
No gift needed (955)
Dot size ∝ selected metric
Geographic pattern: High-value gifted properties cluster in central SF and the peninsula. The model concentrates intervention precisely where revenue density is highest.
Gift Rate by Revenue Tier
What % of properties in each revenue tier receive a gift?
View as
97.6% of properties earning >$100K/year receive a gift — near-automatic. Below $10K, almost never justified. $25K–$50K is the true decision zone where the model does its most selective work.
Revenue Distribution
Compare the annual revenue profiles of gifted vs. non-gifted properties
Display
Gifted properties earn $57,643/year on average — 2.5× more than non-gifted ($22,859). The model is correctly concentrating intervention on the highest-value hosts.
What-If: Adjust Gift Cost
Drag to simulate how changing the gift amount reshapes strategy decisions
Gifts
357
Investment
$357K
Net Profit
$3.41M
ROI
9.6×
Key insight: Lower gift costs qualify more borderline properties. Higher costs concentrate spend on only the highest-value hosts. $1,000 is close to the profit-maximising point on this portfolio.
By Property Size
4+ bedroom properties show 90%+ gift rates — professional operators with more platform alternatives.
Ratings Analysis
Rating distribution is similar across both groups. Guest satisfaction alone doesn't predict host attrition — revenue is the dominant signal.
Platform Tenure
Mid-tenure hosts (20–35 months) have the highest gift rates — established enough to be valuable, not yet fully committed.
Property Explorer
Filter by any dimension to find specific properties. Showing top 100 by annual revenue by default.
Filters
Search Property ID
Gift Decision
Bedrooms
Daily Rate $30 – $2,614
Annual Revenue $350 – $586K
Overall Rating 50 – 100
Showing 100 of 1,312 properties
| Property ID | Daily Rate ↓ | Annual Revenue | Annual Profit | Rating | Beds | Tenure | Cutoff p* | Decision |
|---|