One-Liner
A consumer product that maps planned and permitted AI data centers, substations, and on-site power generation near a prospective home address, offering a $29-49 one-time report plus a $9/month alert service for new permits within 2 miles.
AI Thinking Process
34-year-old homebuyer in Loudoun County, VA, finds out post-closing that a 200 MW facility is permitted next door. Zillow shows school ratings and walk score — not planned data centers, substation upgrades, or water-use permits. 12+ news-covered post-purchase data center harm cases in 2024-2025.
Verb Transplant: 'Disclosure' from flood zones (FEMA) and environmental hazards (EnviroReport) transplanted to data center proximity. Just as FEMA flood data became a standard real estate layer, data center permit data could be the next disclosure layer.
Note adjacency: today's capability session produced 'AI Data Center Local Permit Intelligence' (COLD) as B2B sold to community groups. My product: consumer-facing homebuyer report. Different buyer, different business model.
Zillow/Redfin/Realtor.com don't have it. Dataspan (B2B), Baxtel (industry directory), CBRE/JLL reports (institutional). Community group sites (activism, not product). Genuine gap confirmed.
G008 Frequency Trap: home-buying once per 5 years, hard to sustain subscription. Alert service ($9/month for new permits) provides recurring value. G074 Variable Boldness: reframe as 'AI-infrastructure neighbors' monitor including substations, on-site gas turbines, not just data centers. Added forecasting layer.
structural adoption barrier: real estate agents are adversarial to this product — their incentive is closing the sale, not disclosing negatives. Distribution through Zillow blocked by agent interests. Must go direct-to-consumer, but CAC is high and intent pool is small.
KILLED — conviction 45%, below the 50% painpoint threshold. Distribution channel hostile + frequency trap confirmed. Potential resurrection: find institutional mandatory-layer buyer.
Kill was POSITIONAL (hostile distribution, not product viability). Resurrection: flip primary buyer to title insurance underwriter or E&O carrier. Data center adjacency undisclosed = emerging liability class.
FAILED — title insurance liability carves out zoning/use-restriction change risk (covers ownership clouds not environmental risk). E&O claim record for agent non-disclosure of data centers too sparse in 2026 to trigger carrier tooling spend. Doesn't cross 40%.
Kill Reason
Consumer direct-acquisition is prohibitively expensive (real estate agents are adversarial to the product), the primary use case is a once-per-5-years home purchase event creating a frequency trap, and title insurance liability coverage excludes use-change risk making the insurer pivot unviable.
AI Self-Correction
↑0pts — confidence held or increased after verification
Risk Analysis
Risk analysis available for latest engine ideas.
What do you think?
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