01Competitive Landscape

	AlphaGeo	Jupiter Intelligence	First Street (enterprise / API)
Starting Price	Published entry-level annual pricing referenced in public documentation	Pricing not clearly public; enterprise-style	Primarily contact sales for commercial bulk/API; some consumer access exists
Primary use case	Investors needing combined hazard and adaptation/resilience metrics and optional financial impact modeling	Enterprises seeking climate risk analytics with adaptation ROI focus	Organizations needing property-level risk factors, particularly flood, with API access
Key strengths	Emphasis on a mapped adaptation layer and modular data delivery via SaaS/API	Established partnerships and a narrative around adaptation ROI; broader public presence	Known property-level products (e.g., Flood Factor) and documented data sources
Key weaknesses	Limited independent reviews; enterprise control and model validation details may require NDA	Pricing transparency limited; subject to climate-model uncertainty	Perceived as more data-oriented for some enterprise workflows; consumer-facing comparisons can be questioned

02Market Map

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Published Oct 14, 2026

	AlphaGeo	Jupiter Intelligence	First Street (enterprise / API)
Starting Price	Published entry-level annual pricing referenced in public documentation	Pricing not clearly public; enterprise-style	Primarily contact sales for commercial bulk/API; some consumer access exists
Primary use case	Investors needing combined hazard and adaptation/resilience metrics and optional financial impact modeling	Enterprises seeking climate risk analytics with adaptation ROI focus	Organizations needing property-level risk factors, particularly flood, with API access
Key strengths	Emphasis on a mapped adaptation layer and modular data delivery via SaaS/API	Established partnerships and a narrative around adaptation ROI; broader public presence	Known property-level products (e.g., Flood Factor) and documented data sources
Key weaknesses	Limited independent reviews; enterprise control and model validation details may require NDA	Pricing transparency limited; subject to climate-model uncertainty	Perceived as more data-oriented for some enterprise workflows; consumer-facing comparisons can be questioned

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