Grandview, OK
Grandview, OK's wildfire risk, in USFS's own numbers
Grandview's 813 buildings earn a 95th-percentile wildfire-risk score nationally under USFS's model — in USFS's highest wildfire-risk band nationally. (Source: USFS's Wildfire Risk to Communities methodology.)
Separately from the risk score above, Grandview's burn probability — fire likelihood with no building count factored in — sits at the 96th percentile nationally.
What "at risk" means for the buildings here
813 buildings are counted in Grandview, and 99.8% of them sit in USFS's Direct exposure zone — flame contact, not just ember cast, is the live possibility for most of them, against 0% rated Minimal.
Grandview against the rest of the country
Inside Oklahoma, Grandview sits at just the 78th percentile even though it scores 95th nationally — the state's overall wildfire exposure is high enough to make this a relatively quiet corner of it. Among the 31,521 US communities USFS scores, Grandview ranks 1,641 for wildfire risk (1 is highest) and 13,528 by building count (1 is largest). Within Oklahoma alone, it ranks 184 of 834 places by risk. See the full county-by-county picture for Oklahoma on its state page.
What this risk score means for insurance
Grandview's very high rating (95th percentile) puts it among the places where the national carrier-pullback trend is most relevant — not a guarantee of a coverage problem, but a reason to shop rather than assume.
Lowering exposure, not just insuring around it
Because Direct exposure dominates in Grandview (99.8%), the highest-leverage fix is defensible space, not roofing or vents alone — covered in the home-hardening guide.
More on how this number was built
Every one of the two percentiles behind Grandview's 1,641-place national rank traces to USFS's Wildfire Risk to Communities dataset — see the methodology guide. For more on what direct exposure implies beyond Grandview, see the exposure-zones guide.