Olean, NY

Olean, NY is treated as a metropolitan or micropolitan statistical area decision file, not a market ranking. Zillow does not publish sufficient rent history to calculate the trailing-12-month rent change. That change is unavailable, so this report assigns neither a score nor a rank. The direct evidence nevertheless spans Zillow asking-rent and home-value indexes, Census ACS income, HUD Fair Market Rent, BLS labor change, Census Building Permits Survey activity, Redfin sale-market conditions, FEMA risk evidence, IRS migration, and HMDA purchase-mortgage occupancy. These are separate measures at stated periods, not a single measure of tenant demand, operating expense, lease renewal, or investment performance. The central decision question is which unresolved measure could alter a renter’s, landlord’s, or small investor’s reading of the current snapshot. Rent direction cannot be inferred from home values, labor, migration, or sale indicators.

At 2026-06-30, Zillow’s asking-rent index is $1,068 and its home-value index is $169,277; the supplied year-over-year home-value change is 4.57%. The reported 7.57% gross yield links the current rent and value readings in a screen, but it is not an operating return and cannot resolve expenses absent from the packet. Zillow’s rent series is an asking-rent index and its value series a home-value index. Neither establishes rent paid on a newly signed lease, renewal terms, sale price, vacancy, or cost burden. The home-value change has a stated direction while rent does not. Treating the former as rent growth would cross the source boundary. The current rent/value relationship is contemporaneous evidence only, pending a Zillow rent history adequate for a trailing change.

Census ACS reports median household income of $59,540. The supplied Zillow rent-to-income ratio is 21.53%, and price-to-income is 2.84. Those ratios place the indexed rent and home-value readings beside a household-income measure; they do not say every household has the median income or faces the index. HUD’s FY2026 two-bedroom Fair Market Rent is $1,007. Zillow’s $1,068 asking-rent index is $61 higher, with a supplied rent-versus-FMR ratio of 1.061. This is a benchmark comparison, not a like-for-like rent observation, because unit composition is not supplied and HUD FMR and Zillow asking rents serve different purposes. Census ACS provides household income; HUD provides the policy rent benchmark. The affordability boundary is informative, but it does not show household rent burdens, income distribution, subsidy use, or unit mix.

BLS LAUS reports a 1.53% metro labor change for the period ending 2026-05. Census Building Permits Survey reports 122 permitted housing units through 2026 M06, or 1.6 per 1,000 residents, with zero in the reported larger-building category. Redfin’s 2026-05 sale-market reading shows 4.7 months of supply, versus 4.5 previously; median days on market are 28, versus 64; sale-to-list is 97.72%; and price drops are 21.15%, versus 17.68%. The signals are mixed rather than self-confirming: supply is higher by 0.2 months and price reductions by 3.47 percentage points, while reported market time is shorter by 36 days. BLS labor change is a distinct employment measure, not an explanation for sales or rents. Permits are authorizations, not completed or occupied homes, and Redfin measures for-sale conditions rather than rental availability. Date and definition matching remain the relevant supply question.

IRS county-to-county tax-return migration, aggregated to the market, reports 1,346 moved in and 1,467 moved out, for net migration of -121. The incoming adjusted gross income reading is $51,973, versus $49,605 for outgoing returns, a supplied gap of $2,368. A negative headcount measure alongside higher incoming AGI is a compositional tension, not a single demand verdict. HMDA’s 2024 purchase-mortgage occupancy evidence records 491 purchases, including 33 investor purchases, or a 6.72% investor share. That share describes supplied financed-purchase evidence; it does not establish all purchases, existing investor ownership, rent levels, or units available for lease. IRS addresses migration in tax-return data, whereas HMDA addresses occupancy in purchase mortgages. They should remain distinct when examining movers and purchasers.

FEMA’s National Risk Index identifies inland flood, a water hazard, as the top hazard. The climate loss ratio is 0.001619 and the NRI risk score is 81.6. These are FEMA expected-annual-loss and risk-score evidence, not property-level flood determinations, claims history, insurance quotations, repair costs, or coverage terms. The available cost-level comparison is the $61 gap between Zillow’s $1,068 asking-rent index and HUD’s $1,007 two-bedroom FMR; it is a rent benchmark gap, not a hazard cost. Zillow’s home-value and gross-yield figures likewise do not identify exposure-related expenses. The record therefore identifies FEMA risk as a due-diligence topic but cannot support a claim that the hazard has altered rents, values, affordability, or investor participation.

The practical synthesis is question-led. The next investigation needs Zillow rent observations and methodology sufficient to calculate the unavailable trailing rent change, along with confirmation that their geographic and unit coverage match the current asking-rent index. Unit mix and listing status matter before treating the Zillow-to-HUD gap as an affordability conclusion. The BLS period, Census Building Permits Survey authorizations, and Redfin sales measures need reconciliation by date and coverage; permits should not be presumed to have become available housing. IRS migration and HMDA purchase-mortgage occupancy should remain separate evidence, with definitions checked against the decision under consideration. For FEMA, applicable exposure, insurance, tax, maintenance, and operating-cost documents are needed rather than converting an NRI score into a cost. These inquiries clarify snapshot limits; they cannot derive a rent trend, rank, investment return, or outcome forecast from the supplied facts.