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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform that ranks live dealer inventory by price-to-market against comparable listings. Days-on-lot and sell-through from similar vehicles are shown separately as Demand-Verified evidence, not inputs to the price ranking.

Market snapshot · September 22, 2026

5.7M+

Vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Processed daily

Cited in Wall Street sell-side equity research, April 2026

Or explore the market

743 listings found

No Photo

2027 Toyota Corolla LE

Hays, KS

Fair PriceRobust · 72
$26,803Mileage not verified

Market: $23,532$30,388

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Hays, KS

No Photo

2027 Toyota Corolla LE

Hays, KS

Fair PriceRobust · 72
$27,829Mileage not verified

Market: $23,532$30,388

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Hays, KS

No Photo

2027 GMC Terrain Elevation

Hays, KS

Fair PriceRobust · 52
$37,925Mileage not verified

Market: $31,190$42,768

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Hays, KS

No Photo

2027 GMC Terrain AT4

Hays, KS

Great DealModerate · 23
$40,635Mileage not verified

Market: $40,794$45,064

Comparison: 23 similar vehicles

Hays, KS

No Photo

2027 Chrysler Pacifica Select

Hays, KS

Fair PriceRobust · 67
$46,369Mileage not verified

Market: $42,829$59,995

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Hays, KS

No Photo

2027 Ford Explorer ST-LINE

Hays, KS

UnscoredInsufficient · 0
$51,639Mileage not verified

Hays, KS

No Photo

2027 GMC Acadia Elevation

Hays, KS

UnscoredInsufficient · 3
$51,744Mileage not verified

Comparison: 3 similar vehicles

Hays, KS

No Photo

2027 GMC Acadia Elevation

Hays, KS

UnscoredInsufficient · 3
$52,044Mileage not verified

Comparison: 3 similar vehicles

Hays, KS

No Photo

2027 GMC Acadia Elevation

Hays, KS

UnscoredInsufficient · 3
$52,689Mileage not verified

Comparison: 3 similar vehicles

Hays, KS

No Photo

2027 Dodge Durango GT HEMI Plus V8

Hays, KS

OverpricedModerate · 20
$52,734Mileage not verified

Market: $49,509$52,711

Comparison: 20 similar vehicles

Hays, KS

No Photo

2027 GMC Acadia Elevation

Hays, KS

UnscoredInsufficient · 3
$54,239Mileage not verified

Comparison: 3 similar vehicles

Hays, KS

No Photo

2027 GMC Acadia Denali Ultimate

Hays, KS

Fair PriceModerate · 32
$69,374Mileage not verified

Market: $63,532$69,974

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Hays, KS

No Photo

2027 GMC Acadia Denali Ultimate

Hays, KS

OverpricedModerate · 32
$69,974Mileage not verified

Market: $63,532$69,938

Comparison: 32 similar vehicles

Hays, KS

No Photo

2027 Ford Expedition Active

Hays, KS

UnscoredInsufficient · 0
$77,129Mileage not verified

Hays, KS

No Photo

2027 Ford Expedition Platinum

Hays, KS

UnscoredInsufficient · 0
$88,349Mileage not verified

Hays, KS

No Photo

2026 Chevrolet Trailblazer LS

Hays, KS

Great DealLimited · 19
$23,995675 mi

Market: $25,682$26,899

Comparison: 19 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 6 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Hyundai Elantra SEL Sport

Hays, KS

Fair PriceLimited · 12
$23,99516,664 mi

Market: $20,000$26,498

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Chevrolet Trax LS

Hays, KS

UnscoredLimited · 8
$23,99516,009 mi

Comparison: 8 similar vehicles

Hays, KS

No Photo

2026 Kia Seltos LX

Hays, KS

Fair PriceRobust · 52
$25,38812,779 mi

Market: $22,757$28,490

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Kia Seltos LX

Hays, KS

UnscoredLimited · 5
$25,3889,588 mi

Comparison: 5 similar vehicles

Hays, KS

No Photo

2026 Chevrolet Trax LT

Hays, KS

UnscoredLimited · 8
$25,529Mileage not verified

Comparison: 8 similar vehicles

Hays, KS

No Photo

2026 Volkswagen Jetta SE

Hays, KS

UnscoredInsufficient · 0
$25,9807,269 mi

Hays, KS

No Photo

2026 Kia Seltos LX

Hays, KS

UnscoredLimited · 8
$25,9865,549 mi

Comparison: 8 similar vehicles

Hays, KS

No Photo

2026 Chevrolet Trailblazer LT

Hays, KS

Fair PriceRobust · 94
$25,999Mileage not verified

Market: $25,350$32,864

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 332 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Chevrolet Trax LT

Hays, KS

Fair PriceRobust · 227
$26,284Mileage not verified

Market: $23,630$30,774

Comparison: 227 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Chevrolet Trax LT

Hays, KS

UnscoredLimited · 8
$27,284Mileage not verified

Comparison: 8 similar vehicles

Hays, KS

No Photo

2026 Chevrolet Trax Activ

Hays, KS

UnscoredInsufficient · 3
$27,929Mileage not verified

Comparison: 3 similar vehicles

Hays, KS

No Photo

2026 Chevrolet Trailblazer LS

Hays, KS

UnscoredLimited · 5
$27,982Mileage not verified

Comparison: 5 similar vehicles

Hays, KS

No Photo

2026 Chevrolet Trailblazer LT

Hays, KS

Fair PriceRobust · 95
$28,684Mileage not verified

Market: $25,350$32,864

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Chevrolet Trax Activ

Hays, KS

Fair PriceRobust · 163
$28,839Mileage not verified

Market: $26,130$30,789

Comparison: 163 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Chevrolet Equinox LT

Hays, KS

UnscoredInsufficient · 4
$28,99439,831 mi

Comparison: 4 similar vehicles

Hays, KS

No Photo

2026 Chevrolet Trax RS

Hays, KS

Fair PriceRobust · 239
$29,190Mileage not verified

Market: $24,300$31,289

Comparison: 239 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Chevrolet Equinox LT

Hays, KS

Fair PriceLimited · 10
$29,99512,288 mi

Market: $26,379$30,494

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 GMC Terrain Elevation

Hays, KS

UnscoredLimited · 9
$29,99513,386 mi

Comparison: 9 similar vehicles

Hays, KS

No Photo

2026 Chevrolet Equinox LT

Hays, KS

UnscoredInsufficient · 4
$29,9959,144 mi

Comparison: 4 similar vehicles

Hays, KS

No Photo

2026 Chevrolet Equinox LT

Hays, KS

Fair PriceLimited · 10
$29,99510,621 mi

Market: $26,379$30,494

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Nissan Rogue SV

Hays, KS

OverpricedModerate · 30
$29,9955,178 mi

Market: $24,078$28,995

Comparison: 30 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Hays, KS

No Photo

2026 GMC Terrain Elevation

Hays, KS

Fair PriceLimited · 17
$29,99925,054 mi

Market: $29,379$34,174

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Chevrolet Equinox LT

Hays, KS

OverpricedLimited · 10
$30,49416,789 mi

Market: $26,379$29,995

Comparison: 10 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Hays, KS

No Photo

2026 Hyundai Sonata SEL

Hays, KS

Fair PriceLimited · 10
$30,9952,286 mi

Market: $28,446$31,476

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 GMC Terrain Elevation

Hays, KS

Great DealLimited · 14
$31,395Mileage not verified

Market: $33,698$41,379

Comparison: 14 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 156 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Jeep Compass Latitude Altitude

Hays, KS

Fair PriceRobust · 135
$31,799Mileage not verified

Market: $28,660$38,531

Comparison: 135 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 288 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Honda HR-V Sport

Hays, KS

Fair PriceLimited · 14
$31,9954,351 mi

Market: $27,000$33,581

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 GMC Terrain Elevation

Hays, KS

UnscoredLimited · 9
$32,99515,177 mi

Comparison: 9 similar vehicles

Hays, KS

No Photo

2026 Chevrolet Equinox LT

Hays, KS

Fair PriceRobust · 232
$32,99737,355 mi

Market: $23,699$34,224

Comparison: 232 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Ford Maverick XL

Hays, KS

Fair PriceRobust · 122
$33,654Mileage not verified

Market: $26,786$34,549

Comparison: 122 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Subaru Forester Premium

Hays, KS

UnscoredInsufficient · 0
$33,9951,787 mi

Hays, KS

No Photo

2026 GMC Terrain Elevation

Hays, KS

Fair PriceRobust · 129
$33,99732,821 mi

Market: $26,874$36,498

Comparison: 129 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Hays, KS

No Photo

2026 Toyota Prius XLE

Hays, KS

UnscoredInsufficient · 0
$34,3884,715 mi

Hays, KS

No Photo

2026 Toyota Camry SE

Hays, KS

Fair PriceRobust · 103
$34,432Mileage not verified

Market: $32,683$40,400

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Hays, KS

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal adds a price below the comparable market range. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Live examples

OAV answers these questions

What are the best priced vehicles?
OAV ranks vehicles by how far below their typical market range they are listed, using comparable listings; days-on-lot is shown as a separate demand signal, not a ranking input. Great Deal means priced below the comparable-range floor by a meaningful margin (OAV's minimum-gap rule); a listing below the floor by less than that margin — or within the range — is Fair Price.
Which vehicles are priced below market?
Vehicles flagged as undervalued are priced below the typical range for comparable cars. The "Top Deals" section on every market page surfaces these first, with the percentage gap from the typical range shown per listing.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are undervalued compared with comparable listings?
OAV's Price-to-Market analysis evaluates every eligible listing against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. Undervalued listings price below the typical comparable range and are surfaced as Great Deals.

How OAV works

How does OAV rate vehicle deals?
OAV evaluates every eligible listing against similar vehicles currently available, positioning its asking price within the supported comparable range. Each listing is rated a Great Deal (priced below comparable listings), Fair Price (priced within the typical range), or Overpriced (priced above comparable listings). Vehicles without sufficient comparable evidence remain Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. Every listing shows its current days on lot, and every market page shows the average days on lot for that metro or body type. It is a direct signal of local demand and pricing pressure.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers manage their profile, route inbound buyer inquiries, and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, exports, and enhanced merchandising.
What technology powers OAV's deal ratings?
OAV's inventory standardization technology is protected by U.S. Patent No. 12,236,477, and its Price-to-Market analysis is Patent Pending. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

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