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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 23, 2026

5.7M+

Unique vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

4,081 listings found

No Photo

2027 Nissan Sentra S

Flagstaff, AZ

UnscoredInsufficient · 4
$24,176Mileage not verified

Comparison: 4 similar vehicles

Flagstaff, AZ

No Photo

2027 Nissan KICKS S

Flagstaff, AZ

Fair PriceRobust · 92
$24,375Mileage not verified

Market: $23,179$26,520

Comparison: 92 similar vehicles

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

Flagstaff, AZ

No Photo

2027 Nissan KICKS S

Prescott, AZ

Fair PriceRobust · 97
$24,557Mileage not verified

Market: $23,179$26,520

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Prescott, AZ

No Photo

2027 Nissan Sentra S

Flagstaff, AZ

UnscoredInsufficient · 4
$24,866Mileage not verified

Comparison: 4 similar vehicles

Flagstaff, AZ

No Photo

2027 Nissan Sentra S

Flagstaff, AZ

UnscoredInsufficient · 4
$25,215Mileage not verified

Comparison: 4 similar vehicles

Flagstaff, AZ

No Photo

2027 Toyota Corolla LE

Prescott, AZ

UnscoredLimited · 5
$25,424Mileage not verified

Comparison: 5 similar vehicles

Prescott, AZ

No Photo

2027 Toyota Corolla LE

Flagstaff, AZ

Fair PriceRobust · 361
$25,573Mileage not verified

Market: $24,929$30,578

Comparison: 361 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Flagstaff, AZ

No Photo

2027 Toyota Corolla LE

Prescott, AZ

UnscoredLimited · 5
$25,674Mileage not verified

Comparison: 5 similar vehicles

Prescott, AZ

No Photo

2027 Toyota Corolla LE

Prescott, AZ

UnscoredLimited · 5
$26,008Mileage not verified

Comparison: 5 similar vehicles

Prescott, AZ

No Photo

2027 Toyota Corolla LE

Prescott, AZ

UnscoredLimited · 5
$26,055Mileage not verified

Comparison: 5 similar vehicles

Prescott, AZ

No Photo

2027 Nissan Sentra SV

Flagstaff, AZ

Fair PriceRobust · 372
$26,453Mileage not verified

Market: $23,876$27,904

Comparison: 372 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Flagstaff, AZ

No Photo

2027 Kia Seltos LX

Flagstaff, AZ

Fair PriceRobust · 51
$26,750Mileage not verified

Market: $25,527$30,760

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Flagstaff, AZ

No Photo

2027 Kia Seltos LX

Flagstaff, AZ

Fair PriceRobust · 51
$26,750Mileage not verified

Market: $25,527$30,760

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Flagstaff, AZ

No Photo

2027 Nissan Sentra SR

Prescott, AZ

Fair PriceRobust · 347
$27,080Mileage not verified

Market: $25,510$33,873

Comparison: 347 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Prescott, AZ

No Photo

2027 Kia Seltos LX

Flagstaff, AZ

Fair PriceRobust · 51
$27,350Mileage not verified

Market: $25,527$30,760

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Flagstaff, AZ

No Photo

2027 Hyundai Kona SE

Prescott, AZ

UnscoredInsufficient · 4
$27,385Mileage not verified

Comparison: 4 similar vehicles

Prescott, AZ

No Photo

2027 Toyota Corolla Hatchback SE

Prescott, AZ

Fair PriceRobust · 73
$27,408Mileage not verified

Market: $26,242$31,049

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Prescott, AZ

No Photo

2027 Toyota Corolla Hatchback SE

Flagstaff, AZ

Fair PriceRobust · 58
$27,544Mileage not verified

Market: $26,242$29,206

Comparison: 58 similar vehicles

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

Flagstaff, AZ

No Photo

2027 Nissan Sentra SR

Flagstaff, AZ

Fair PriceRobust · 278
$27,635Mileage not verified

Market: $25,510$33,873

Comparison: 278 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Flagstaff, AZ

No Photo

2027 Nissan KICKS SV

Flagstaff, AZ

Fair PriceLimited · 10
$27,722Mileage not verified

Market: $27,722$30,205

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Flagstaff, AZ

No Photo

2027 Nissan KICKS SV

Flagstaff, AZ

Fair PriceLimited · 10
$27,722Mileage not verified

Market: $27,722$30,205

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Flagstaff, AZ

No Photo

2027 Toyota Corolla Hatchback SE

Prescott, AZ

Fair PriceRobust · 73
$27,798Mileage not verified

Market: $26,242$31,049

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Prescott, AZ

No Photo

2027 Hyundai Kona SE

Cottonwood, AZ

UnscoredInsufficient · 4
$27,840Mileage not verified

Comparison: 4 similar vehicles

Cottonwood, AZ

No Photo

2027 Toyota Corolla LE

Prescott, AZ

UnscoredLimited · 5
$27,970Mileage not verified

Comparison: 5 similar vehicles

Prescott, AZ

No Photo

2027 Kia Seltos LX

Prescott Valley, AZ

Fair PriceRobust · 59
$28,007Mileage not verified

Market: $25,527$30,760

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Prescott Valley, AZ

No Photo

2027 Nissan KICKS SV

Flagstaff, AZ

Fair PriceLimited · 10
$28,130Mileage not verified

Market: $27,722$30,205

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Flagstaff, AZ

No Photo

2027 Hyundai Kona SEL Sport

Flagstaff, AZ

UnscoredInsufficient · 3
$28,615Mileage not verified

Comparison: 3 similar vehicles

Flagstaff, AZ

No Photo

2027 Nissan KICKS SV

Flagstaff, AZ

Fair PriceLimited · 10
$28,735Mileage not verified

Market: $27,722$30,205

Comparison: 10 similar vehicles

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

Flagstaff, AZ

No Photo

2027 Chevrolet Equinox LT

Cottonwood, AZ

UnscoredLimited · 5
$28,863Mileage not verified

Comparison: 5 similar vehicles

Cottonwood, AZ

No Photo

2027 Chevrolet Equinox LT

Cottonwood, AZ

UnscoredLimited · 5
$28,863Mileage not verified

Comparison: 5 similar vehicles

Cottonwood, AZ

No Photo

2027 Hyundai Kona SEL Sport

Cottonwood, AZ

UnscoredInsufficient · 4
$29,290Mileage not verified

Comparison: 4 similar vehicles

Cottonwood, AZ

No Photo

2027 Kia Seltos LX

Prescott Valley, AZ

Fair PriceRobust · 59
$29,300Mileage not verified

Market: $25,527$30,760

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Prescott Valley, AZ

No Photo

2027 Toyota Corolla SE

Prescott, AZ

Fair PriceRobust · 210
$29,861Mileage not verified

Market: $27,394$34,455

Comparison: 210 similar vehicles

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

Prescott, AZ

No Photo

2027 Kia Seltos S

Flagstaff, AZ

UnscoredLimited · 6
$29,905Mileage not verified

Comparison: 6 similar vehicles

Flagstaff, AZ

No Photo

2027 Nissan KICKS SR

Flagstaff, AZ

Fair PriceModerate · 42
$29,955Mileage not verified

Market: $27,079$32,462

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Flagstaff, AZ

No Photo

2027 Nissan KICKS SV

Flagstaff, AZ

Fair PriceLimited · 10
$29,985Mileage not verified

Market: $27,722$30,205

Comparison: 10 similar vehicles

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

Flagstaff, AZ

No Photo

2027 Nissan KICKS SV

Flagstaff, AZ

OverpricedLimited · 10
$30,205Mileage not verified

Market: $27,722$29,985

Comparison: 10 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Flagstaff, AZ

No Photo

2027 Hyundai Kona SEL Sport

Flagstaff, AZ

UnscoredInsufficient · 3
$30,555Mileage not verified

Comparison: 3 similar vehicles

Flagstaff, AZ

No Photo

2027 Honda HR-V LX

Prescott, AZ

UnscoredInsufficient · 3
$30,738Mileage not verified

Comparison: 3 similar vehicles

Prescott, AZ

No Photo

2027 Honda HR-V LX

Prescott, AZ

UnscoredInsufficient · 3
$30,738Mileage not verified

Comparison: 3 similar vehicles

Prescott, AZ

No Photo

2027 Kia Seltos S

Flagstaff, AZ

UnscoredLimited · 6
$30,750Mileage not verified

Comparison: 6 similar vehicles

Flagstaff, AZ

No Photo

2027 Hyundai Kona SEL Premium

Prescott, AZ

Fair PriceRobust · 74
$30,880Mileage not verified

Market: $30,045$33,224

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Prescott, AZ

No Photo

2027 Hyundai Kona SEL Premium

Prescott, AZ

Fair PriceRobust · 74
$30,880Mileage not verified

Market: $30,045$33,224

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Prescott, AZ

No Photo

2027 Chevrolet Bolt LT

Flagstaff, AZ

Fair PriceRobust · 223
$30,939Mileage not verified

Market: $24,751$36,038

Comparison: 223 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Flagstaff, AZ

No Photo

2027 Kia Seltos S

Flagstaff, AZ

UnscoredLimited · 6
$31,130Mileage not verified

Comparison: 6 similar vehicles

Flagstaff, AZ

No Photo

2027 Kia Seltos S

Flagstaff, AZ

UnscoredLimited · 6
$31,195Mileage not verified

Comparison: 6 similar vehicles

Flagstaff, AZ

No Photo

2027 Nissan KICKS Rock Creek

Flagstaff, AZ

UnscoredLimited · 7
$31,205Mileage not verified

Comparison: 7 similar vehicles

Flagstaff, AZ

No Photo

2027 Kia Seltos S

Flagstaff, AZ

UnscoredLimited · 6
$31,275Mileage not verified

Comparison: 6 similar vehicles

Flagstaff, AZ

No Photo

2027 Toyota Corolla SE

Flagstaff, AZ

Fair PriceRobust · 156
$31,367Mileage not verified

Market: $27,394$32,979

Comparison: 156 similar vehicles

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

Flagstaff, AZ

No Photo

2027 Hyundai Santa Cruz SE

Cottonwood, AZ

UnscoredInsufficient · 3
$31,650Mileage not verified

Comparison: 3 similar vehicles

Cottonwood, AZ

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 is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. 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.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

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

Example market pages

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 at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Every market page surfaces these first in its deal sections, with each listing's percentage gap below the comparable-range floor shown beside it.
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 priced below 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. A listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal and surfaced first; one priced within the comparable range, or below the floor by less than that margin is Fair Price.

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. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as 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?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. 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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