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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. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 11, 2026

5.9M+

Unique vehicles analyzed

as of October 10, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

1,179 listings found

2027 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla LE

Aberdeen, SD

Fair PriceRobust · 56
$25,228Mileage not verified

Market: $24,954 – $34,822

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Aberdeen, SD

2027 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla LE

Aberdeen, SD

Fair PriceRobust · 56
$26,224Mileage not verified

Market: $24,954 – $34,822

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Aberdeen, SD

2027 Nissan Sentra SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Sentra SV

Aberdeen, SD

UnscoredInsufficient · 0
$27,489Mileage not verified

Aberdeen, SD

2027 Nissan Sentra SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Sentra SV

Aberdeen, SD

UnscoredInsufficient · 0
$27,705Mileage not verified

Aberdeen, SD

2027 Nissan Sentra SR

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Sentra SR

Aberdeen, SD

UnscoredInsufficient · 0
$27,864Mileage not verified

Aberdeen, SD

2027 Nissan KICKS SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan KICKS SV

Aberdeen, SD

UnscoredInsufficient · 4
$29,639Mileage not verified

Comparison: 4 similar vehicles

Aberdeen, SD

2027 Nissan KICKS SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan KICKS SV

Aberdeen, SD

UnscoredInsufficient · 4
$29,669Mileage not verified

Comparison: 4 similar vehicles

Aberdeen, SD

2027 Nissan KICKS SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan KICKS SV

Aberdeen, SD

UnscoredInsufficient · 4
$30,189Mileage not verified

Comparison: 4 similar vehicles

Aberdeen, SD

2027 Toyota Corolla XSE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Corolla XSE

Aberdeen, SD

UnscoredLimited · 7
$31,543Mileage not verified

Comparison: 7 similar vehicles

Aberdeen, SD

2027 Honda HR-V Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Honda HR-V Sport

Aberdeen, SD

UnscoredInsufficient · 4
$32,204Mileage not verified

Comparison: 4 similar vehicles

Aberdeen, SD

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Aberdeen, SD

UnscoredLimited · 6
$33,041Mileage not verified

Comparison: 6 similar vehicles

Aberdeen, SD

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Aberdeen, SD

UnscoredLimited · 6
$33,041Mileage not verified

Comparison: 6 similar vehicles

Aberdeen, SD

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Aberdeen, SD

UnscoredLimited · 6
$33,492Mileage not verified

Comparison: 6 similar vehicles

Aberdeen, SD

2027 Nissan Rogue SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Rogue SV

Aberdeen, SD

UnscoredInsufficient · 0
$34,909Mileage not verified

Aberdeen, SD

2027 Nissan Rogue

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Rogue

Aberdeen, SD

UnscoredInsufficient · 0
$34,909Mileage not verified

Aberdeen, SD

2027 Nissan Rogue

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Rogue

Aberdeen, SD

UnscoredInsufficient · 0
$34,909Mileage not verified

Aberdeen, SD

2027 Nissan Rogue SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Rogue SV

Aberdeen, SD

UnscoredInsufficient · 0
$34,909Mileage not verified

Aberdeen, SD

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Webster, SD

UnscoredInsufficient · 3
$35,145Mileage not verified

Comparison: 3 similar vehicles

Webster, SD

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Webster, SD

UnscoredInsufficient · 3
$35,145Mileage not verified

Comparison: 3 similar vehicles

Webster, SD

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Webster, SD

UnscoredInsufficient · 3
$35,145Mileage not verified

Comparison: 3 similar vehicles

Webster, SD

2027 Nissan Rogue

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Rogue

Aberdeen, SD

UnscoredInsufficient · 0
$35,359Mileage not verified

Aberdeen, SD

2027 Nissan Rogue

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Rogue

Aberdeen, SD

UnscoredInsufficient · 0
$35,359Mileage not verified

Aberdeen, SD

2027 Nissan Rogue

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Rogue

Aberdeen, SD

UnscoredInsufficient · 0
$35,359Mileage not verified

Aberdeen, SD

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Aberdeen, SD

UnscoredLimited · 6
$35,535Mileage not verified

Comparison: 6 similar vehicles

Aberdeen, SD

2027 Nissan Rogue

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Rogue

Aberdeen, SD

UnscoredInsufficient · 0
$35,759Mileage not verified

Aberdeen, SD

2027 Nissan Rogue

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Rogue

Aberdeen, SD

UnscoredInsufficient · 0
$35,759Mileage not verified

Aberdeen, SD

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Webster, SD

UnscoredInsufficient · 3
$36,160Mileage not verified

Comparison: 3 similar vehicles

Webster, SD

2027 Toyota Unknown

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Unknown

Aberdeen, SD

UnscoredInsufficient · 0
$36,439Mileage not verified

Aberdeen, SD

2027 Toyota Unknown

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Unknown

Aberdeen, SD

UnscoredInsufficient · 0
$36,439Mileage not verified

Aberdeen, SD

2027 Toyota Unknown

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Unknown

Aberdeen, SD

UnscoredInsufficient · 0
$36,439Mileage not verified

Aberdeen, SD

2027 Toyota Prius Nightshade

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Prius Nightshade

Aberdeen, SD

UnscoredInsufficient · 0
$36,793Mileage not verified

Aberdeen, SD

2027 Toyota Unknown

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Unknown

Aberdeen, SD

UnscoredInsufficient · 0
$36,814Mileage not verified

Aberdeen, SD

2027 Honda CR-V EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Honda CR-V EX

Aberdeen, SD

UnscoredLimited · 9
$36,899Mileage not verified

Comparison: 9 similar vehicles

Aberdeen, SD

2027 Jeep Compass Latitude

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Jeep Compass Latitude

Aberdeen, SD

UnscoredInsufficient · 0
$37,014Mileage not verified

Aberdeen, SD

2027 Jeep Compass Altitude

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Jeep Compass Altitude

Aberdeen, SD

UnscoredInsufficient · 0
$37,014Mileage not verified

Aberdeen, SD

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Ellendale, ND

UnscoredLimited · 6
$37,420Mileage not verified

Comparison: 6 similar vehicles

Ellendale, ND

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Aberdeen, SD

UnscoredLimited · 6
$37,599Mileage not verified

Comparison: 6 similar vehicles

Aberdeen, SD

2027 Nissan Rogue Rock Creek

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Rogue Rock Creek

Aberdeen, SD

UnscoredInsufficient · 0
$38,454Mileage not verified

Aberdeen, SD

2027 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox LT

Aberdeen, SD

UnscoredLimited · 6
$38,670Mileage not verified

Comparison: 6 similar vehicles

Aberdeen, SD

2027 Chevrolet Equinox RS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox RS

Webster, SD

Fair PriceRobust · 251
$39,285Mileage not verified

Market: $34,245 – $43,345

Comparison: 251 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Webster, SD

2027 Chevrolet Equinox ACTIV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox ACTIV

Webster, SD

Fair PriceRobust · 93
$39,485Mileage not verified

Market: $36,980 – $42,769

Comparison: 93 similar vehicles

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

Webster, SD

2027 Chevrolet Equinox ACTIV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Equinox ACTIV

Webster, SD

Fair PriceRobust · 93
$39,485Mileage not verified

Market: $36,980 – $42,769

Comparison: 93 similar vehicles

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

Webster, SD

2027 Toyota Unknown

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota Unknown

Aberdeen, SD

UnscoredInsufficient · 0
$41,849Mileage not verified

Aberdeen, SD

2027 Nissan Frontier SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Frontier SV

Aberdeen, SD

UnscoredInsufficient · 0
$45,169Mileage not verified

Aberdeen, SD

2027 Chrysler Pacifica Select

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chrysler Pacifica Select

Aberdeen, SD

UnscoredInsufficient · 3
$45,964Mileage not verified

Comparison: 3 similar vehicles

Aberdeen, SD

2027 Chrysler Pacifica Select

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chrysler Pacifica Select

Aberdeen, SD

UnscoredInsufficient · 3
$45,964Mileage not verified

Comparison: 3 similar vehicles

Aberdeen, SD

2027 Ford Explorer Active

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Ford Explorer Active

Groton, SD

Fair PriceModerate · 27
$46,039Mileage not verified

Market: $43,036 – $48,605

Comparison: 27 similar vehicles

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

Groton, SD

2027 Chevrolet Traverse LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Traverse LT

Aberdeen, SD

Fair PriceRobust · 227
$46,090Mileage not verified

Market: $40,640 – $53,777

Comparison: 227 similar vehicles

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

Aberdeen, SD

2027 Chevrolet Traverse LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Traverse LT

Webster, SD

Fair PriceRobust · 309
$46,635Mileage not verified

Market: $40,640 – $53,777

Comparison: 309 similar vehicles

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

Webster, SD

2027 Honda Odyssey Sport L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Honda Odyssey Sport L

Aberdeen, SD

UnscoredInsufficient · 0
$46,644Mileage not verified

Aberdeen, SD

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?
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. Each one links to its vehicle page.
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 compares a listing's asking price 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. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; 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 compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. 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. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
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.

Related questions

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