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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 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

152 listings found

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Troy, ID

UnscoredInsufficient · 0
$2,950211,535 mi

Troy, ID

2009 Nissan Altima S

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

2009 Nissan Altima S

Lewiston, ID

UnscoredInsufficient · 0
$2,995170,372 mi

Lewiston, ID

2001 Buick Century Custom

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

2001 Buick Century Custom

Lewiston, ID

UnscoredInsufficient · 0
$3,298144,711 mi

Lewiston, ID

2008 Hyundai Sonata GLS

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

2008 Hyundai Sonata GLS

Troy, ID

UnscoredInsufficient · 0
$3,450222,702 mi

Troy, ID

2002 Ford Taurus LX

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

2002 Ford Taurus LX

Troy, ID

UnscoredInsufficient · 0
$3,950100,905 mi

Troy, ID

2001 Honda Accord EX Leather

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

2001 Honda Accord EX Leather

Moscow, ID

UnscoredInsufficient · 4
$4,898205,442 mi

Comparison: 4 similar vehicles

Moscow, ID

2001 Honda Civic EX

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

2001 Honda Civic EX

Moscow, ID

UnscoredInsufficient · 0
$4,999210,000 mi

Moscow, ID

2004 Audi A4 Base

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

2004 Audi A4 Base

Troy, ID

UnscoredInsufficient · 0
$5,950124,271 mi

Troy, ID

2008 Nissan Altima S

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

2008 Nissan Altima S

Clarkston, WA

UnscoredInsufficient · 3
$5,995109,127 mi

Comparison: 3 similar vehicles

Clarkston, WA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Troy, ID

UnscoredInsufficient · 0
$6,950120,965 mi

Troy, ID

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Troy, ID

UnscoredInsufficient · 0
$6,950119,189 mi

Troy, ID

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Lewiston, ID

UnscoredLimited · 5
$6,995149,591 mi

Comparison: 5 similar vehicles

Lewiston, ID

2006 Lexus IS 250

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

2006 Lexus IS 250

Lewiston, ID

UnscoredInsufficient · 0
$7,298188,766 mi

Lewiston, ID

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

Lewiston, ID

UnscoredInsufficient · 0
$7,490142,592 mi

Lewiston, ID

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Moscow, ID

UnscoredInsufficient · 0
$7,600165,440 mi

Moscow, ID

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Lewiston, ID

UnscoredInsufficient · 0
$7,995107,700 mi

Lewiston, ID

2014 Hyundai Sonata SE

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

2014 Hyundai Sonata SE

Clarkston, WA

UnscoredInsufficient · 0
$7,995108,236 mi

Clarkston, WA

2011 Ford Taurus SE

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

2011 Ford Taurus SE

Lewiston, ID

UnscoredInsufficient · 0
$8,24883,476 mi

Lewiston, ID

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Lewiston, ID

UnscoredInsufficient · 4
$8,29884,286 mi

Comparison: 4 similar vehicles

Lewiston, ID

2012 Buick Verano 1SG

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

2012 Buick Verano 1SG

Pullman, WA

UnscoredInsufficient · 0
$8,75387,071 mi

Pullman, WA

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Lewiston, ID

UnscoredInsufficient · 4
$8,79894,808 mi

Comparison: 4 similar vehicles

Lewiston, ID

2006 Dodge Charger R/T

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

2006 Dodge Charger R/T

Pullman, WA

UnscoredInsufficient · 0
$9,195116,076 mi

Pullman, WA

2015 Ford Taurus Limited

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

2015 Ford Taurus Limited

Lewiston, ID

UnscoredInsufficient · 3
$9,298134,180 mi

Comparison: 3 similar vehicles

Lewiston, ID

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Pullman, WA

UnscoredInsufficient · 0
$10,19581,689 mi

Pullman, WA

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Lewiston, ID

UnscoredInsufficient · 4
$10,298100,950 mi

Comparison: 4 similar vehicles

Lewiston, ID

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Lewiston, ID

UnscoredInsufficient · 0
$11,48093,298 mi

Lewiston, ID

2017 Ford Fusion Titanium

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

2017 Ford Fusion Titanium

Lewiston, ID

UnscoredInsufficient · 0
$11,49598,833 mi

Lewiston, ID

2014 Toyota Camry LE

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

2014 Toyota Camry LE

Clarkston, WA

UnscoredInsufficient · 0
$11,495158,391 mi

Clarkston, WA

2015 Kia Optima EX

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

2015 Kia Optima EX

Lewiston, ID

UnscoredLimited · 5
$11,790113,655 mi

Comparison: 5 similar vehicles

Lewiston, ID

2022 Hyundai Elantra SEL

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

2022 Hyundai Elantra SEL

Lewiston, ID

UnscoredInsufficient · 3
$11,900123,667 mi

Comparison: 3 similar vehicles

Lewiston, ID

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Moscow, ID

UnscoredLimited · 7
$12,888130,102 mi

Comparison: 7 similar vehicles

Moscow, ID

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Lewiston, ID

UnscoredInsufficient · 0
$13,90072,694 mi

Lewiston, ID

2012 Toyota Corolla S

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

2012 Toyota Corolla S

Moscow, ID

UnscoredInsufficient · 0
$13,999110,816 mi

Moscow, ID

2011 Lexus ES 350

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

2011 Lexus ES 350

Lewiston, ID

UnscoredInsufficient · 0
$14,200100,708 mi

Lewiston, ID

2019 Hyundai Sonata SE

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

2019 Hyundai Sonata SE

Moscow, ID

UnscoredInsufficient · 0
$14,88089,736 mi

Moscow, ID

2018 Subaru Legacy Sport

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

2018 Subaru Legacy Sport

Lewiston, ID

UnscoredInsufficient · 0
$14,990117,634 mi

Lewiston, ID

2017 Cadillac ATS Sedan Base

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

2017 Cadillac ATS Sedan Base

Clarkston, WA

UnscoredInsufficient · 0
$14,99521,197 mi

Clarkston, WA

2017 Toyota Corolla LE

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

2017 Toyota Corolla LE

Clarkston, WA

Fair PriceLimited · 13
$14,99569,626 mi

Market: $13,498 – $17,750

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Clarkston, WA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Lewiston, ID

Fair PriceLimited · 19
$14,99964,558 mi

Market: $11,700 – $18,999

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Lewiston, ID

2017 Acura TLX Base

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

2017 Acura TLX Base

Lewiston, ID

UnscoredInsufficient · 0
$16,29896,057 mi

Lewiston, ID

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Lewiston, ID

UnscoredModerate · 24
$16,89650,329 mi

Comparison: 24 similar vehicles

Lewiston, ID

2024 Volkswagen Jetta S

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

2024 Volkswagen Jetta S

Pullman, WA

UnscoredInsufficient · 0
$17,19940,348 mi

Pullman, WA

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Lewiston, ID

UnscoredInsufficient · 0
$17,45351,593 mi

Lewiston, ID

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Lewiston, ID

UnscoredInsufficient · 3
$17,48024,985 mi

Comparison: 3 similar vehicles

Lewiston, ID

2020 Ford Fusion Hybrid Titanium

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

2020 Ford Fusion Hybrid Titanium

Moscow, ID

UnscoredInsufficient · 0
$17,490103,816 mi

Moscow, ID

2016 Honda Civic EX

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

2016 Honda Civic EX

Lewiston, ID

UnscoredInsufficient · 0
$17,70072,467 mi

Lewiston, ID

2025 Volkswagen Jetta S

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

2025 Volkswagen Jetta S

Pullman, WA

UnscoredInsufficient · 0
$17,81146,310 mi

Pullman, WA

2017 Toyota Corolla SE

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

2017 Toyota Corolla SE

Moscow, ID

UnscoredLimited · 9
$17,88879,169 mi

Comparison: 9 similar vehicles

Moscow, ID

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Moscow, ID

UnscoredInsufficient · 0
$17,98851,840 mi

Moscow, ID

2020 Mazda Mazda3 Base

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

2020 Mazda Mazda3 Base

Moscow, ID

UnscoredInsufficient · 0
$17,99953,178 mi

Moscow, ID

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. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. 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.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

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 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, and exports.
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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