Skip to main content
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 22, 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

228 listings found

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Manhattan, KS

UnscoredLimited · 5
$3,495181,000 mi

Comparison: 5 similar vehicles

Manhattan, KS

2005 Acura RL Base

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

2005 Acura RL Base

Manhattan, KS

UnscoredInsufficient · 0
$3,495206,000 mi

Manhattan, KS

2003 Lexus GS 300

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

2003 Lexus GS 300

Tecumseh, NE

UnscoredInsufficient · 0
$3,950Mileage not verified

Tecumseh, NE

2007 Buick Lucerne CX

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

2007 Buick Lucerne CX

Manhattan, KS

UnscoredInsufficient · 0
$3,995207,000 mi

Manhattan, KS

2012 Chevrolet Cruze LTZ

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

2012 Chevrolet Cruze LTZ

Manhattan, KS

UnscoredLimited · 7
$4,295195,000 mi

Comparison: 7 similar vehicles

Manhattan, KS

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Manhattan, KS

UnscoredInsufficient · 0
$4,950184,474 mi

Manhattan, KS

2007 Honda Accord LX

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

2007 Honda Accord LX

Manhattan, KS

UnscoredInsufficient · 0
$6,470147,594 mi

Manhattan, KS

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Manhattan, KS

UnscoredModerate · 35
$6,495130,000 mi

Comparison: 35 similar vehicles

Manhattan, KS

2012 Buick LaCrosse Premium 2

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

2012 Buick LaCrosse Premium 2

Manhattan, KS

UnscoredInsufficient · 0
$6,495164,000 mi

Manhattan, KS

2007 Chrysler Sebring Touring

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

2007 Chrysler Sebring Touring

Manhattan, KS

UnscoredInsufficient · 0
$6,500121,263 mi

Manhattan, KS

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Sabetha, KS

Fair PriceLimited · 10
$6,900105,353 mi

Market: $3,999 – $15,495

Comparison: 10 similar vehicles

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

Sabetha, KS

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Beatrice, NE

UnscoredInsufficient · 0
$6,995263,599 mi

Beatrice, NE

2016 Chevrolet Cruze Limited LTZ

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

2016 Chevrolet Cruze Limited LTZ

Manhattan, KS

UnscoredInsufficient · 0
$7,50069,446 mi

Manhattan, KS

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Beatrice, NE

UnscoredInsufficient · 0
$7,500127,396 mi

Beatrice, NE

2001 Mercedes-Benz S-Class S500

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

2001 Mercedes-Benz S-Class S500

Manhattan, KS

UnscoredInsufficient · 0
$7,995104,000 mi

Manhattan, KS

2011 Ford Taurus Limited

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

2011 Ford Taurus Limited

Beatrice, NE

UnscoredInsufficient · 0
$8,324205,289 mi

Beatrice, NE

2013 Kia Optima LX

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

2013 Kia Optima LX

Manhattan, KS

UnscoredLimited · 5
$8,521103,627 mi

Comparison: 5 similar vehicles

Manhattan, KS

2016 Chevrolet Impala 2LZ

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

2016 Chevrolet Impala 2LZ

Beatrice, NE

UnscoredLimited · 7
$8,993192,492 mi

Comparison: 7 similar vehicles

Beatrice, NE

2014 Ford Focus SE

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

2014 Ford Focus SE

Manhattan, KS

UnscoredLimited · 8
$8,99563,000 mi

Comparison: 8 similar vehicles

Manhattan, KS

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Manhattan, KS

UnscoredLimited · 10
$8,999156,577 mi

Comparison: 10 similar vehicles

Manhattan, KS

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Manhattan, KS

Fair PriceModerate · 26
$9,70081,684 mi

Market: $3,950 – $10,676

Comparison: 26 similar vehicles

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

Manhattan, KS

2017 Lincoln MKZ Select

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

2017 Lincoln MKZ Select

Marysville, KS

UnscoredInsufficient · 4
$10,000111,191 mi

Comparison: 4 similar vehicles

Marysville, KS

2021 Nissan Versa Sedan S

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

2021 Nissan Versa Sedan S

Blue Rapids, KS

UnscoredInsufficient · 0
$10,995104,737 mi

Blue Rapids, KS

2014 Chevrolet Malibu 1LZ

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

2014 Chevrolet Malibu 1LZ

Beatrice, NE

UnscoredInsufficient · 0
$10,995142,451 mi

Beatrice, NE

2017 Volkswagen CC Sport

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

2017 Volkswagen CC Sport

Beatrice, NE

UnscoredInsufficient · 0
$11,094131,215 mi

Beatrice, NE

2017 Nissan Maxima Platinum

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

2017 Nissan Maxima Platinum

Manhattan, KS

UnscoredLimited · 6
$11,394150,090 mi

Comparison: 6 similar vehicles

Manhattan, KS

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Manhattan, KS

Fair PriceModerate · 38
$12,500114,055 mi

Market: $7,950 – $19,999

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Manhattan, KS

2013 Acura ILX

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

2013 Acura ILX

Manhattan, KS

UnscoredInsufficient · 0
$12,54492,621 mi

Manhattan, KS

2014 Honda Accord Sport

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

2014 Honda Accord Sport

Manhattan, KS

UnscoredLimited · 17
$12,553125,620 mi

Comparison: 17 similar vehicles

Manhattan, KS

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Manhattan, KS

UnscoredInsufficient · 3
$13,62063,499 mi

Comparison: 3 similar vehicles

Manhattan, KS

2024 Nissan Versa Sedan S

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

2024 Nissan Versa Sedan S

Clay Center, KS

UnscoredInsufficient · 0
$13,98697,704 mi

Clay Center, KS

2015 Mercedes-Benz CLA-Class CLA250

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

2015 Mercedes-Benz CLA-Class CLA250

Marysville, KS

UnscoredInsufficient · 0
$14,50055,430 mi

Marysville, KS

2019 Ford Fusion Titanium

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

2019 Ford Fusion Titanium

Beatrice, NE

UnscoredLimited · 7
$14,995128,500 mi

Comparison: 7 similar vehicles

Beatrice, NE

2020 Chevrolet Malibu 1LS

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

2020 Chevrolet Malibu 1LS

Manhattan, KS

Fair PriceLimited · 13
$15,00072,475 mi

Market: $10,369 – $17,995

Comparison: 13 similar vehicles

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

Manhattan, KS

2022 Chrysler 300 Touring

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

2022 Chrysler 300 Touring

Beatrice, NE

UnscoredInsufficient · 0
$15,987146,360 mi

Beatrice, NE

2020 Kia RIO S

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

2020 Kia RIO S

Manhattan, KS

UnscoredInsufficient · 0
$16,15718,899 mi

Manhattan, KS

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Manhattan, KS

UnscoredInsufficient · 3
$16,20584,873 mi

Comparison: 3 similar vehicles

Manhattan, KS

2024 Nissan Altima S

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

2024 Nissan Altima S

Manhattan, KS

Fair PriceLimited · 14
$16,48769,229 mi

Market: $12,900 – $21,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 186 days listed (based on current market benchmarks)

Manhattan, KS

2014 Chrysler 300 C

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

2014 Chrysler 300 C

Manhattan, KS

UnscoredInsufficient · 0
$16,89987,806 mi

Manhattan, KS

2018 Ford Fusion Energi Titanium

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

2018 Ford Fusion Energi Titanium

Sabetha, KS

UnscoredInsufficient · 0
$17,00057,138 mi

Sabetha, KS

2024 Volkswagen Jetta S

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

2024 Volkswagen Jetta S

Manhattan, KS

UnscoredInsufficient · 0
$17,07763,487 mi

Manhattan, KS

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Manhattan, KS

UnscoredInsufficient · 4
$17,50050,650 mi

Comparison: 4 similar vehicles

Manhattan, KS

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Manhattan, KS

UnscoredInsufficient · 3
$17,54970,601 mi

Comparison: 3 similar vehicles

Manhattan, KS

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Beatrice, NE

UnscoredInsufficient · 0
$17,99922,452 mi

Beatrice, NE

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Manhattan, KS

UnscoredLimited · 9
$18,18584,598 mi

Comparison: 9 similar vehicles

Manhattan, KS

2023 Hyundai Elantra SE

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

2023 Hyundai Elantra SE

Manhattan, KS

UnscoredInsufficient · 0
$18,39473,246 mi

Manhattan, KS

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Manhattan, KS

Fair PriceRobust · 84
$18,49948,588 mi

Market: $14,200 – $23,685

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Manhattan, KS

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Manhattan, KS

Fair PriceLimited · 15
$18,49966,798 mi

Market: $16,900 – $20,140

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Manhattan, KS

2024 Kia Forte LXS

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

2024 Kia Forte LXS

Manhattan, KS

UnscoredInsufficient · 4
$18,49948,442 mi

Comparison: 4 similar vehicles

Manhattan, KS

2024 Volkswagen Jetta S

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

2024 Volkswagen Jetta S

Manhattan, KS

UnscoredLimited · 8
$18,52950,056 mi

Comparison: 8 similar vehicles

Manhattan, 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 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.