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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 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

1,400 listings found

2010 Nissan Sentra SR

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

2010 Nissan Sentra SR

Lebanon, TN

UnscoredInsufficient · 4
$2,000251,766 mi

Comparison: 4 similar vehicles

Lebanon, TN

2011 Ford Focus S

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

2011 Ford Focus S

Murfreesboro, TN

UnscoredInsufficient · 0
$2,300420,507 mi

Murfreesboro, TN

2000 Buick Park Avenue Base

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

2000 Buick Park Avenue Base

Lebanon, TN

UnscoredInsufficient · 0
$2,900277,219 mi

Lebanon, TN

2004 Pontiac Grand Am SE1

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

2004 Pontiac Grand Am SE1

Lebanon, TN

UnscoredInsufficient · 0
$2,995247,635 mi

Lebanon, TN

2005 Honda Accord LX

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

2005 Honda Accord LX

Sparta, TN

UnscoredLimited · 14
$3,000280,179 mi

Comparison: 14 similar vehicles

Sparta, TN

2012 Nissan Altima S

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

2012 Nissan Altima S

Cookeville, TN

UnscoredRobust · 92
$3,395143,960 mi

Comparison: 92 similar vehicles

Cookeville, TN

2001 Chevrolet Prizm Base

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

2001 Chevrolet Prizm Base

Monterey, TN

UnscoredInsufficient · 0
$3,400124,000 mi

Monterey, TN

2012 Kia Rio LX

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

2012 Kia Rio LX

Lebanon, TN

UnscoredInsufficient · 0
$3,500Mileage not verified

Lebanon, TN

2014 Nissan Versa Sedan S Plus

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

2014 Nissan Versa Sedan S Plus

Lebanon, TN

UnscoredLimited · 5
$3,99598,201 mi

Comparison: 5 similar vehicles

Lebanon, TN

2011 Ford Focus SES

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

2011 Ford Focus SES

Cookeville, TN

UnscoredInsufficient · 0
$3,995185,374 mi

Cookeville, TN

2011 Hyundai Accent GLS

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

2011 Hyundai Accent GLS

Lebanon, TN

UnscoredModerate · 35
$3,999153,132 mi

Comparison: 35 similar vehicles

Lebanon, TN

2002 Buick LeSabre Custom

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

2002 Buick LeSabre Custom

Murfreesboro, TN

UnscoredInsufficient · 0
$3,999250,000 mi

Murfreesboro, TN

2015 Nissan Altima SL

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

2015 Nissan Altima SL

Murfreesboro, TN

UnscoredLimited · 8
$4,000149,607 mi

Comparison: 8 similar vehicles

Murfreesboro, TN

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Crossville, TN

UnscoredLimited · 9
$4,450191,547 mi

Comparison: 9 similar vehicles

Crossville, TN

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Crossville, TN

UnscoredInsufficient · 4
$4,450377,245 mi

Comparison: 4 similar vehicles

Crossville, TN

2010 Lexus HS Base

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

2010 Lexus HS Base

Lebanon, TN

UnscoredInsufficient · 0
$4,495251,258 mi

Lebanon, TN

2008 Nissan Altima S

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

2008 Nissan Altima S

Murfreesboro, TN

UnscoredLimited · 13
$4,495141,154 mi

Comparison: 13 similar vehicles

Murfreesboro, TN

2006 Chevrolet Malibu LT

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

2006 Chevrolet Malibu LT

Cookeville, TN

UnscoredInsufficient · 3
$4,495189,212 mi

Comparison: 3 similar vehicles

Cookeville, TN

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Cookeville, TN

UnscoredModerate · 44
$4,500121,257 mi

Comparison: 44 similar vehicles

Cookeville, TN

2012 Nissan Maxima S

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

2012 Nissan Maxima S

Lebanon, TN

UnscoredLimited · 8
$4,500241,094 mi

Comparison: 8 similar vehicles

Lebanon, TN

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

Murfreesboro, TN

UnscoredLimited · 8
$4,500272,047 mi

Comparison: 8 similar vehicles

Murfreesboro, TN

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Lebanon, TN

UnscoredLimited · 19
$4,500228,463 mi

Comparison: 19 similar vehicles

Lebanon, TN

2010 Nissan Sentra S

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

2010 Nissan Sentra S

Cookeville, TN

UnscoredLimited · 6
$4,500156,213 mi

Comparison: 6 similar vehicles

Cookeville, TN

2006 Toyota Corolla LE

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

2006 Toyota Corolla LE

Crossville, TN

UnscoredInsufficient · 0
$4,800299,999 mi

Crossville, TN

No Photo

2013 Chevrolet Impala 2FL

Gallatin, TN

UnscoredLimited · 13
$4,850144,788 mi

Comparison: 13 similar vehicles

Gallatin, TN

2016 Lincoln MKZ Hybrid

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

2016 Lincoln MKZ Hybrid

Cookeville, TN

UnscoredLimited · 8
$4,900218,067 mi

Comparison: 8 similar vehicles

Cookeville, TN

2012 Nissan Altima S

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

2012 Nissan Altima S

Cookeville, TN

UnscoredRobust · 92
$4,900167,132 mi

Comparison: 92 similar vehicles

Cookeville, TN

2012 Nissan Versa S

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

2012 Nissan Versa S

Lebanon, TN

UnscoredLimited · 14
$4,995190,280 mi

Comparison: 14 similar vehicles

Lebanon, TN

2010 Mazda MAZDA3 s Sport

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

2010 Mazda MAZDA3 s Sport

Cookeville, TN

UnscoredLimited · 8
$4,995139,319 mi

Comparison: 8 similar vehicles

Cookeville, TN

2016 Nissan Altima S

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

2016 Nissan Altima S

Lebanon, TN

UnscoredLimited · 6
$4,999141,993 mi

Comparison: 6 similar vehicles

Lebanon, TN

2016 Chevrolet Impala Limited 1LZ

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

2016 Chevrolet Impala Limited 1LZ

Murfreesboro, TN

UnscoredLimited · 7
$4,999133,859 mi

Comparison: 7 similar vehicles

Murfreesboro, TN

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Mt. Juliet, TN

UnscoredLimited · 16
$4,999239,984 mi

Comparison: 16 similar vehicles

Mt. Juliet, TN

2006 Nissan Sentra 1.8 S

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

2006 Nissan Sentra 1.8 S

Mt. Juliet, TN

UnscoredInsufficient · 0
$4,999209,000 mi

Mt. Juliet, TN

2007 Mitsubishi Galant ES

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

2007 Mitsubishi Galant ES

Cookeville, TN

UnscoredInsufficient · 0
$5,000225,686 mi

Cookeville, TN

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Lebanon, TN

UnscoredModerate · 21
$5,199126,745 mi

Comparison: 21 similar vehicles

Lebanon, TN

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Mt. Juliet, TN

UnscoredLimited · 19
$5,250248,443 mi

Comparison: 19 similar vehicles

Mt. Juliet, TN

2013 Lincoln MKZ Base

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

2013 Lincoln MKZ Base

Murfreesboro, TN

UnscoredLimited · 8
$5,300143,561 mi

Comparison: 8 similar vehicles

Murfreesboro, TN

2015 Ford Taurus Limited

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

2015 Ford Taurus Limited

Mt. Juliet, TN

UnscoredInsufficient · 3
$5,398280,944 mi

Comparison: 3 similar vehicles

Mt. Juliet, TN

2016 Chevrolet Cruze Premier

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

2016 Chevrolet Cruze Premier

Murfreesboro, TN

UnscoredLimited · 12
$5,495147,245 mi

Comparison: 12 similar vehicles

Murfreesboro, TN

2013 Honda Accord EX

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

2013 Honda Accord EX

Murfreesboro, TN

Salvage title
$5,495205,142 mi

Murfreesboro, TN

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Murfreesboro, TN

UnscoredInsufficient · 4
$5,49961,862 mi

Comparison: 4 similar vehicles

Murfreesboro, TN

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Murfreesboro, TN

UnscoredLimited · 9
$5,500148,761 mi

Comparison: 9 similar vehicles

Murfreesboro, TN

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Murfreesboro, TN

UnscoredInsufficient · 3
$5,500262,152 mi

Comparison: 3 similar vehicles

Murfreesboro, TN

2015 Kia Forte LX

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

2015 Kia Forte LX

Murfreesboro, TN

UnscoredLimited · 11
$5,500146,339 mi

Comparison: 11 similar vehicles

Murfreesboro, TN

2014 Ford Fusion S

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

2014 Ford Fusion S

Cookeville, TN

UnscoredLimited · 7
$5,500156,603 mi

Comparison: 7 similar vehicles

Cookeville, TN

2014 Volkswagen CC Sport

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

2014 Volkswagen CC Sport

Murfreesboro, TN

UnscoredLimited · 7
$5,50089,151 mi

Comparison: 7 similar vehicles

Murfreesboro, TN

2012 Ford Fusion Hybrid

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

2012 Ford Fusion Hybrid

Cookeville, TN

UnscoredLimited · 6
$5,500140,504 mi

Comparison: 6 similar vehicles

Cookeville, TN

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Cookeville, TN

UnscoredModerate · 30
$5,500170,515 mi

Comparison: 30 similar vehicles

Cookeville, TN

2014 Mitsubishi Lancer ES

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

2014 Mitsubishi Lancer ES

Cookeville, TN

UnscoredInsufficient · 3
$5,593170,428 mi

Comparison: 3 similar vehicles

Cookeville, TN

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Sparta, TN

UnscoredLimited · 11
$5,750262,479 mi

Comparison: 11 similar vehicles

Sparta, TN

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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