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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

811 listings found

No Photo

2008 Chevrolet Impala LT

Tishomingo, MS

UnscoredLimited · 9
$4,999239,309 mi

Comparison: 9 similar vehicles

Tishomingo, MS

2006 Buick Lucerne CX

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

2006 Buick Lucerne CX

Tishomingo, MS

UnscoredInsufficient · 0
$4,999164,946 mi

Tishomingo, MS

2012 Kia Forte EX

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

2012 Kia Forte EX

Tishomingo, MS

UnscoredInsufficient · 0
$5,325176,690 mi

Tishomingo, MS

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Tupelo, MS

UnscoredLimited · 11
$5,900145,000 mi

Comparison: 11 similar vehicles

Tupelo, MS

2009 Nissan Sentra S

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

2009 Nissan Sentra S

Tishomingo, MS

UnscoredInsufficient · 0
$5,995140,607 mi

Tishomingo, MS

2014 Nissan Maxima S

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

2014 Nissan Maxima S

Tishomingo, MS

UnscoredLimited · 8
$5,999262,865 mi

Comparison: 8 similar vehicles

Tishomingo, MS

2015 Ford Focus SE

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

2015 Ford Focus SE

Potts Camp, MS

Fair PriceLimited · 17
$6,114Mileage not verified

Market: $2,999 – $9,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 427 days listed (based on current market benchmarks)

Potts Camp, MS

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Potts Camp, MS

UnscoredLimited · 7
$6,159116,324 mi

Comparison: 7 similar vehicles

Potts Camp, MS

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Potts Camp, MS

UnscoredLimited · 6
$6,200157,849 mi

Comparison: 6 similar vehicles

Potts Camp, MS

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

Oxford, MS

UnscoredInsufficient · 0
$6,415132,751 mi

Oxford, MS

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Tishomingo, MS

UnscoredLimited · 9
$6,450245,741 mi

Comparison: 9 similar vehicles

Tishomingo, MS

2011 Nissan Maxima SV

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

2011 Nissan Maxima SV

Tishomingo, MS

UnscoredInsufficient · 4
$6,499173,845 mi

Comparison: 4 similar vehicles

Tishomingo, MS

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Corinth, MS

UnscoredLimited · 15
$6,698183,342 mi

Comparison: 15 similar vehicles

Corinth, MS

2013 Nissan Sentra S

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

2013 Nissan Sentra S

Potts Camp, MS

UnscoredInsufficient · 0
$6,73092,383 mi

Potts Camp, MS

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

Byhalia, MS

UnscoredInsufficient · 0
$6,793146,667 mi

Byhalia, MS

2012 Suzuki SX4 Sedan LE

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

2012 Suzuki SX4 Sedan LE

Walnut, MS

UnscoredInsufficient · 0
$6,900118,654 mi

Walnut, MS

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

Tishomingo, MS

Fair PriceModerate · 33
$6,99993,976 mi

Market: $4,047 – $10,399

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Tishomingo, MS

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Corinth, MS

UnscoredModerate · 31
$7,098193,561 mi

Comparison: 31 similar vehicles

Corinth, MS

2015 Nissan Sentra SR

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

2015 Nissan Sentra SR

Walnut, MS

UnscoredLimited · 5
$7,200163,332 mi

Comparison: 5 similar vehicles

Walnut, MS

No Photo

2013 Dodge Dart Limited

Tishomingo, MS

UnscoredInsufficient · 3
$7,500172,188 mi

Comparison: 3 similar vehicles

Tishomingo, MS

2018 Kia FORTE S

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

2018 Kia FORTE S

Potts Camp, MS

UnscoredInsufficient · 3
$7,570155,114 mi

Comparison: 3 similar vehicles

Potts Camp, MS

2013 Nissan Sentra SR

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

2013 Nissan Sentra SR

Potts Camp, MS

UnscoredLimited · 6
$7,575124,497 mi

Comparison: 6 similar vehicles

Potts Camp, MS

2015 Hyundai Elantra Sport

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

2015 Hyundai Elantra Sport

Saltillo, MS

UnscoredInsufficient · 4
$7,625134,403 mi

Comparison: 4 similar vehicles

Saltillo, MS

No Photo

2012 Chrysler 200 Limited

Tishomingo, MS

UnscoredLimited · 5
$7,750204,992 mi

Comparison: 5 similar vehicles

Tishomingo, MS

2011 Ford Fiesta SEL

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

2011 Ford Fiesta SEL

Potts Camp, MS

UnscoredInsufficient · 0
$7,85083,416 mi

Potts Camp, MS

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Mooreville, MS

Fair PriceLimited · 10
$7,900116,750 mi

Market: $5,053 – $11,800

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 164 days listed (based on current market benchmarks)

Mooreville, MS

2015 Subaru Legacy 2.5i Premium

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

2015 Subaru Legacy 2.5i Premium

Tupelo, MS

UnscoredInsufficient · 0
$7,990134,944 mi

Tupelo, MS

No Photo

2014 Nissan Altima S

Pontotoc, MS

UnscoredLimited · 15
$7,990197,193 mi

Comparison: 15 similar vehicles

Pontotoc, MS

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Saltillo, MS

Fair PriceModerate · 25
$7,99599,071 mi

Market: $2,895 – $12,620

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Saltillo, MS

2014 Buick LaCrosse Leather

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

2014 Buick LaCrosse Leather

Holly Springs, MS

Fair PriceLimited · 13
$7,995119,336 mi

Market: $6,452 – $14,998

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Holly Springs, MS

2012 Nissan Altima S

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

2012 Nissan Altima S

Tupelo, MS

UnscoredModerate · 33
$7,995178,635 mi

Comparison: 33 similar vehicles

Tupelo, MS

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Tishomingo, MS

UnscoredInsufficient · 3
$8,250207,277 mi

Comparison: 3 similar vehicles

Tishomingo, MS

2012 Nissan Altima SR

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

2012 Nissan Altima SR

Oxford, MS

UnscoredInsufficient · 0
$8,42296,367 mi

Oxford, MS

2016 Nissan Altima SL

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

2016 Nissan Altima SL

Walnut, MS

UnscoredModerate · 26
$8,500214,554 mi

Comparison: 26 similar vehicles

Walnut, MS

2011 Buick Lucerne CX

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

2011 Buick Lucerne CX

Corinth, MS

UnscoredInsufficient · 0
$8,800139,250 mi

Corinth, MS

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Walnut, MS

UnscoredModerate · 26
$8,900204,816 mi

Comparison: 26 similar vehicles

Walnut, MS

2015 Nissan Sentra SR

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

2015 Nissan Sentra SR

Walnut, MS

UnscoredLimited · 5
$8,900149,287 mi

Comparison: 5 similar vehicles

Walnut, MS

2012 Lincoln MKS Base

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

2012 Lincoln MKS Base

Mooreville, MS

UnscoredInsufficient · 0
$8,900120,860 mi

Mooreville, MS

2006 Nissan Altima S

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

2006 Nissan Altima S

Tupelo, MS

UnscoredInsufficient · 3
$8,95082,300 mi

Comparison: 3 similar vehicles

Tupelo, MS

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Corinth, MS

UnscoredLimited · 7
$8,988112,696 mi

Comparison: 7 similar vehicles

Corinth, MS

2020 Nissan Altima SR

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

2020 Nissan Altima SR

Tishomingo, MS

UnscoredRobust · 65
$8,999122,925 mi

Comparison: 65 similar vehicles

Tishomingo, MS

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Tishomingo, MS

UnscoredModerate · 31
$8,999167,908 mi

Comparison: 31 similar vehicles

Tishomingo, MS

2015 Volkswagen Passat SEL Premium

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

2015 Volkswagen Passat SEL Premium

Houston, MS

UnscoredInsufficient · 0
$9,100145,875 mi

Houston, MS

2006 Ford Fusion SE

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

2006 Ford Fusion SE

Tupelo, MS

UnscoredInsufficient · 0
$9,149131,185 mi

Tupelo, MS

2008 Ford Fusion SEL

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

2008 Ford Fusion SEL

Tupelo, MS

UnscoredInsufficient · 0
$9,299128,350 mi

Tupelo, MS

2015 Nissan Altima SL

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

2015 Nissan Altima SL

Oxford, MS

UnscoredModerate · 30
$9,420171,523 mi

Comparison: 30 similar vehicles

Oxford, MS

2017 Chrysler 200 Limited

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

2017 Chrysler 200 Limited

Tishomingo, MS

UnscoredInsufficient · 3
$9,475146,178 mi

Comparison: 3 similar vehicles

Tishomingo, MS

2016 Ford Fusion S

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

2016 Ford Fusion S

Byhalia, MS

UnscoredLimited · 8
$9,495118,704 mi

Comparison: 8 similar vehicles

Byhalia, MS

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Walnut, MS

UnscoredModerate · 25
$9,500167,263 mi

Comparison: 25 similar vehicles

Walnut, MS

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Baldwyn, MS

UnscoredInsufficient · 4
$9,500106,300 mi

Comparison: 4 similar vehicles

Baldwyn, MS

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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