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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

614 listings found

2014 Chrysler 200 LX

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

2014 Chrysler 200 LX

Grenada, MS

UnscoredInsufficient · 0
$3,500210,000 mi

Grenada, MS

2010 Volkswagen Jetta Limited Edition

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

2010 Volkswagen Jetta Limited Edition

Grenada, MS

UnscoredInsufficient · 0
$4,250Mileage not verified

Grenada, MS

2003 Buick LeSabre Limited

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

2003 Buick LeSabre Limited

Grenada, MS

UnscoredInsufficient · 0
$4,500Mileage not verified

Grenada, MS

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Grenada, MS

UnscoredInsufficient · 0
$5,000212,349 mi

Grenada, MS

2010 Hyundai Sonata GLS

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

2010 Hyundai Sonata GLS

Grenada, MS

UnscoredInsufficient · 0
$5,100223,000 mi

Grenada, MS

2013 Chrysler 200 LX

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

2013 Chrysler 200 LX

Grenada, MS

UnscoredLimited · 5
$5,150Mileage not verified

Comparison: 5 similar vehicles

Grenada, MS

2014 Dodge Charger Police

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

2014 Dodge Charger Police

Grenada, MS

UnscoredInsufficient · 0
$5,500Mileage not verified

Grenada, MS

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Grenada, MS

UnscoredInsufficient · 0
$5,500Mileage not verified

Grenada, MS

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Grenada, MS

UnscoredInsufficient · 3
$5,800171,579 mi

Comparison: 3 similar vehicles

Grenada, MS

2009 Chevrolet Impala LTZ

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

2009 Chevrolet Impala LTZ

Tunica, MS

Salvage title
$5,999204,802 mi

Tunica, MS

2003 Buick Park Avenue Base

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

2003 Buick Park Avenue Base

Grenada, MS

UnscoredInsufficient · 0
$6,199160,000 mi

Grenada, MS

2012 Ford Focus SE

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

2012 Ford Focus SE

Tunica, MS

UnscoredLimited · 10
$6,250177,531 mi

Comparison: 10 similar vehicles

Tunica, MS

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Grenada, MS

UnscoredModerate · 29
$6,300264,781 mi

Comparison: 29 similar vehicles

Grenada, MS

2011 BMW 7 Series 750i

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

2011 BMW 7 Series 750i

Oxford, MS

UnscoredInsufficient · 0
$6,325154,654 mi

Oxford, MS

2017 Ford Focus Titanium

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

2017 Ford Focus Titanium

Senatobia, MS

UnscoredInsufficient · 3
$6,750142,392 mi

Comparison: 3 similar vehicles

Senatobia, MS

2010 Toyota Yaris Base

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

2010 Toyota Yaris Base

Grenada, MS

UnscoredInsufficient · 0
$6,800104,167 mi

Grenada, MS

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Sardis, MS

UnscoredInsufficient · 3
$6,995210,672 mi

Comparison: 3 similar vehicles

Sardis, MS

2009 Hyundai Genesis 4.6

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

2009 Hyundai Genesis 4.6

Grenada, MS

UnscoredInsufficient · 0
$7,000167,532 mi

Grenada, MS

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Grenada, MS

UnscoredLimited · 13
$7,425141,601 mi

Comparison: 13 similar vehicles

Grenada, MS

2013 Nissan Sentra SR

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

2013 Nissan Sentra SR

Grenada, MS

UnscoredLimited · 6
$7,450136,621 mi

Comparison: 6 similar vehicles

Grenada, MS

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Tunica, MS

UnscoredInsufficient · 3
$7,625169,908 mi

Comparison: 3 similar vehicles

Tunica, MS

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Grenada, MS

UnscoredLimited · 5
$7,700100,005 mi

Comparison: 5 similar vehicles

Grenada, MS

2020 Kia Optima LX

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

2020 Kia Optima LX

Grenada, MS

UnscoredLimited · 18
$7,800152,259 mi

Comparison: 18 similar vehicles

Grenada, MS

2018 Chevrolet Malibu 1FL

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

2018 Chevrolet Malibu 1FL

Grenada, MS

UnscoredLimited · 8
$7,800152,340 mi

Comparison: 8 similar vehicles

Grenada, MS

2018 Chevrolet Malibu 1FL

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

2018 Chevrolet Malibu 1FL

Grenada, MS

UnscoredLimited · 8
$7,800163,083 mi

Comparison: 8 similar vehicles

Grenada, MS

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Grenada, MS

UnscoredModerate · 47
$7,800125,532 mi

Comparison: 47 similar vehicles

Grenada, MS

2014 Buick Verano 1SG

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

2014 Buick Verano 1SG

Olive Branch, MS

UnscoredInsufficient · 4
$7,866161,463 mi

Comparison: 4 similar vehicles

Olive Branch, MS

2017 Lincoln Continental Reserve

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

2017 Lincoln Continental Reserve

Senatobia, MS

UnscoredInsufficient · 0
$7,950193,731 mi

Senatobia, MS

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Sardis, MS

UnscoredInsufficient · 0
$7,995155,099 mi

Sardis, MS

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Senatobia, MS

UnscoredLimited · 6
$8,200162,172 mi

Comparison: 6 similar vehicles

Senatobia, MS

2020 Chevrolet Malibu 1FL

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

2020 Chevrolet Malibu 1FL

Grenada, MS

UnscoredModerate · 26
$8,300172,750 mi

Comparison: 26 similar vehicles

Grenada, MS

2018 Chevrolet Malibu 1FL

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

2018 Chevrolet Malibu 1FL

Grenada, MS

UnscoredLimited · 8
$8,300161,045 mi

Comparison: 8 similar vehicles

Grenada, MS

2018 Chevrolet Malibu 1FL

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

2018 Chevrolet Malibu 1FL

Grenada, MS

UnscoredLimited · 8
$8,300160,063 mi

Comparison: 8 similar vehicles

Grenada, MS

2018 Chevrolet Malibu 1FL

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

2018 Chevrolet Malibu 1FL

Grenada, MS

UnscoredLimited · 8
$8,300181,060 mi

Comparison: 8 similar vehicles

Grenada, MS

2016 Chevrolet Malibu 1LS

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

2016 Chevrolet Malibu 1LS

Grenada, MS

UnscoredLimited · 10
$8,300129,298 mi

Comparison: 10 similar vehicles

Grenada, MS

2016 Kia Forte LX

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

2016 Kia Forte LX

Tunica, MS

UnscoredLimited · 7
$8,450115,420 mi

Comparison: 7 similar vehicles

Tunica, 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

Senatobia, MS

UnscoredLimited · 19
$8,500138,369 mi

Comparison: 19 similar vehicles

Senatobia, MS

2014 Chrysler 200 Touring

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

2014 Chrysler 200 Touring

Grenada, MS

UnscoredInsufficient · 0
$8,625127,301 mi

Grenada, MS

2021 Chevrolet Malibu 1FL

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

2021 Chevrolet Malibu 1FL

Grenada, MS

UnscoredLimited · 16
$8,800174,108 mi

Comparison: 16 similar vehicles

Grenada, MS

2019 Chevrolet Malibu 1FL

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

2019 Chevrolet Malibu 1FL

Grenada, MS

UnscoredInsufficient · 3
$8,800159,875 mi

Comparison: 3 similar vehicles

Grenada, MS

2018 Hyundai Sonata Sport

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

2018 Hyundai Sonata Sport

Batesville, MS

UnscoredInsufficient · 4
$8,988118,773 mi

Comparison: 4 similar vehicles

Batesville, MS

2017 Ford Fusion Titanium

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

2017 Ford Fusion Titanium

Grenada, MS

UnscoredInsufficient · 0
$8,995128,662 mi

Grenada, MS

2011 Buick Lucerne CXL

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

2011 Buick Lucerne CXL

Sardis, MS

UnscoredInsufficient · 0
$8,995134,683 mi

Sardis, MS

2012 Buick LaCrosse Premium 1

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

2012 Buick LaCrosse Premium 1

Grenada, MS

UnscoredLimited · 6
$8,999108,838 mi

Comparison: 6 similar vehicles

Grenada, MS

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Senatobia, MS

UnscoredLimited · 6
$9,000139,872 mi

Comparison: 6 similar vehicles

Senatobia, MS

2006 Lincoln Town Car Signature L

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

2006 Lincoln Town Car Signature L

Grenada, MS

UnscoredInsufficient · 0
$9,500128,903 mi

Grenada, MS

2016 Chevrolet Malibu Limited 1LS

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

2016 Chevrolet Malibu Limited 1LS

Tunica, MS

UnscoredInsufficient · 0
$9,550137,674 mi

Tunica, MS

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Marks, MS

UnscoredInsufficient · 4
$9,900123,730 mi

Comparison: 4 similar vehicles

Marks, MS

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Sardis, MS

UnscoredLimited · 15
$9,995211,696 mi

Comparison: 15 similar vehicles

Sardis, MS

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Grenada, MS

Fair PriceLimited · 18
$9,999Mileage not verified

Market: $4,995 – $14,590

Comparison: 18 similar vehicles

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

Grenada, 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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