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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

4,108 listings found

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Bossier City, LA

UnscoredLimited · 7
$3,399237,150 mi

Comparison: 7 similar vehicles

Bossier City, LA

1999 Ford Expedition XLT

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

1999 Ford Expedition XLT

Shreveport, LA

UnscoredInsufficient · 0
$3,900278,897 mi

Shreveport, LA

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Bossier City, LA

UnscoredLimited · 16
$3,904221,839 mi

Comparison: 16 similar vehicles

Bossier City, LA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Natchitoches, LA

UnscoredLimited · 15
$4,000203,187 mi

Comparison: 15 similar vehicles

Natchitoches, LA

2012 Nissan Armada SV

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

2012 Nissan Armada SV

Shreveport, LA

UnscoredInsufficient · 4
$4,000206,521 mi

Comparison: 4 similar vehicles

Shreveport, LA

2015 Dodge Journey CrossRoad

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

2015 Dodge Journey CrossRoad

Coushatta, LA

UnscoredInsufficient · 0
$4,495134,167 mi

Coushatta, LA

2016 Jeep Patriot Sport SE

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

2016 Jeep Patriot Sport SE

Shreveport, LA

UnscoredInsufficient · 0
$4,500199,332 mi

Shreveport, LA

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Shreveport, LA

UnscoredModerate · 25
$4,500225,357 mi

Comparison: 25 similar vehicles

Shreveport, LA

2012 Buick Enclave Premium

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

2012 Buick Enclave Premium

Shreveport, LA

UnscoredLimited · 7
$4,900219,320 mi

Comparison: 7 similar vehicles

Shreveport, LA

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Shreveport, LA

UnscoredLimited · 10
$4,900157,996 mi

Comparison: 10 similar vehicles

Shreveport, LA

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Shreveport, LA

UnscoredLimited · 11
$4,900219,919 mi

Comparison: 11 similar vehicles

Shreveport, LA

2011 Hyundai Santa Fe GLS

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

2011 Hyundai Santa Fe GLS

Shreveport, LA

UnscoredLimited · 7
$4,900228,948 mi

Comparison: 7 similar vehicles

Shreveport, LA

2007 Dodge Durango SXT

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

2007 Dodge Durango SXT

Shreveport, LA

UnscoredInsufficient · 0
$4,900189,857 mi

Shreveport, LA

2007 Ford Expedition Eddie Bauer

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

2007 Ford Expedition Eddie Bauer

Shreveport, LA

UnscoredInsufficient · 3
$4,900233,742 mi

Comparison: 3 similar vehicles

Shreveport, LA

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Shreveport, LA

UnscoredInsufficient · 3
$4,900198,415 mi

Comparison: 3 similar vehicles

Shreveport, LA

2010 Ford Flex SEL

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

2010 Ford Flex SEL

Shreveport, LA

UnscoredInsufficient · 0
$4,988205,000 mi

Shreveport, LA

2014 Ford Escape SE

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

2014 Ford Escape SE

Natchitoches, LA

UnscoredModerate · 20
$4,992218,881 mi

Comparison: 20 similar vehicles

Natchitoches, LA

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Haughton, LA

UnscoredLimited · 7
$4,995246,717 mi

Comparison: 7 similar vehicles

Haughton, LA

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Bossier City, LA

UnscoredLimited · 8
$4,995292,807 mi

Comparison: 8 similar vehicles

Bossier City, LA

2014 Dodge Journey American Value Package

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

2014 Dodge Journey American Value Package

Bossier City, LA

UnscoredInsufficient · 0
$4,998157,054 mi

Bossier City, LA

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Minden, LA

Salvage title
$5,000210,999 mi

Minden, LA

No Photo

2007 GMC Yukon XL Denali

Shreveport, LA

UnscoredInsufficient · 0
$5,000Mileage not verified

Shreveport, LA

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Shreveport, LA

UnscoredLimited · 13
$5,200140,599 mi

Comparison: 13 similar vehicles

Shreveport, LA

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Shreveport, LA

UnscoredLimited · 5
$5,200145,890 mi

Comparison: 5 similar vehicles

Shreveport, LA

2003 Chevrolet Tahoe LS

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

2003 Chevrolet Tahoe LS

Natchitoches, LA

UnscoredLimited · 16
$5,250362,667 mi

Comparison: 16 similar vehicles

Natchitoches, LA

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Bossier City, LA

UnscoredLimited · 13
$5,399194,866 mi

Comparison: 13 similar vehicles

Bossier City, LA

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Shreveport, LA

UnscoredModerate · 29
$5,500188,707 mi

Comparison: 29 similar vehicles

Shreveport, LA

2014 GMC Acadia SLE2

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

2014 GMC Acadia SLE2

Bossier City, LA

UnscoredLimited · 5
$5,500201,109 mi

Comparison: 5 similar vehicles

Bossier City, LA

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Shreveport, LA

UnscoredLimited · 9
$5,500186,122 mi

Comparison: 9 similar vehicles

Shreveport, LA

2014 Cadillac SRX Performance Collection

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

2014 Cadillac SRX Performance Collection

Shreveport, LA

UnscoredLimited · 8
$5,500165,115 mi

Comparison: 8 similar vehicles

Shreveport, LA

2013 Cadillac SRX Luxury Collection

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

2013 Cadillac SRX Luxury Collection

Shreveport, LA

UnscoredLimited · 12
$5,500179,102 mi

Comparison: 12 similar vehicles

Shreveport, LA

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Shreveport, LA

UnscoredLimited · 15
$5,500264,670 mi

Comparison: 15 similar vehicles

Shreveport, LA

2011 Hyundai Santa Fe GLS

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

2011 Hyundai Santa Fe GLS

Shreveport, LA

UnscoredLimited · 7
$5,500208,450 mi

Comparison: 7 similar vehicles

Shreveport, LA

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

Shreveport, LA

UnscoredInsufficient · 3
$5,500279,582 mi

Comparison: 3 similar vehicles

Shreveport, LA

2005 INFINITI FX 35

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

2005 INFINITI FX 35

Shreveport, LA

UnscoredInsufficient · 3
$5,500218,077 mi

Comparison: 3 similar vehicles

Shreveport, LA

2001 Chevrolet Suburban Base

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

2001 Chevrolet Suburban Base

Shreveport, LA

UnscoredInsufficient · 0
$5,500211,031 mi

Shreveport, LA

2016 Nissan Pathfinder SV

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

2016 Nissan Pathfinder SV

Shreveport, LA

UnscoredInsufficient · 3
$5,800138,978 mi

Comparison: 3 similar vehicles

Shreveport, LA

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Shreveport, LA

UnscoredModerate · 46
$5,900180,445 mi

Comparison: 46 similar vehicles

Shreveport, LA

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Shreveport, LA

UnscoredModerate · 21
$5,900140,322 mi

Comparison: 21 similar vehicles

Shreveport, LA

2016 Cadillac SRX Premium Collection

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

2016 Cadillac SRX Premium Collection

Shreveport, LA

UnscoredLimited · 7
$5,900213,299 mi

Comparison: 7 similar vehicles

Shreveport, LA

2016 Honda Pilot EX

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

2016 Honda Pilot EX

Shreveport, LA

UnscoredLimited · 18
$5,900243,493 mi

Comparison: 18 similar vehicles

Shreveport, LA

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Shreveport, LA

UnscoredModerate · 35
$5,900183,283 mi

Comparison: 35 similar vehicles

Shreveport, LA

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Shreveport, LA

UnscoredLimited · 9
$5,900125,123 mi

Comparison: 9 similar vehicles

Shreveport, LA

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Shreveport, LA

UnscoredLimited · 12
$5,900177,588 mi

Comparison: 12 similar vehicles

Shreveport, LA

2014 Honda Pilot EX-L

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

2014 Honda Pilot EX-L

Shreveport, LA

UnscoredLimited · 8
$5,900204,383 mi

Comparison: 8 similar vehicles

Shreveport, LA

2013 Buick Enclave Leather

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

2013 Buick Enclave Leather

Shreveport, LA

UnscoredLimited · 8
$5,900183,364 mi

Comparison: 8 similar vehicles

Shreveport, LA

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Shreveport, LA

UnscoredModerate · 26
$5,900312,516 mi

Comparison: 26 similar vehicles

Shreveport, LA

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Shreveport, LA

UnscoredLimited · 7
$5,900123,872 mi

Comparison: 7 similar vehicles

Shreveport, LA

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Shreveport, LA

UnscoredLimited · 7
$5,900162,286 mi

Comparison: 7 similar vehicles

Shreveport, LA

2010 Ford Expedition Limited

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

2010 Ford Expedition Limited

Shreveport, LA

UnscoredLimited · 6
$5,900170,933 mi

Comparison: 6 similar vehicles

Shreveport, LA

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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