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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 20, 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

1,340 listings found

2014 Ford Flex SEL

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

2014 Ford Flex SEL

Valdosta, GA

UnscoredLimited · 10
$4,400245,000 mi

Comparison: 10 similar vehicles

Valdosta, GA

2017 Subaru Forester Limited

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

2017 Subaru Forester Limited

Valdosta, GA

UnscoredLimited · 15
$5,294223,363 mi

Comparison: 15 similar vehicles

Valdosta, GA

2015 Chevrolet Equinox LTZ

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

2015 Chevrolet Equinox LTZ

Valdosta, GA

UnscoredLimited · 7
$5,900157,000 mi

Comparison: 7 similar vehicles

Valdosta, GA

2013 Dodge Durango SXT

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

2013 Dodge Durango SXT

Valdosta, GA

UnscoredLimited · 13
$5,995217,463 mi

Comparison: 13 similar vehicles

Valdosta, GA

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

Lake City, FL

UnscoredLimited · 10
$6,200168,126 mi

Comparison: 10 similar vehicles

Lake City, FL

2007 GMC Envoy SLE

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

2007 GMC Envoy SLE

Valdosta, GA

UnscoredInsufficient · 0
$6,399121,183 mi

Valdosta, GA

2017 Ford Escape SE

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

2017 Ford Escape SE

Lake City, FL

UnscoredRobust · 92
$6,500148,683 mi

Comparison: 92 similar vehicles

Lake City, FL

2008 Honda Element EX

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

2008 Honda Element EX

Live Oak, FL

UnscoredInsufficient · 3
$6,795216,058 mi

Comparison: 3 similar vehicles

Live Oak, FL

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Valdosta, GA

UnscoredLimited · 7
$6,899165,321 mi

Comparison: 7 similar vehicles

Valdosta, GA

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Alachua, FL

UnscoredLimited · 19
$6,900220,099 mi

Comparison: 19 similar vehicles

Alachua, FL

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Valdosta, GA

UnscoredRobust · 124
$6,995274,000 mi

Comparison: 124 similar vehicles

Valdosta, GA

2015 Chevrolet Suburban LT

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

2015 Chevrolet Suburban LT

Valdosta, GA

UnscoredModerate · 22
$6,995211,229 mi

Comparison: 22 similar vehicles

Valdosta, GA

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Valdosta, GA

UnscoredLimited · 10
$6,995139,569 mi

Comparison: 10 similar vehicles

Valdosta, GA

2014 Ford Explorer Limited

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

2014 Ford Explorer Limited

Alachua, FL

UnscoredLimited · 19
$7,401169,551 mi

Comparison: 19 similar vehicles

Alachua, FL

2008 Chevrolet Suburban LS

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

2008 Chevrolet Suburban LS

Valdosta, GA

UnscoredInsufficient · 0
$7,800Mileage not verified

Valdosta, GA

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Valdosta, GA

UnscoredModerate · 34
$7,900150,009 mi

Comparison: 34 similar vehicles

Valdosta, GA

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Valdosta, GA

UnscoredModerate · 21
$7,900151,313 mi

Comparison: 21 similar vehicles

Valdosta, GA

No Photo

2017 Ford Escape Titanium

Valdosta, GA

Fair PriceRobust · 87
$7,99572,145 mi

Market: $6,000 – $15,766

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 287 days listed (based on current market benchmarks)

Valdosta, GA

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Valdosta, GA

UnscoredLimited · 14
$7,995180,490 mi

Comparison: 14 similar vehicles

Valdosta, GA

2011 Toyota Highlander Base

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

2011 Toyota Highlander Base

Valdosta, GA

UnscoredInsufficient · 3
$7,995200,869 mi

Comparison: 3 similar vehicles

Valdosta, GA

2009 Honda CR-V EX

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

2009 Honda CR-V EX

Lake City, FL

UnscoredLimited · 6
$8,414143,051 mi

Comparison: 6 similar vehicles

Lake City, FL

2016 Dodge Durango Limited

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

2016 Dodge Durango Limited

Valdosta, GA

UnscoredLimited · 8
$8,900175,000 mi

Comparison: 8 similar vehicles

Valdosta, GA

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Valdosta, GA

UnscoredLimited · 8
$8,90094,149 mi

Comparison: 8 similar vehicles

Valdosta, GA

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Valdosta, GA

Fair PriceModerate · 41
$8,995Mileage not verified

Market: $4,984 – $15,195

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Valdosta, GA

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Live Oak, FL

Fair PriceModerate · 21
$9,50069,768 mi

Market: $2,800 – $10,495

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Live Oak, FL

2016 Kia Sorento EX

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

2016 Kia Sorento EX

Alachua, FL

UnscoredLimited · 9
$9,599139,082 mi

Comparison: 9 similar vehicles

Alachua, FL

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Live Oak, FL

OverpricedLimited · 11
$9,684113,573 mi

Market: $5,490 – $9,092

Comparison: 11 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Live Oak, FL

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Valdosta, GA

OverpricedModerate · 21
$9,890Mileage not verified

Market: $5,400 – $9,486

Comparison: 21 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Valdosta, GA

2016 Ford Escape SE

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

2016 Ford Escape SE

Valdosta, GA

Fair PriceRobust · 56
$9,950106,713 mi

Market: $3,999 – $13,085

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Valdosta, GA

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Quitman, GA

UnscoredRobust · 105
$9,995168,022 mi

Comparison: 105 similar vehicles

Quitman, GA

2007 Jeep Wrangler X

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

2007 Jeep Wrangler X

Valdosta, GA

UnscoredInsufficient · 0
$9,995106,773 mi

Valdosta, GA

No Photo

2017 Jeep Compass Sport

Valdosta, GA

UnscoredLimited · 6
$10,099Mileage not verified

Comparison: 6 similar vehicles

Valdosta, GA

2013 Chevrolet Tahoe LS

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

2013 Chevrolet Tahoe LS

Live Oak, FL

UnscoredInsufficient · 0
$10,480132,156 mi

Live Oak, FL

2017 Nissan Pathfinder SV

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

2017 Nissan Pathfinder SV

Valdosta, GA

Fair PriceLimited · 15
$10,485Mileage not verified

Market: $4,999 – $15,950

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Valdosta, GA

2018 Nissan Rogue S

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

2018 Nissan Rogue S

Live Oak, FL

UnscoredModerate · 45
$10,500125,636 mi

Comparison: 45 similar vehicles

Live Oak, FL

2020 Nissan Kicks S

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

2020 Nissan Kicks S

Live Oak, FL

UnscoredLimited · 8
$10,92586,998 mi

Comparison: 8 similar vehicles

Live Oak, FL

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Alachua, FL

UnscoredModerate · 43
$10,995132,473 mi

Comparison: 43 similar vehicles

Alachua, FL

2009 Jeep Wrangler Unlimited X

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

2009 Jeep Wrangler Unlimited X

Alachua, FL

Fair PriceLimited · 10
$10,995107,768 mi

Market: $8,495 – $12,995

Comparison: 10 similar vehicles

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

Alachua, FL

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Lake City, FL

Fair PriceRobust · 60
$10,99982,507 mi

Market: $4,500 – $11,000

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Lake City, FL

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Live Oak, FL

UnscoredRobust · 72
$11,500148,294 mi

Comparison: 72 similar vehicles

Live Oak, FL

2017 Buick Encore Preferred II

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

2017 Buick Encore Preferred II

Lake City, FL

Fair PriceModerate · 34
$11,50078,938 mi

Market: $4,495 – $14,597

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 250 days listed (based on current market benchmarks)

Lake City, FL

2013 Jeep Wrangler Sport

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

2013 Jeep Wrangler Sport

Lake City, FL

Fair PriceRobust · 60
$11,500104,530 mi

Market: $7,000 – $18,998

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Lake City, FL

2004 Jeep Wrangler SPORT

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

2004 Jeep Wrangler SPORT

Valdosta, GA

UnscoredInsufficient · 0
$11,500145,000 mi

Valdosta, GA

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Alachua, FL

Fair PriceRobust · 64
$11,523101,731 mi

Market: $7,999 – $18,000

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Alachua, FL

2020 Chevrolet Equinox LS

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

2020 Chevrolet Equinox LS

Alachua, FL

Fair PriceModerate · 44
$11,737100,442 mi

Market: $3,999 – $17,560

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Alachua, FL

2013 Honda CR-V EX

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

2013 Honda CR-V EX

Lake City, FL

UnscoredLimited · 15
$11,799133,695 mi

Comparison: 15 similar vehicles

Lake City, FL

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Valdosta, GA

OverpricedLimited · 18
$11,90060,706 mi

Market: $5,500 – $10,595

Comparison: 18 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Valdosta, GA

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Alachua, FL

UnscoredLimited · 18
$11,900128,999 mi

Comparison: 18 similar vehicles

Alachua, FL

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Valdosta, GA

OverpricedLimited · 15
$11,900143,333 mi

Market: $5,495 – $10,900

Comparison: 15 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Valdosta, GA

2017 Buick Envision Essence

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

2017 Buick Envision Essence

Valdosta, GA

Fair PriceModerate · 22
$11,995116,666 mi

Market: $5,505 – $16,544

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Valdosta, GA

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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