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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 22, 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

2,369 listings found

No Photo

1997 Ford F-150 STANDARD

Savannah, GA

UnscoredInsufficient · 0
$3,500198,623 mi

Savannah, GA

No Photo

2007 Chevrolet Avalanche LT

Hinesville, GA

UnscoredLimited · 6
$4,000244,194 mi

Comparison: 6 similar vehicles

Hinesville, GA

2001 Ford F-150 XL

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

2001 Ford F-150 XL

Savannah, GA

UnscoredLimited · 15
$4,000271,555 mi

Comparison: 15 similar vehicles

Savannah, GA

2005 Chevrolet Silverado 1500 Work Truck

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

2005 Chevrolet Silverado 1500 Work Truck

Savannah, GA

UnscoredInsufficient · 0
$5,000251,407 mi

Savannah, GA

2010 Chevrolet Silverado 1500 Work Truck

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

2010 Chevrolet Silverado 1500 Work Truck

Savannah, GA

UnscoredInsufficient · 3
$5,500193,364 mi

Comparison: 3 similar vehicles

Savannah, GA

2006 Dodge Ram 1500 Pickup ST

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

2006 Dodge Ram 1500 Pickup ST

Savannah, GA

UnscoredInsufficient · 0
$5,500197,037 mi

Savannah, GA

2005 Ford F-150 XL

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

2005 Ford F-150 XL

Savannah, GA

UnscoredLimited · 7
$6,000295,555 mi

Comparison: 7 similar vehicles

Savannah, GA

No Photo

2006 Ford F-150 XLT

Savannah, GA

UnscoredLimited · 11
$6,499156,852 mi

Comparison: 11 similar vehicles

Savannah, GA

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

Savannah, GA

UnscoredLimited · 8
$6,500206,464 mi

Comparison: 8 similar vehicles

Savannah, GA

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Jesup, GA

UnscoredInsufficient · 4
$6,900201,360 mi

Comparison: 4 similar vehicles

Jesup, GA

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Savannah, GA

UnscoredLimited · 12
$6,900258,645 mi

Comparison: 12 similar vehicles

Savannah, GA

2010 Chevrolet Colorado Work Truck

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

2010 Chevrolet Colorado Work Truck

Savannah, GA

UnscoredInsufficient · 0
$6,995178,091 mi

Savannah, GA

2003 GMC Sierra 1500 SLE

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

2003 GMC Sierra 1500 SLE

Brunswick, GA

UnscoredInsufficient · 0
$6,995290,185 mi

Brunswick, GA

2005 GMC Sierra 2500HD SLE

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

2005 GMC Sierra 2500HD SLE

Savannah, GA

UnscoredInsufficient · 0
$7,000195,222 mi

Savannah, GA

2008 Chevrolet Silverado 2500HD WT

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

2008 Chevrolet Silverado 2500HD WT

Jesup, GA

UnscoredInsufficient · 0
$7,500317,397 mi

Jesup, GA

2004 Ford F-250 Super Duty XL

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

2004 Ford F-250 Super Duty XL

Savannah, GA

UnscoredInsufficient · 0
$7,500120,894 mi

Savannah, GA

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Savannah, GA

UnscoredModerate · 22
$7,900237,562 mi

Comparison: 22 similar vehicles

Savannah, GA

No Photo

2005 GMC Sierra 1500 SLE

Savannah, GA

UnscoredLimited · 5
$7,900384,757 mi

Comparison: 5 similar vehicles

Savannah, GA

2001 Toyota Tacoma Prerunner

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

2001 Toyota Tacoma Prerunner

Savannah, GA

UnscoredInsufficient · 3
$7,900271,347 mi

Comparison: 3 similar vehicles

Savannah, GA

2011 Chevrolet Silverado 1500 Work Truck

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

2011 Chevrolet Silverado 1500 Work Truck

Savannah, GA

UnscoredInsufficient · 4
$7,995125,523 mi

Comparison: 4 similar vehicles

Savannah, GA

2005 Ford F-150 XL

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

2005 Ford F-150 XL

Brunswick, GA

UnscoredLimited · 6
$8,149207,374 mi

Comparison: 6 similar vehicles

Brunswick, GA

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Savannah, GA

UnscoredLimited · 19
$9,000203,291 mi

Comparison: 19 similar vehicles

Savannah, GA

2013 Chevrolet Silverado 1500 Work Truck

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

2013 Chevrolet Silverado 1500 Work Truck

Savannah, GA

UnscoredLimited · 15
$9,900177,325 mi

Comparison: 15 similar vehicles

Savannah, GA

No Photo

2008 Lincoln Mark LT Base

Savannah, GA

UnscoredInsufficient · 0
$9,900225,602 mi

Savannah, GA

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Savannah, GA

UnscoredLimited · 8
$9,995158,329 mi

Comparison: 8 similar vehicles

Savannah, GA

2007 Nissan Titan SE

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

2007 Nissan Titan SE

Jesup, GA

UnscoredInsufficient · 4
$9,995119,411 mi

Comparison: 4 similar vehicles

Jesup, GA

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Brunswick, GA

UnscoredModerate · 27
$10,049241,294 mi

Comparison: 27 similar vehicles

Brunswick, GA

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Kingsland, GA

UnscoredModerate · 22
$10,493164,940 mi

Comparison: 22 similar vehicles

Kingsland, GA

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Savannah, GA

UnscoredLimited · 9
$10,500197,150 mi

Comparison: 9 similar vehicles

Savannah, GA

No Photo

2015 Toyota Tacoma PreRunner

Savannah, GA

UnscoredLimited · 5
$10,900311,585 mi

Comparison: 5 similar vehicles

Savannah, GA

2013 Ford F-150 FX2

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

2013 Ford F-150 FX2

Jesup, GA

UnscoredLimited · 12
$10,900220,626 mi

Comparison: 12 similar vehicles

Jesup, GA

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Jesup, GA

UnscoredLimited · 6
$10,900122,548 mi

Comparison: 6 similar vehicles

Jesup, GA

2006 Nissan Titan SE

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

2006 Nissan Titan SE

Jesup, GA

UnscoredInsufficient · 0
$10,900172,774 mi

Jesup, GA

2006 Toyota Tacoma PreRunner

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

2006 Toyota Tacoma PreRunner

Savannah, GA

UnscoredInsufficient · 0
$10,900219,461 mi

Savannah, GA

2016 Chevrolet Silverado 1500 1LS

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

2016 Chevrolet Silverado 1500 1LS

Savannah, GA

UnscoredInsufficient · 0
$10,995168,244 mi

Savannah, GA

2016 GMC Canyon SLE

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

2016 GMC Canyon SLE

Brunswick, GA

UnscoredLimited · 15
$10,995201,666 mi

Comparison: 15 similar vehicles

Brunswick, GA

2006 Nissan Titan XE

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

2006 Nissan Titan XE

Brunswick, GA

UnscoredInsufficient · 0
$10,995106,759 mi

Brunswick, GA

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Savannah, GA

UnscoredModerate · 20
$11,000236,555 mi

Comparison: 20 similar vehicles

Savannah, GA

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Richmond Hill, GA

UnscoredLimited · 5
$11,500148,582 mi

Comparison: 5 similar vehicles

Richmond Hill, GA

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Savannah, GA

UnscoredModerate · 31
$11,900180,696 mi

Comparison: 31 similar vehicles

Savannah, GA

2018 Chevrolet Silverado 1500 Work Truck 1WT

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

2018 Chevrolet Silverado 1500 Work Truck 1WT

Brunswick, GA

UnscoredModerate · 22
$11,995141,451 mi

Comparison: 22 similar vehicles

Brunswick, GA

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Jesup, GA

Fair PriceModerate · 49
$11,995Mileage not verified

Market: $9,950 – $24,984

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Jesup, GA

2018 Chevrolet Colorado Work Truck

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

2018 Chevrolet Colorado Work Truck

Brunswick, GA

UnscoredLimited · 9
$12,149164,915 mi

Comparison: 9 similar vehicles

Brunswick, GA

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Brunswick, GA

UnscoredModerate · 27
$12,149222,533 mi

Comparison: 27 similar vehicles

Brunswick, GA

2016 Chevrolet Silverado 1500 Work Truck 1WT

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

2016 Chevrolet Silverado 1500 Work Truck 1WT

Brunswick, GA

UnscoredLimited · 12
$12,500181,950 mi

Comparison: 12 similar vehicles

Brunswick, GA

2004 Chevrolet Silverado 1500 LT

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

2004 Chevrolet Silverado 1500 LT

Savannah, GA

UnscoredInsufficient · 0
$12,500191,448 mi

Savannah, GA

2004 Dodge Ram 2500 Pickup ST

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

2004 Dodge Ram 2500 Pickup ST

Savannah, GA

UnscoredInsufficient · 0
$12,500170,549 mi

Savannah, GA

2018 Nissan Titan S

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

2018 Nissan Titan S

Jesup, GA

UnscoredInsufficient · 3
$12,900142,014 mi

Comparison: 3 similar vehicles

Jesup, GA

No Photo

2017 Chevrolet Colorado Work Truck

Savannah, GA

UnscoredModerate · 25
$12,900186,432 mi

Comparison: 25 similar vehicles

Savannah, GA

2014 Nissan Frontier SV

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

2014 Nissan Frontier SV

Richmond Hill, GA

UnscoredLimited · 17
$12,900153,462 mi

Comparison: 17 similar vehicles

Richmond Hill, 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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