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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

370 listings found

No Photo

2002 Chevrolet Impala Base

Swainsboro, GA

UnscoredInsufficient · 0
$2,500Mileage not verified

Swainsboro, GA

1999 Ford Crown Victoria Base

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

1999 Ford Crown Victoria Base

Vidalia, GA

UnscoredInsufficient · 0
$3,250Mileage not verified

Vidalia, GA

2009 Lincoln MKS Base

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

2009 Lincoln MKS Base

Claxton, GA

UnscoredInsufficient · 0
$3,500172,415 mi

Claxton, GA

No Photo

2010 Toyota Camry LE

Statesboro, GA

UnscoredRobust · 50
$3,900215,118 mi

Comparison: 50 similar vehicles

Statesboro, GA

No Photo

2009 Toyota Corolla XLE

Statesboro, GA

UnscoredInsufficient · 0
$3,900218,255 mi

Statesboro, GA

2001 Toyota Camry CE

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

2001 Toyota Camry CE

Statesboro, GA

UnscoredInsufficient · 0
$3,900176,367 mi

Statesboro, GA

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Dublin, GA

UnscoredLimited · 11
$3,950176,915 mi

Comparison: 11 similar vehicles

Dublin, GA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Dublin, GA

UnscoredModerate · 38
$3,950175,096 mi

Comparison: 38 similar vehicles

Dublin, GA

2008 Pontiac Grand Prix GP

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

2008 Pontiac Grand Prix GP

Dublin, GA

UnscoredInsufficient · 0
$3,950281,931 mi

Dublin, GA

2008 Hyundai Sonata LIMITED

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

2008 Hyundai Sonata LIMITED

Dublin, GA

UnscoredInsufficient · 0
$3,950195,379 mi

Dublin, GA

2005 Nissan Sentra 1.8 S

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

2005 Nissan Sentra 1.8 S

Dublin, GA

UnscoredInsufficient · 0
$3,950222,332 mi

Dublin, GA

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Dublin, GA

UnscoredLimited · 11
$3,950294,516 mi

Comparison: 11 similar vehicles

Dublin, GA

2002 Lexus GS 300

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

2002 Lexus GS 300

Metter, GA

UnscoredInsufficient · 0
$3,995250,935 mi

Metter, GA

No Photo

2001 Cadillac DeVille Base

Swainsboro, GA

UnscoredInsufficient · 0
$3,99592,203 mi

Swainsboro, GA

2005 Buick LeSabre Custom

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

2005 Buick LeSabre Custom

Portal, GA

UnscoredInsufficient · 3
$4,100135,201 mi

Comparison: 3 similar vehicles

Portal, GA

2006 Volvo S40 T5

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

2006 Volvo S40 T5

Claxton, GA

UnscoredInsufficient · 0
$4,495203,460 mi

Claxton, GA

2016 Volkswagen CC Trend

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

2016 Volkswagen CC Trend

Lyons, GA

UnscoredInsufficient · 0
$4,500142,635 mi

Lyons, GA

2002 Mercury Grand Marquis LS

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

2002 Mercury Grand Marquis LS

Statesboro, GA

UnscoredInsufficient · 0
$4,600182,166 mi

Statesboro, GA

2018 Nissan Altima SV

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

2018 Nissan Altima SV

Statesboro, GA

UnscoredModerate · 35
$4,900172,614 mi

Comparison: 35 similar vehicles

Statesboro, GA

No Photo

2016 Kia Optima LX

Statesboro, GA

Great DealModerate · 24
$4,900116,151 mi

Market: $5,800 – $15,795

Comparison: 24 similar vehicles

Competitively priced ~16% below the typical range compared to similar vehicles · 9 days listed (based on current market benchmarks)

Statesboro, GA

2015 Nissan Altima S

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

2015 Nissan Altima S

Statesboro, GA

UnscoredRobust · 67
$4,900149,300 mi

Comparison: 67 similar vehicles

Statesboro, GA

No Photo

2013 Chrysler 200 Touring

Lyons, GA

Fair PriceModerate · 20
$4,95083,683 mi

Market: $2,750 – $9,991

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Lyons, GA

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Dublin, GA

UnscoredModerate · 23
$4,950169,671 mi

Comparison: 23 similar vehicles

Dublin, GA

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Dublin, GA

Fair PriceModerate · 31
$4,950114,634 mi

Market: $4,990 – $14,220

Comparison: 31 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 56 days listed (based on current market benchmarks)

Dublin, GA

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Dublin, GA

UnscoredModerate · 27
$4,950254,219 mi

Comparison: 27 similar vehicles

Dublin, GA

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Dublin, GA

UnscoredInsufficient · 4
$4,950270,328 mi

Comparison: 4 similar vehicles

Dublin, GA

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Dublin, GA

UnscoredLimited · 9
$4,950275,544 mi

Comparison: 9 similar vehicles

Dublin, GA

2009 Chevrolet Malibu Fleet

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

2009 Chevrolet Malibu Fleet

Dublin, GA

UnscoredInsufficient · 0
$4,950Mileage not verified

Dublin, GA

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Metter, GA

UnscoredLimited · 12
$4,988219,003 mi

Comparison: 12 similar vehicles

Metter, GA

2012 Chevrolet Impala 1FL

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

2012 Chevrolet Impala 1FL

Swainsboro, GA

UnscoredInsufficient · 3
$4,995198,249 mi

Comparison: 3 similar vehicles

Swainsboro, GA

2013 Chevrolet Malibu Fleet

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

2013 Chevrolet Malibu Fleet

Wrens, GA

UnscoredInsufficient · 0
$4,999212,993 mi

Wrens, GA

2016 Chrysler 200 LX

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

2016 Chrysler 200 LX

Dublin, GA

UnscoredInsufficient · 0
$5,000188,272 mi

Dublin, GA

2012 Ford Fusion Hybrid

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

2012 Ford Fusion Hybrid

Claxton, GA

UnscoredInsufficient · 0
$5,000231,429 mi

Claxton, GA

2000 Lincoln Continental Base

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

2000 Lincoln Continental Base

Portal, GA

UnscoredInsufficient · 0
$5,100129,372 mi

Portal, GA

2004 Cadillac CTS Base

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

2004 Cadillac CTS Base

Twin City, GA

UnscoredInsufficient · 4
$5,250Mileage not verified

Comparison: 4 similar vehicles

Twin City, GA

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Statesboro, GA

UnscoredModerate · 35
$5,500121,322 mi

Comparison: 35 similar vehicles

Statesboro, GA

2012 Honda Civic EX-L

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

2012 Honda Civic EX-L

Statesboro, GA

UnscoredInsufficient · 4
$5,500152,877 mi

Comparison: 4 similar vehicles

Statesboro, GA

No Photo

2012 Toyota Camry XLE

Statesboro, GA

UnscoredLimited · 16
$5,500214,223 mi

Comparison: 16 similar vehicles

Statesboro, GA

2010 Lincoln Town Car Signature Limited

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

2010 Lincoln Town Car Signature Limited

Metter, GA

UnscoredInsufficient · 0
$5,988185,555 mi

Metter, GA

2002 Buick Regal LS

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

2002 Buick Regal LS

Claxton, GA

UnscoredInsufficient · 0
$5,995Mileage not verified

Claxton, GA

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Wrens, GA

UnscoredModerate · 25
$5,999147,877 mi

Comparison: 25 similar vehicles

Wrens, GA

2010 Honda Accord LX-P

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

2010 Honda Accord LX-P

Claxton, GA

UnscoredLimited · 9
$6,000215,258 mi

Comparison: 9 similar vehicles

Claxton, GA

2012 Ford Focus SE

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

2012 Ford Focus SE

Claxton, GA

UnscoredInsufficient · 3
$6,495143,389 mi

Comparison: 3 similar vehicles

Claxton, GA

2014 Toyota Camry L

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

2014 Toyota Camry L

Dublin, GA

UnscoredModerate · 40
$6,500206,804 mi

Comparison: 40 similar vehicles

Dublin, GA

No Photo

2013 BMW 3 Series 328i

Statesboro, GA

Fair PriceModerate · 22
$6,90089,177 mi

Market: $5,300 – $14,593

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Statesboro, GA

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Dublin, GA

Fair PriceModerate · 23
$6,950102,987 mi

Market: $3,495 – $8,900

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

Dublin, GA

2015 Toyota Corolla S Plus

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

2015 Toyota Corolla S Plus

Dublin, GA

UnscoredModerate · 34
$6,950Mileage not verified

Comparison: 34 similar vehicles

Dublin, GA

2008 Hyundai Elantra GLS

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

2008 Hyundai Elantra GLS

Dublin, GA

UnscoredLimited · 6
$6,950164,169 mi

Comparison: 6 similar vehicles

Dublin, GA

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Dublin, GA

UnscoredModerate · 31
$7,000126,054 mi

Comparison: 31 similar vehicles

Dublin, GA

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Twin City, GA

Fair PriceLimited · 10
$7,225114,548 mi

Market: $4,999 – $8,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Twin City, GA

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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