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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 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

974 listings found

2015 Toyota Camry XLE Hybrid

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

2015 Toyota Camry XLE Hybrid

Union Point, GA

UnscoredInsufficient · 0
$3,855280,566 mi

Union Point, 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 · 37
$3,950175,096 mi

Comparison: 37 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

2014 Chevrolet Impala 2LT

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

2014 Chevrolet Impala 2LT

Macon, GA

UnscoredLimited · 7
$3,999213,000 mi

Comparison: 7 similar vehicles

Macon, GA

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Eatonton, GA

UnscoredModerate · 28
$4,000203,474 mi

Comparison: 28 similar vehicles

Eatonton, GA

No Photo

2013 Hyundai Elantra GLS

Milledgeville, GA

UnscoredRobust · 80
$4,399162,631 mi

Comparison: 80 similar vehicles

Milledgeville, 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 · 0
$4,500198,249 mi

Swainsboro, GA

2011 BMW 3 Series 335d

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

2011 BMW 3 Series 335d

Macon, GA

UnscoredInsufficient · 0
$4,800284,744 mi

Macon, 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 · 45
$4,950114,634 mi

Market: $4,990 – $14,220

Comparison: 45 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 55 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 · 29
$4,950254,219 mi

Comparison: 29 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

UnscoredLimited · 5
$4,950270,328 mi

Comparison: 5 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

2000 Lincoln Town Car EXECUTIVE

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

2000 Lincoln Town Car EXECUTIVE

Eatonton, GA

UnscoredInsufficient · 0
$4,98885,804 mi

Eatonton, 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

No Photo

2005 Lexus ES 330

Milledgeville, GA

UnscoredModerate · 27
$5,489140,247 mi

Comparison: 27 similar vehicles

Milledgeville, GA

2003 Nissan Maxima SE

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

2003 Nissan Maxima SE

Milledgeville, GA

UnscoredInsufficient · 0
$5,489189,300 mi

Milledgeville, GA

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Union Point, GA

UnscoredModerate · 41
$5,500214,000 mi

Comparison: 41 similar vehicles

Union Point, GA

2006 Ford Five Hundred Limited

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

2006 Ford Five Hundred Limited

Eatonton, GA

UnscoredInsufficient · 0
$5,500121,516 mi

Eatonton, GA

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Macon, GA

UnscoredLimited · 10
$5,599181,079 mi

Comparison: 10 similar vehicles

Macon, GA

No Photo

2008 Mazda MAZDA6 i Sport

Macon, GA

UnscoredInsufficient · 0
$5,995199,879 mi

Macon, GA

2014 Cadillac ATS Premium Collection

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

2014 Cadillac ATS Premium Collection

Macon, GA

UnscoredInsufficient · 0
$5,999114,000 mi

Macon, 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

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Thomson, GA

UnscoredModerate · 45
$5,999198,705 mi

Comparison: 45 similar vehicles

Thomson, GA

2017 Ford Focus S

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

2017 Ford Focus S

Dublin, GA

UnscoredInsufficient · 0
$6,50095,808 mi

Dublin, GA

2015 Dodge Charger Police

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

2015 Dodge Charger Police

Thomson, GA

UnscoredLimited · 5
$6,500156,850 mi

Comparison: 5 similar vehicles

Thomson, 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 · 39
$6,500206,804 mi

Comparison: 39 similar vehicles

Dublin, GA

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Union Point, GA

UnscoredLimited · 19
$6,588129,171 mi

Comparison: 19 similar vehicles

Union Point, GA

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Macon, GA

UnscoredLimited · 5
$6,799155,075 mi

Comparison: 5 similar vehicles

Macon, GA

2007 BMW 3 Series 335i

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

2007 BMW 3 Series 335i

Macon, GA

UnscoredInsufficient · 3
$6,800139,120 mi

Comparison: 3 similar vehicles

Macon, GA

2019 Hyundai Sonata SE

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

2019 Hyundai Sonata SE

Milledgeville, GA

UnscoredLimited · 6
$6,900150,729 mi

Comparison: 6 similar vehicles

Milledgeville, 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 · 132 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 · 25
$6,950Mileage not verified

Comparison: 25 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

2009 Toyota Camry Base

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

2009 Toyota Camry Base

Thomson, GA

UnscoredLimited · 9
$6,999256,896 mi

Comparison: 9 similar vehicles

Thomson, 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 · 45
$7,000126,054 mi

Comparison: 45 similar vehicles

Dublin, GA

2006 Lexus ES 330

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

2006 Lexus ES 330

Macon, GA

UnscoredModerate · 20
$7,000157,226 mi

Comparison: 20 similar vehicles

Macon, GA

2019 Nissan Versa Sedan SV

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

2019 Nissan Versa Sedan SV

Milledgeville, GA

Fair PriceModerate · 20
$7,39399,235 mi

Market: $5,200 – $16,991

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Milledgeville, GA

2018 Hyundai Sonata SEL

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

2018 Hyundai Sonata SEL

Milledgeville, GA

UnscoredModerate · 26
$7,393125,133 mi

Comparison: 26 similar vehicles

Milledgeville, GA

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Milledgeville, GA

Fair PriceLimited · 15
$7,39367,000 mi

Market: $3,999 – $9,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Milledgeville, GA

2012 Chrysler 300 Base

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

2012 Chrysler 300 Base

Macon, GA

UnscoredLimited · 7
$7,399132,892 mi

Comparison: 7 similar vehicles

Macon, GA

2011 Lexus ES 350

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

2011 Lexus ES 350

Milledgeville, GA

UnscoredLimited · 6
$7,475186,379 mi

Comparison: 6 similar vehicles

Milledgeville, GA

2002 INFINITI I35 Luxury

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

2002 INFINITI I35 Luxury

Gray, GA

UnscoredInsufficient · 0
$7,495Mileage not verified

Gray, GA

2008 Honda Accord EX-L V6

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

2008 Honda Accord EX-L V6

Macon, GA

UnscoredLimited · 15
$7,500233,000 mi

Comparison: 15 similar vehicles

Macon, 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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