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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 23, 2026

6M+

Unique vehicles analyzed

as of October 23, 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

237 listings found

2009 Toyota Prius Touring

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

2009 Toyota Prius Touring

Decatur, GA

UnscoredInsufficient · 0
$3,500235,313 mi

Decatur, GA

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Decatur, GA

UnscoredInsufficient · 4
$4,990231,451 mi

Comparison: 4 similar vehicles

Decatur, GA

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Decatur, GA

UnscoredInsufficient · 4
$4,990172,567 mi

Comparison: 4 similar vehicles

Decatur, GA

2012 Hyundai Sonata Hybrid Base

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

2012 Hyundai Sonata Hybrid Base

Atlanta, GA

UnscoredLimited · 13
$5,000173,000 mi

Comparison: 13 similar vehicles

Atlanta, GA

No Photo

2008 Toyota Prius Base

Jonesboro, GA

UnscoredInsufficient · 0
$5,000138,477 mi

Jonesboro, GA

2015 Ford Fusion Hybrid SE

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

2015 Ford Fusion Hybrid SE

Lagrange, GA

UnscoredLimited · 5
$5,899171,156 mi

Comparison: 5 similar vehicles

Lagrange, GA

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Decatur, GA

UnscoredInsufficient · 4
$5,990202,946 mi

Comparison: 4 similar vehicles

Decatur, GA

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Decatur, GA

UnscoredInsufficient · 4
$5,990166,863 mi

Comparison: 4 similar vehicles

Decatur, GA

2011 Toyota Prius III

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

2011 Toyota Prius III

Decatur, GA

UnscoredInsufficient · 4
$5,990186,770 mi

Comparison: 4 similar vehicles

Decatur, GA

2019 Kia Niro LX

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

2019 Kia Niro LX

Centre, AL

UnscoredInsufficient · 4
$5,995323,539 mi

Comparison: 4 similar vehicles

Centre, AL

2014 Hyundai Sonata Hybrid Base

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

2014 Hyundai Sonata Hybrid Base

Atlanta, GA

UnscoredInsufficient · 0
$6,000112,507 mi

Atlanta, GA

2010 Toyota Prius II

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

2010 Toyota Prius II

Marietta, GA

UnscoredLimited · 6
$6,294176,239 mi

Comparison: 6 similar vehicles

Marietta, GA

2013 Hyundai Sonata Hybrid Limited

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

2013 Hyundai Sonata Hybrid Limited

Marietta, GA

UnscoredInsufficient · 3
$6,749104,156 mi

Comparison: 3 similar vehicles

Marietta, GA

2012 Hyundai Sonata Hybrid Base

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

2012 Hyundai Sonata Hybrid Base

Decatur, GA

UnscoredLimited · 13
$6,895213,796 mi

Comparison: 13 similar vehicles

Decatur, GA

2016 Hyundai Sonata Hybrid Base

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

2016 Hyundai Sonata Hybrid Base

Cartersville, GA

UnscoredInsufficient · 3
$6,900155,844 mi

Comparison: 3 similar vehicles

Cartersville, GA

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Woodstock, GA

UnscoredInsufficient · 3
$6,950154,420 mi

Comparison: 3 similar vehicles

Woodstock, GA

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Marietta, GA

UnscoredInsufficient · 3
$7,000124,434 mi

Comparison: 3 similar vehicles

Marietta, GA

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

LaGrange, GA

UnscoredInsufficient · 4
$7,489236,200 mi

Comparison: 4 similar vehicles

LaGrange, GA

2010 Toyota Prius I

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

2010 Toyota Prius I

Douglasville, GA

UnscoredLimited · 6
$7,500138,523 mi

Comparison: 6 similar vehicles

Douglasville, GA

2010 Toyota Prius II

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

2010 Toyota Prius II

Jonesboro, GA

UnscoredLimited · 10
$7,500163,741 mi

Comparison: 10 similar vehicles

Jonesboro, GA

2011 Toyota Prius II

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

2011 Toyota Prius II

Decatur, GA

UnscoredLimited · 5
$7,692127,762 mi

Comparison: 5 similar vehicles

Decatur, GA

2016 Toyota Prius Two Eco

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

2016 Toyota Prius Two Eco

Union City, GA

UnscoredInsufficient · 0
$7,800221,881 mi

Union City, GA

2014 Hyundai Sonata Hybrid Limited

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

2014 Hyundai Sonata Hybrid Limited

Marietta, GA

UnscoredLimited · 9
$7,800136,119 mi

Comparison: 9 similar vehicles

Marietta, GA

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Marietta, GA

UnscoredInsufficient · 3
$7,899148,030 mi

Comparison: 3 similar vehicles

Marietta, GA

2008 Toyota Prius Touring

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

2008 Toyota Prius Touring

Carrollton, GA

UnscoredInsufficient · 3
$7,995189,447 mi

Comparison: 3 similar vehicles

Carrollton, GA

2010 Toyota Prius II

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

2010 Toyota Prius II

Marietta, GA

UnscoredLimited · 6
$7,997101,438 mi

Comparison: 6 similar vehicles

Marietta, GA

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Newnan, GA

UnscoredInsufficient · 0
$7,999176,111 mi

Newnan, GA

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Decatur, GA

UnscoredInsufficient · 4
$8,298156,536 mi

Comparison: 4 similar vehicles

Decatur, GA

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Marietta, GA

UnscoredInsufficient · 3
$8,499125,701 mi

Comparison: 3 similar vehicles

Marietta, GA

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Jonesboro, GA

UnscoredLimited · 6
$8,500149,603 mi

Comparison: 6 similar vehicles

Jonesboro, GA

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Marietta, GA

UnscoredLimited · 5
$8,700155,557 mi

Comparison: 5 similar vehicles

Marietta, GA

2014 Toyota Prius Four

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

2014 Toyota Prius Four

Marietta, GA

UnscoredLimited · 5
$8,950166,676 mi

Comparison: 5 similar vehicles

Marietta, GA

2014 Toyota Prius Three

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

2014 Toyota Prius Three

Decatur, GA

UnscoredInsufficient · 3
$8,993135,434 mi

Comparison: 3 similar vehicles

Decatur, GA

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Decatur, GA

UnscoredLimited · 7
$8,998121,139 mi

Comparison: 7 similar vehicles

Decatur, GA

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Union City, GA

UnscoredLimited · 8
$9,500131,437 mi

Comparison: 8 similar vehicles

Union City, GA

2014 Toyota Prius Three

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

2014 Toyota Prius Three

Chamblee, GA

UnscoredInsufficient · 4
$9,698145,270 mi

Comparison: 4 similar vehicles

Chamblee, GA

2014 Hyundai Sonata Hybrid Base

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

2014 Hyundai Sonata Hybrid Base

Cartersville, GA

UnscoredInsufficient · 0
$9,900116,444 mi

Cartersville, GA

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Smyrna, GA

Fair PriceLimited · 18
$9,999106,969 mi

Market: $9,150 – $18,595

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Smyrna, GA

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Marietta, GA

UnscoredLimited · 7
$10,689106,105 mi

Comparison: 7 similar vehicles

Marietta, GA

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Carrollton, GA

UnscoredInsufficient · 3
$10,995146,171 mi

Comparison: 3 similar vehicles

Carrollton, GA

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Smyrna, GA

UnscoredLimited · 8
$10,99992,037 mi

Comparison: 8 similar vehicles

Smyrna, GA

2015 Toyota Prius Four

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

2015 Toyota Prius Four

Smyrna, GA

UnscoredInsufficient · 3
$10,999109,353 mi

Comparison: 3 similar vehicles

Smyrna, GA

No Photo

2010 Honda Insight LX

Marietta, GA

UnscoredInsufficient · 0
$11,99550,058 mi

Marietta, GA

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Lithia Springs, GA

UnscoredLimited · 6
$12,17082,841 mi

Comparison: 6 similar vehicles

Lithia Springs, GA

2019 Kia Niro EX Premium

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

2019 Kia Niro EX Premium

Marietta, GA

UnscoredInsufficient · 0
$12,50035,657 mi

Marietta, GA

2017 Hyundai Sonata Hybrid Limited

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

2017 Hyundai Sonata Hybrid Limited

Cartersville, GA

UnscoredLimited · 7
$12,50088,931 mi

Comparison: 7 similar vehicles

Cartersville, GA

2018 Toyota Prius Two

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

2018 Toyota Prius Two

Marietta, GA

UnscoredInsufficient · 0
$12,999140,407 mi

Marietta, GA

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Atlanta, GA

Fair PriceLimited · 13
$13,49579,085 mi

Market: $7,999 – $16,998

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Atlanta, GA

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Kennesaw, GA

UnscoredLimited · 7
$13,99971,474 mi

Comparison: 7 similar vehicles

Kennesaw, GA

2017 Hyundai Sonata Hybrid Limited

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

2017 Hyundai Sonata Hybrid Limited

Atlanta, GA

UnscoredInsufficient · 0
$14,15980,824 mi

Atlanta, 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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