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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 · November 8, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

110 listings found

2004 Ford Explorer Eddie Bauer

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

2004 Ford Explorer Eddie Bauer

Anderson, CA

UnscoredInsufficient · 0
$3,999163,999 mi

Anderson, CA

No Photo

2012 Kia Rio 5-Door LX

Anderson, CA

UnscoredInsufficient · 0
$4,999143,231 mi

Anderson, CA

No Photo

2006 Dodge Grand Caravan SXT

Anderson, CA

UnscoredInsufficient · 0
$4,999118,953 mi

Anderson, CA

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Anderson, CA

Unscored
$5,999150,930 mi

Comparison: 9 similar vehicles

Anderson, CA

No Photo

2012 Dodge Avenger SXT

Anderson, CA

UnscoredInsufficient · 0
$5,999129,955 mi

Anderson, CA

No Photo

2010 Chrysler Town & Country Touring

Anderson, CA

UnscoredInsufficient · 4
$5,999145,242 mi

Comparison: 4 similar vehicles

Anderson, CA

No Photo

2008 Saturn Outlook XR

Anderson, CA

UnscoredInsufficient · 0
$5,999Mileage not verified

Anderson, CA

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Anderson, CA

UnscoredInsufficient · 4
$6,877143,892 mi

Comparison: 4 similar vehicles

Anderson, CA

No Photo

2012 Jeep Grand Cherokee Laredo X

Anderson, CA

UnscoredInsufficient · 0
$6,999Mileage not verified

Anderson, CA

No Photo

2012 Dodge Charger SE

Anderson, CA

UnscoredInsufficient · 0
$6,999158,894 mi

Anderson, CA

No Photo

2011 GMC Terrain SLE-1

Anderson, CA

UnscoredInsufficient · 0
$6,999Mileage not verified

Anderson, CA

2016 Ford Escape SE

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

2016 Ford Escape SE

Anderson, CA

Unscored
$7,999120,217 mi

Comparison: 16 similar vehicles

Anderson, CA

No Photo

2011 Hyundai Genesis 3.8

Anderson, CA

UnscoredInsufficient · 0
$7,999Mileage not verified

Anderson, CA

No Photo

2015 Kia Sorento LX

Anderson, CA

Unscored
$8,99968,938 mi

Comparison: 5 similar vehicles

Anderson, CA

No Photo

2011 Dodge Durango Citadel

Anderson, CA

UnscoredInsufficient · 0
$8,999159,282 mi

Anderson, CA

No Photo

2014 Ford Focus SE

Anderson, CA

Fair PriceModerate · 24
$9,11472,595 mi

Market: $3,580 – $9,823

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Anderson, CA

2015 GMC Acadia SLT2

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

2015 GMC Acadia SLT2

Anderson, CA

Unscored
$10,114165,399 mi

Comparison: 5 similar vehicles

Anderson, CA

2015 Ford Fiesta Titanium

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

2015 Ford Fiesta Titanium

Anderson, CA

UnscoredInsufficient · 0
$10,11491,955 mi

Anderson, CA

2012 Audi A4 Premium

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

2012 Audi A4 Premium

Anderson, CA

Unscored
$10,114129,879 mi

Comparison: 8 similar vehicles

Anderson, CA

2010 Mercedes-Benz E-Class E350 Sport

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

2010 Mercedes-Benz E-Class E350 Sport

Anderson, CA

UnscoredInsufficient · 4
$10,114107,475 mi

Comparison: 4 similar vehicles

Anderson, CA

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Anderson, CA

Fair PriceModerate · 26
$12,114118,473 mi

Market: $9,250 – $17,990

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Anderson, CA

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Anderson, CA

Unscored
$12,114123,715 mi

Comparison: 10 similar vehicles

Anderson, CA

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Anderson, CA

Fair PriceModerate · 20
$13,114111,172 mi

Market: $6,995 – $15,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Anderson, CA

2016 RAM 1500 Pickup Big Horn/Lone Star

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

2016 RAM 1500 Pickup Big Horn/Lone Star

Anderson, CA

UnscoredInsufficient · 3
$13,114179,094 mi

Comparison: 3 similar vehicles

Anderson, CA

2016 Nissan Frontier S

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

2016 Nissan Frontier S

Anderson, CA

UnscoredInsufficient · 0
$13,114110,233 mi

Anderson, CA

No Photo

2015 Buick Encore Base

Anderson, CA

UnscoredInsufficient · 0
$13,11468,225 mi

Anderson, CA

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Anderson, CA

Unscored
$13,114167,783 mi

Comparison: 6 similar vehicles

Anderson, CA

2011 Lexus RX 350

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

2011 Lexus RX 350

Anderson, CA

Unscored
$13,114139,725 mi

Comparison: 24 similar vehicles

Anderson, CA

2013 Ford F-150 FX4

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

2013 Ford F-150 FX4

Anderson, CA

Unscored
$14,114214,451 mi

Comparison: 7 similar vehicles

Anderson, CA

2004 Ford F-250 Super Duty XLT

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

2004 Ford F-250 Super Duty XLT

Anderson, CA

Unscored
$14,11467,827 mi

Comparison: 6 similar vehicles

Anderson, CA

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Anderson, CA

Unscored
$15,114218,581 mi

Comparison: 92 similar vehicles

Anderson, CA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Anderson, CA

Fair PriceModerate · 42
$15,11483,758 mi

Market: $8,981 – $16,990

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Anderson, CA

2011 Ford F-350 Super Duty Chassis Cab Lariat

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

2011 Ford F-350 Super Duty Chassis Cab Lariat

Anderson, CA

UnscoredInsufficient · 0
$15,114209,523 mi

Anderson, CA

2011 Ford F-150 FX4

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

2011 Ford F-150 FX4

Anderson, CA

UnscoredInsufficient · 4
$15,114178,505 mi

Comparison: 4 similar vehicles

Anderson, CA

2021 Kia Soul LX

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

2021 Kia Soul LX

Anderson, CA

Unscored
$16,11471,467 mi

Comparison: 9 similar vehicles

Anderson, CA

No Photo

2019 RAM 1500 Pickup Rebel

Anderson, CA

Unscored
$16,114184,545 mi

Comparison: 15 similar vehicles

Anderson, CA

2018 Jeep Grand Cherokee Laredo E

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

2018 Jeep Grand Cherokee Laredo E

Anderson, CA

OverpricedLimited · 10
$16,114108,275 mi

Market: $12,064 – $16,079

Comparison: 10 similar vehicles

Anderson, CA

2018 Nissan Titan S

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

2018 Nissan Titan S

Anderson, CA

UnscoredInsufficient · 0
$16,114111,247 mi

Anderson, CA

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Anderson, CA

Fair PriceLimited · 17
$16,114110,153 mi

Market: $8,000 – $17,041

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Anderson, CA

2023 Chevrolet Malibu 1FL

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

2023 Chevrolet Malibu 1FL

Anderson, CA

Unscored
$17,11495,504 mi

Comparison: 7 similar vehicles

Anderson, CA

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Anderson, CA

Unscored
$17,114192,418 mi

Comparison: 47 similar vehicles

Anderson, CA

2016 Honda Pilot LX

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

2016 Honda Pilot LX

Anderson, CA

UnscoredInsufficient · 4
$17,114111,520 mi

Comparison: 4 similar vehicles

Anderson, CA

No Photo

2014 Ford F-150 XLT

Anderson, CA

Unscored
$17,114126,334 mi

Comparison: 37 similar vehicles

Anderson, CA

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

Anderson, CA

Fair PriceModerate · 23
$17,114113,000 mi

Market: $10,130 – $22,995

Comparison: 23 similar vehicles

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

Anderson, CA

2008 Ford F-350 Super Duty Chassis Cab

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

2008 Ford F-350 Super Duty Chassis Cab

Anderson, CA

UnscoredInsufficient · 0
$17,11497,898 mi

Anderson, CA

2020 Nissan Sentra SV

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

2020 Nissan Sentra SV

Anderson, CA

OverpricedLimited · 11
$18,11461,558 mi

Market: $13,169 – $15,078

Comparison: 11 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Anderson, CA

No Photo

2017 Ford F-150 Lariat

Anderson, CA

Unscored
$18,114179,048 mi

Comparison: 16 similar vehicles

Anderson, CA

No Photo

2017 GMC Sierra 1500 SLT

Anderson, CA

Unscored
$18,114161,744 mi

Comparison: 22 similar vehicles

Anderson, CA

No Photo

2015 Chevrolet Silverado 1500 LTZ

Anderson, CA

Unscored
$18,114134,898 mi

Comparison: 15 similar vehicles

Anderson, CA

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Anderson, CA

Fair PriceModerate · 27
$18,114101,412 mi

Market: $11,127 – $18,495

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Anderson, CA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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