Skip to main content
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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

140 listings found

2013 Chevrolet Tahoe LT

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

2013 Chevrolet Tahoe LT

Madison, VA

Unscored
$7,750240,383 mi

Comparison: 16 similar vehicles

Madison, VA

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Madison, VA

Unscored
$8,350175,742 mi

Comparison: 9 similar vehicles

Madison, VA

2010 Subaru Legacy 2.5i

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

2010 Subaru Legacy 2.5i

Madison, VA

UnscoredInsufficient · 0
$8,450108,693 mi

Madison, VA

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Madison, VA

Fair PriceModerate · 38
$8,75094,942 mi

Market: $4,999 – $9,995

Comparison: 38 similar vehicles

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

Madison, VA

2016 Buick Encore Base

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

2016 Buick Encore Base

Madison, VA

Unscored
$8,850128,384 mi

Comparison: 43 similar vehicles

Madison, VA

2013 Nissan Xterra S

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

2013 Nissan Xterra S

Madison, VA

UnscoredInsufficient · 0
$8,850177,972 mi

Madison, VA

2009 Ford Explorer Eddie Bauer

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

2009 Ford Explorer Eddie Bauer

Madison, VA

UnscoredInsufficient · 0
$8,950127,346 mi

Madison, VA

2008 Toyota RAV4 Limited

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

2008 Toyota RAV4 Limited

Madison, VA

UnscoredInsufficient · 3
$8,950164,203 mi

Comparison: 3 similar vehicles

Madison, VA

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Madison, VA

Fair PriceModerate · 39
$9,450105,215 mi

Market: $4,500 – $12,499

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Madison, VA

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

Madison, VA

Unscored
$9,650192,687 mi

Comparison: 8 similar vehicles

Madison, VA

2014 Ford Fusion S

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

2014 Ford Fusion S

Madison, VA

Fair PriceLimited · 10
$9,75098,632 mi

Market: $2,400 – $11,200

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Madison, VA

2006 Toyota Tacoma Base

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

2006 Toyota Tacoma Base

Madison, VA

Unscored
$10,499318,575 mi

Comparison: 42 similar vehicles

Madison, VA

2016 Honda Accord Sport

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

2016 Honda Accord Sport

Madison, VA

Unscored
$10,824148,467 mi

Comparison: 7 similar vehicles

Madison, VA

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Madison, VA

Unscored
$10,950184,654 mi

Comparison: 14 similar vehicles

Madison, VA

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Madison, VA

Fair PriceRobust · 60
$10,950107,329 mi

Market: $2,400 – $13,690

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Madison, VA

2021 Chevrolet Equinox LS

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

2021 Chevrolet Equinox LS

Madison, VA

Unscored
$10,993140,390 mi

Comparison: 74 similar vehicles

Madison, VA

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Madison, VA

Unscored
$10,993121,758 mi

Comparison: 20 similar vehicles

Madison, VA

2008 Chevrolet Suburban LS

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

2008 Chevrolet Suburban LS

Madison, VA

UnscoredInsufficient · 3
$11,650133,410 mi

Comparison: 3 similar vehicles

Madison, VA

2013 Subaru Impreza 2.0I Premium

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

2013 Subaru Impreza 2.0I Premium

Madison, VA

UnscoredInsufficient · 0
$11,85057,387 mi

Madison, VA

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Madison, VA

Unscored
$11,99994,283 mi

Comparison: 7 similar vehicles

Madison, VA

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Madison, VA

UnscoredInsufficient · 0
$12,75047,799 mi

Madison, VA

2016 Honda Odyssey EX-L

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

2016 Honda Odyssey EX-L

Madison, VA

Unscored
$12,950139,429 mi

Comparison: 14 similar vehicles

Madison, VA

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Madison, VA

Fair PriceLimited · 12
$12,950115,800 mi

Market: $4,700 – $14,499

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Madison, VA

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

Madison, VA

Unscored
$13,750150,028 mi

Comparison: 12 similar vehicles

Madison, VA

2011 Lexus RX 350

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

2011 Lexus RX 350

Madison, VA

Fair PriceModerate · 45
$13,750109,637 mi

Market: $7,990 – $18,684

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Madison, VA

2008 Toyota Tacoma PreRunner

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

2008 Toyota Tacoma PreRunner

Madison, VA

Unscored
$13,750162,651 mi

Comparison: 15 similar vehicles

Madison, VA

2014 Honda Pilot Touring

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

2014 Honda Pilot Touring

Madison, VA

Unscored
$13,850137,453 mi

Comparison: 5 similar vehicles

Madison, VA

2018 Nissan Murano Platinum

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

2018 Nissan Murano Platinum

Madison, VA

Unscored
$13,950120,210 mi

Comparison: 24 similar vehicles

Madison, VA

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Madison, VA

Unscored
$13,950162,648 mi

Comparison: 6 similar vehicles

Madison, VA

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Madison, VA

Fair PriceLimited · 10
$13,950114,236 mi

Market: $8,949 – $18,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Madison, VA

2013 Toyota Highlander Base

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

2013 Toyota Highlander Base

Madison, VA

Unscored
$14,450126,115 mi

Comparison: 49 similar vehicles

Madison, VA

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Madison, VA

Unscored
$14,750170,118 mi

Comparison: 20 similar vehicles

Madison, VA

2006 Toyota Tacoma PreRunner

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

2006 Toyota Tacoma PreRunner

Madison, VA

UnscoredInsufficient · 4
$14,750140,212 mi

Comparison: 4 similar vehicles

Madison, VA

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Madison, VA

Fair PriceRobust · 58
$14,850107,331 mi

Market: $5,995 – $20,075

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Madison, VA

2016 Honda Pilot EX-L

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

2016 Honda Pilot EX-L

Madison, VA

UnscoredInsufficient · 4
$14,950134,577 mi

Comparison: 4 similar vehicles

Madison, VA

2016 Mazda CX-5 Grand Touring

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

2016 Mazda CX-5 Grand Touring

Madison, VA

Unscored
$14,950120,512 mi

Comparison: 179 similar vehicles

Madison, VA

2015 Nissan Xterra S

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

2015 Nissan Xterra S

Madison, VA

Unscored
$14,950110,026 mi

Comparison: 8 similar vehicles

Madison, VA

2013 GMC Yukon SLT

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

2013 GMC Yukon SLT

Madison, VA

UnscoredInsufficient · 3
$14,950154,105 mi

Comparison: 3 similar vehicles

Madison, VA

2011 Ford Ranger XLT

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

2011 Ford Ranger XLT

Madison, VA

Fair PriceModerate · 24
$14,95087,670 mi

Market: $5,995 – $15,950

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Madison, VA

2016 Honda Odyssey Touring Elite

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

2016 Honda Odyssey Touring Elite

Madison, VA

Fair PriceLimited · 12
$15,950117,945 mi

Market: $10,791 – $22,998

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Madison, VA

2013 Nissan Frontier PRO-4X

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

2013 Nissan Frontier PRO-4X

Madison, VA

UnscoredInsufficient · 4
$15,950109,452 mi

Comparison: 4 similar vehicles

Madison, VA

2011 Ford Ranger XLT

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

2011 Ford Ranger XLT

Madison, VA

OverpricedModerate · 24
$15,95071,827 mi

Market: $5,995 – $15,113

Comparison: 24 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Madison, VA

2015 Jeep Wrangler Unlimited Sahara

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

2015 Jeep Wrangler Unlimited Sahara

Madison, VA

Unscored
$16,850123,655 mi

Comparison: 8 similar vehicles

Madison, VA

2012 Toyota Tacoma Base

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

2012 Toyota Tacoma Base

Madison, VA

Fair PriceModerate · 44
$16,95098,034 mi

Market: $7,395 – $23,687

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Madison, VA

2021 Toyota Corolla L

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

2021 Toyota Corolla L

Madison, VA

Unscored
$17,49981,748 mi

Comparison: 9 similar vehicles

Madison, VA

2015 Acura RDX Base

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

2015 Acura RDX Base

Madison, VA

OverpricedModerate · 32
$17,85060,759 mi

Market: $6,995 – $16,900

Comparison: 32 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Madison, VA

2014 Lexus RX 350

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

2014 Lexus RX 350

Madison, VA

Fair PriceModerate · 49
$17,850111,693 mi

Market: $9,499 – $19,990

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Madison, VA

2012 Toyota Tacoma PreRunner

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

2012 Toyota Tacoma PreRunner

Madison, VA

Unscored
$17,850123,646 mi

Comparison: 16 similar vehicles

Madison, VA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Madison, VA

Unscored
$17,86454,401 mi

Comparison: 12 similar vehicles

Madison, VA

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Madison, VA

UnscoredInsufficient · 3
$18,850149,951 mi

Comparison: 3 similar vehicles

Madison, VA

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.
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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.