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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 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

5,667 listings found

2013 Ford C-Max SEL

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

2013 Ford C-Max SEL

Carlsbad, CA

UnscoredInsufficient · 3
$6,114149,350 mi

Comparison: 3 similar vehicles

Carlsbad, CA

2017 Kia Forte LX

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

2017 Kia Forte LX

Carlsbad, CA

Unscored
$6,714164,715 mi

Comparison: 6 similar vehicles

Carlsbad, CA

2002 BMW 5 Series 525i

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

2002 BMW 5 Series 525i

Carlsbad, CA

UnscoredInsufficient · 0
$6,972113,652 mi

Carlsbad, CA

2012 Nissan Sentra

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

2012 Nissan Sentra

Carlsbad, CA

UnscoredInsufficient · 0
$6,99891,102 mi

Carlsbad, CA

2008 Toyota Yaris Base

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

2008 Toyota Yaris Base

Carlsbad, CA

Unscored
$7,113149,600 mi

Comparison: 5 similar vehicles

Carlsbad, CA

2008 Toyota Yaris Base

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

2008 Toyota Yaris Base

Carlsbad, CA

Unscored
$7,313120,908 mi

Comparison: 5 similar vehicles

Carlsbad, CA

2017 Volkswagen Golf S

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

2017 Volkswagen Golf S

Carlsbad, CA

UnscoredInsufficient · 4
$7,980130,017 mi

Comparison: 4 similar vehicles

Carlsbad, CA

2014 Kia Rio 5-Door LX

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

2014 Kia Rio 5-Door LX

Carlsbad, CA

UnscoredInsufficient · 0
$7,98057,908 mi

Carlsbad, CA

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

Carlsbad, CA

UnscoredInsufficient · 0
$7,98741,233 mi

Carlsbad, CA

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Carlsbad, CA

Unscored
$8,121116,356 mi

Comparison: 7 similar vehicles

Carlsbad, CA

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Carlsbad, CA

UnscoredInsufficient · 4
$8,484129,434 mi

Comparison: 4 similar vehicles

Carlsbad, CA

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Carlsbad, CA

Unscored
$8,495111,601 mi

Comparison: 6 similar vehicles

Carlsbad, CA

2020 Volkswagen Jetta SE

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

2020 Volkswagen Jetta SE

Carlsbad, CA

Unscored
$8,580179,334 mi

Comparison: 5 similar vehicles

Carlsbad, CA

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

Carlsbad, CA

Unscored
$8,99090,709 mi

Comparison: 5 similar vehicles

Carlsbad, CA

2014 Honda Pilot LX

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

2014 Honda Pilot LX

Carlsbad, CA

UnscoredInsufficient · 0
$8,999144,316 mi

Carlsbad, CA

2007 Toyota Camry Hybrid

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

2007 Toyota Camry Hybrid

Carlsbad, CA

Unscored
$9,11391,621 mi

Comparison: 8 similar vehicles

Carlsbad, CA

2013 Lincoln MKX Base

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

2013 Lincoln MKX Base

Carlsbad, CA

Unscored
$9,200115,474 mi

Comparison: 5 similar vehicles

Carlsbad, CA

2012 Mercedes-Benz C-Class C250 Luxury

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

2012 Mercedes-Benz C-Class C250 Luxury

Carlsbad, CA

Unscored
$9,500102,387 mi

Comparison: 9 similar vehicles

Carlsbad, CA

2017 Volkswagen Passat SE

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

2017 Volkswagen Passat SE

Carlsbad, CA

UnscoredInsufficient · 4
$9,613131,853 mi

Comparison: 4 similar vehicles

Carlsbad, CA

2017 Toyota Camry SE

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

2017 Toyota Camry SE

Carlsbad, CA

Unscored
$9,633189,972 mi

Comparison: 12 similar vehicles

Carlsbad, CA

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Carlsbad, CA

Fair PriceLimited · 18
$9,699112,635 mi

Market: $9,299 – $14,425

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Carlsbad, CA

2012 Scion xB Base

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

2012 Scion xB Base

Carlsbad, CA

Unscored
$9,713104,693 mi

Comparison: 6 similar vehicles

Carlsbad, CA

2013 Honda CR-Z Base

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

2013 Honda CR-Z Base

Carlsbad, CA

UnscoredInsufficient · 0
$9,84494,461 mi

Carlsbad, CA

2014 Mercedes-Benz GLK-Class GLK350

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

2014 Mercedes-Benz GLK-Class GLK350

Carlsbad, CA

Unscored
$9,902121,803 mi

Comparison: 16 similar vehicles

Carlsbad, CA

2020 Kia Soul S

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

2020 Kia Soul S

Carlsbad, CA

Unscored
$9,990123,123 mi

Comparison: 10 similar vehicles

Carlsbad, CA

2016 Hyundai Veloster

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

2016 Hyundai Veloster

Carlsbad, CA

UnscoredInsufficient · 0
$10,11384,448 mi

Carlsbad, CA

2019 Volkswagen Atlas S

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

2019 Volkswagen Atlas S

Carlsbad, CA

UnscoredInsufficient · 0
$10,161117,478 mi

Carlsbad, CA

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Carlsbad, CA

Unscored
$10,32263,324 mi

Comparison: 9 similar vehicles

Carlsbad, CA

2016 Volkswagen Golf TSI S

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

2016 Volkswagen Golf TSI S

Carlsbad, CA

Fair PriceLimited · 12
$10,613111,760 mi

Market: $8,895 – $12,671

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Carlsbad, CA

2014 Chrysler 300 Base

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

2014 Chrysler 300 Base

Carlsbad, CA

Unscored
$10,72978,647 mi

Comparison: 5 similar vehicles

Carlsbad, CA

2014 Honda Civic LX

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

2014 Honda Civic LX

Carlsbad, CA

Unscored
$10,841107,853 mi

Comparison: 9 similar vehicles

Carlsbad, CA

2017 BMW i3 Base

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

2017 BMW i3 Base

Carlsbad, CA

Fair PriceLimited · 11
$10,98091,708 mi

Market: $9,117 – $16,010

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Carlsbad, CA

2012 Chevrolet Camaro 2LS

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

2012 Chevrolet Camaro 2LS

Carlsbad, CA

UnscoredInsufficient · 4
$10,999131,244 mi

Comparison: 4 similar vehicles

Carlsbad, CA

2012 Honda Pilot Touring

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

2012 Honda Pilot Touring

Carlsbad, CA

UnscoredInsufficient · 3
$11,042148,068 mi

Comparison: 3 similar vehicles

Carlsbad, CA

2015 Volvo V60 Premier

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

2015 Volvo V60 Premier

Carlsbad, CA

Unscored
$11,11086,160 mi

Comparison: 6 similar vehicles

Carlsbad, CA

2017 Toyota Yaris iA Base

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

2017 Toyota Yaris iA Base

Carlsbad, CA

UnscoredInsufficient · 3
$11,315118,252 mi

Comparison: 3 similar vehicles

Carlsbad, CA

2018 Subaru Outback Base

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

2018 Subaru Outback Base

Carlsbad, CA

Unscored
$11,480127,910 mi

Comparison: 9 similar vehicles

Carlsbad, CA

2008 Mercedes-Benz S-Class S550

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

2008 Mercedes-Benz S-Class S550

Carlsbad, CA

Fair PriceLimited · 12
$11,48084,126 mi

Market: $4,935 – $18,770

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Carlsbad, CA

2020 Volkswagen Jetta S

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

2020 Volkswagen Jetta S

Carlsbad, CA

Fair PriceLimited · 11
$11,98097,254 mi

Market: $9,995 – $15,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Carlsbad, CA

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Carlsbad, CA

Fair PriceLimited · 13
$11,98681,867 mi

Market: $9,479 – $15,019

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Carlsbad, CA

2014 Nissan Altima SL

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

2014 Nissan Altima SL

Carlsbad, CA

Unscored
$12,04270,239 mi

Comparison: 7 similar vehicles

Carlsbad, CA

2015 Hyundai Genesis Coupe Base

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

2015 Hyundai Genesis Coupe Base

Carlsbad, CA

Unscored
$12,11390,962 mi

Comparison: 7 similar vehicles

Carlsbad, CA

2018 Subaru Impreza Sport

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

2018 Subaru Impreza Sport

Carlsbad, CA

UnscoredInsufficient · 0
$12,409102,012 mi

Carlsbad, CA

2017 Subaru Outback Limited

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

2017 Subaru Outback Limited

Carlsbad, CA

Unscored
$12,413134,742 mi

Comparison: 11 similar vehicles

Carlsbad, CA

2013 Nissan Frontier SV

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

2013 Nissan Frontier SV

Carlsbad, CA

UnscoredInsufficient · 3
$12,500134,240 mi

Comparison: 3 similar vehicles

Carlsbad, CA

2017 Audi A4 Premium

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

2017 Audi A4 Premium

Carlsbad, CA

Unscored
$12,60292,116 mi

Comparison: 6 similar vehicles

Carlsbad, CA

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Carlsbad, CA

Unscored
$12,613105,311 mi

Comparison: 5 similar vehicles

Carlsbad, CA

2019 Hyundai Tucson Sport

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

2019 Hyundai Tucson Sport

Carlsbad, CA

Unscored
$12,86785,173 mi

Comparison: 5 similar vehicles

Carlsbad, CA

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Carlsbad, CA

UnscoredInsufficient · 4
$12,93273,470 mi

Comparison: 4 similar vehicles

Carlsbad, CA

2016 Honda Civic EX

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

2016 Honda Civic EX

Carlsbad, CA

Unscored
$12,957144,196 mi

Comparison: 15 similar vehicles

Carlsbad, CA

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.
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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