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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

3,446 listings found

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Daphne, AL

Great DealLimited · 10
$3,198107,808 mi

Market: $4,000 – $6,995

Comparison: 10 similar vehicles

Competitively priced ~20% below the typical range compared to similar vehicles · 41 days listed (based on current market benchmarks)

Daphne, AL

2012 Dodge Avenger SXT Plus

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

2012 Dodge Avenger SXT Plus

Daphne, AL

UnscoredInsufficient · 0
$4,093267,285 mi

Daphne, AL

2011 Buick Enclave CXL-2

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

2011 Buick Enclave CXL-2

Daphne, AL

Unscored
$4,093269,869 mi

Comparison: 7 similar vehicles

Daphne, AL

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Daphne, AL

UnscoredInsufficient · 4
$4,463206,488 mi

Comparison: 4 similar vehicles

Daphne, AL

2007 Lincoln MKX Base

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

2007 Lincoln MKX Base

Daphne, AL

UnscoredInsufficient · 0
$4,563109,075 mi

Daphne, AL

2015 Chevrolet Cruze 2LT

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

2015 Chevrolet Cruze 2LT

Daphne, AL

Unscored
$5,053182,613 mi

Comparison: 6 similar vehicles

Daphne, AL

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Daphne, AL

UnscoredInsufficient · 3
$5,500142,765 mi

Comparison: 3 similar vehicles

Daphne, AL

2011 Ford Focus SE

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

2011 Ford Focus SE

Daphne, AL

UnscoredInsufficient · 3
$5,624174,705 mi

Comparison: 3 similar vehicles

Daphne, AL

2012 Ford Explorer Base

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

2012 Ford Explorer Base

Daphne, AL

UnscoredInsufficient · 0
$5,897161,948 mi

Daphne, AL

2010 Kia Soul Exclaim

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

2010 Kia Soul Exclaim

Daphne, AL

UnscoredInsufficient · 4
$5,920118,359 mi

Comparison: 4 similar vehicles

Daphne, AL

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Daphne, AL

Unscored
$6,023191,758 mi

Comparison: 6 similar vehicles

Daphne, AL

2005 INFINITI FX 45

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

2005 INFINITI FX 45

Daphne, AL

UnscoredInsufficient · 0
$6,09389,993 mi

Daphne, AL

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Daphne, AL

Unscored
$6,348172,683 mi

Comparison: 9 similar vehicles

Daphne, AL

2011 Toyota Camry SE

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

2011 Toyota Camry SE

Daphne, AL

UnscoredInsufficient · 0
$6,348284,834 mi

Daphne, AL

2014 RAM 1500 Pickup Express

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

2014 RAM 1500 Pickup Express

Daphne, AL

Unscored
$6,488197,746 mi

Comparison: 7 similar vehicles

Daphne, AL

2012 Chevrolet Captiva Sport 1LS

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

2012 Chevrolet Captiva Sport 1LS

Daphne, AL

UnscoredInsufficient · 0
$6,800118,527 mi

Daphne, AL

2014 Ford Expedition King Ranch

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

2014 Ford Expedition King Ranch

Daphne, AL

UnscoredInsufficient · 0
$6,889213,379 mi

Daphne, AL

2012 Honda Accord SE

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

2012 Honda Accord SE

Daphne, AL

UnscoredInsufficient · 3
$6,896216,793 mi

Comparison: 3 similar vehicles

Daphne, AL

2015 Nissan Altima S

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

2015 Nissan Altima S

Daphne, AL

Unscored
$7,083214,366 mi

Comparison: 14 similar vehicles

Daphne, AL

2014 Chevrolet Impala 2LZ

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

2014 Chevrolet Impala 2LZ

Daphne, AL

UnscoredInsufficient · 0
$7,088189,369 mi

Daphne, AL

2004 Toyota 4Runner SR5

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

2004 Toyota 4Runner SR5

Daphne, AL

UnscoredInsufficient · 4
$7,093264,855 mi

Comparison: 4 similar vehicles

Daphne, AL

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Daphne, AL

UnscoredInsufficient · 0
$7,09843,359 mi

Daphne, AL

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

Daphne, AL

UnscoredInsufficient · 0
$7,200162,933 mi

Daphne, AL

2020 Ford Transit Van Base

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

2020 Ford Transit Van Base

Daphne, AL

UnscoredInsufficient · 4
$7,563407,713 mi

Comparison: 4 similar vehicles

Daphne, AL

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Daphne, AL

Unscored
$7,942137,839 mi

Comparison: 5 similar vehicles

Daphne, AL

2019 Nissan Pathfinder SL

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

2019 Nissan Pathfinder SL

Daphne, AL

Unscored
$7,972140,028 mi

Comparison: 15 similar vehicles

Daphne, AL

2021 Mitsubishi Mirage ES

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

2021 Mitsubishi Mirage ES

Daphne, AL

UnscoredInsufficient · 3
$7,98092,759 mi

Comparison: 3 similar vehicles

Daphne, AL

2014 Volvo S60 T5

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

2014 Volvo S60 T5

Daphne, AL

UnscoredInsufficient · 0
$7,980118,192 mi

Daphne, AL

2019 Ford Escape SE

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

2019 Ford Escape SE

Daphne, AL

Fair PriceLimited · 14
$7,98990,830 mi

Market: $6,839 – $11,173

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Daphne, AL

2016 Audi Q5 Premium

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

2016 Audi Q5 Premium

Daphne, AL

UnscoredInsufficient · 0
$8,083141,938 mi

Daphne, AL

2001 Toyota Highlander Base

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

2001 Toyota Highlander Base

Daphne, AL

UnscoredInsufficient · 0
$8,153121,714 mi

Daphne, AL

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Daphne, AL

UnscoredInsufficient · 4
$8,393124,768 mi

Comparison: 4 similar vehicles

Daphne, AL

2012 MINI Cooper Base

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

2012 MINI Cooper Base

Daphne, AL

UnscoredInsufficient · 0
$8,44092,884 mi

Daphne, AL

2010 Subaru Forester X

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

2010 Subaru Forester X

Daphne, AL

UnscoredInsufficient · 0
$8,450105,370 mi

Daphne, AL

2019 Nissan Altima Platinum

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

2019 Nissan Altima Platinum

Daphne, AL

Unscored
$8,579181,757 mi

Comparison: 5 similar vehicles

Daphne, AL

2014 Chevrolet Malibu Fleet

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

2014 Chevrolet Malibu Fleet

Daphne, AL

UnscoredInsufficient · 0
$8,799133,610 mi

Daphne, AL

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Daphne, AL

Great DealLimited · 19
$8,980104,399 mi

Market: $11,499 – $12,965

Comparison: 19 similar vehicles

Competitively priced ~22% below the typical range compared to similar vehicles · 80 days listed (based on current market benchmarks)

Daphne, AL

2016 Honda HR-V LX

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

2016 Honda HR-V LX

Daphne, AL

UnscoredInsufficient · 3
$9,372138,571 mi

Comparison: 3 similar vehicles

Daphne, AL

2013 Hyundai Tucson Limited

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

2013 Hyundai Tucson Limited

Daphne, AL

UnscoredInsufficient · 0
$9,395127,508 mi

Daphne, AL

2010 Toyota Highlander Limited

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

2010 Toyota Highlander Limited

Daphne, AL

Unscored
$9,595219,224 mi

Comparison: 8 similar vehicles

Daphne, AL

2016 Chevrolet Impala 2LT

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

2016 Chevrolet Impala 2LT

Daphne, AL

UnscoredInsufficient · 4
$9,799160,626 mi

Comparison: 4 similar vehicles

Daphne, AL

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Daphne, AL

UnscoredInsufficient · 4
$9,900Mileage not verified

Comparison: 4 similar vehicles

Daphne, AL

2014 Nissan Sentra SR

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

2014 Nissan Sentra SR

Daphne, AL

UnscoredInsufficient · 0
$9,93259,632 mi

Daphne, AL

2021 Kia Rio LX

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

2021 Kia Rio LX

Daphne, AL

UnscoredInsufficient · 0
$9,98098,252 mi

Daphne, AL

2017 Dodge Grand Caravan SE

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

2017 Dodge Grand Caravan SE

Daphne, AL

Fair PriceLimited · 12
$9,98090,395 mi

Market: $7,900 – $9,990

Comparison: 12 similar vehicles

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

Daphne, AL

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Daphne, AL

Fair PriceLimited · 13
$9,98092,851 mi

Market: $5,995 – $10,998

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Daphne, AL

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Daphne, AL

Unscored
$9,985134,633 mi

Comparison: 21 similar vehicles

Daphne, AL

2014 Acura MDX Technology Package

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

2014 Acura MDX Technology Package

Daphne, AL

Unscored
$9,998172,444 mi

Comparison: 5 similar vehicles

Daphne, AL

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Daphne, AL

Unscored
$10,028126,870 mi

Comparison: 23 similar vehicles

Daphne, AL

2017 Hyundai Elantra GT

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

2017 Hyundai Elantra GT

Daphne, AL

UnscoredInsufficient · 0
$10,440106,006 mi

Daphne, AL

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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