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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 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

3,120 listings found

2015 Honda Pilot EX-L

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

2015 Honda Pilot EX-L

Latham, NY

Unscored
$6,900185,998 mi

Comparison: 55 similar vehicles

Latham, NY

2013 MINI Countryman S

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

2013 MINI Countryman S

Latham, NY

Fair PriceLimited · 16
$7,70093,657 mi

Market: $4,899 – $9,995

Comparison: 16 similar vehicles

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

Latham, NY

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Latham, NY

Fair PriceModerate · 39
$7,99586,977 mi

Market: $3,999 – $12,320

Comparison: 39 similar vehicles

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

Latham, NY

2014 Nissan JUKE SL

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

2014 Nissan JUKE SL

Latham, NY

Unscored
$8,99596,119 mi

Comparison: 6 similar vehicles

Latham, NY

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Latham, NY

Fair PriceRobust · 136
$9,10084,224 mi

Market: $3,650 – $14,600

Comparison: 136 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Latham, NY

2002 Lexus LS 430

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

2002 Lexus LS 430

Latham, NY

UnscoredInsufficient · 0
$9,500103,900 mi

Latham, NY

2017 Ford Focus SE

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

2017 Ford Focus SE

Latham, NY

UnscoredInsufficient · 4
$9,60051,000 mi

Comparison: 4 similar vehicles

Latham, NY

2023 Kia Niro EX

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

2023 Kia Niro EX

Latham, NY

Unscored
$9,799156,740 mi

Comparison: 8 similar vehicles

Latham, NY

2011 Chevrolet Camaro 2LS

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

2011 Chevrolet Camaro 2LS

Latham, NY

UnscoredInsufficient · 0
$9,920112,618 mi

Latham, NY

2019 INFINITI QX60 LUXE

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

2019 INFINITI QX60 LUXE

Latham, NY

Unscored
$9,962148,597 mi

Comparison: 83 similar vehicles

Latham, NY

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Latham, NY

Unscored
$10,900114,892 mi

Comparison: 7 similar vehicles

Latham, NY

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Latham, NY

Fair PriceLimited · 19
$11,77598,694 mi

Market: $11,863 – $16,970

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 492 days listed (based on current market benchmarks)

Latham, NY

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Latham, NY

Fair PriceModerate · 35
$11,90079,234 mi

Market: $3,500 – $12,995

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Latham, NY

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Latham, NY

UnscoredInsufficient · 0
$11,99510,000 mi

Latham, NY

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Latham, NY

UnscoredInsufficient · 0
$12,30028,000 mi

Latham, NY

2017 Chevrolet Volt Premier

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

2017 Chevrolet Volt Premier

Latham, NY

UnscoredInsufficient · 0
$12,30094,358 mi

Latham, NY

2016 Honda CR-V LX

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

2016 Honda CR-V LX

Latham, NY

Fair PriceRobust · 83
$12,500111,743 mi

Market: $6,999 – $17,634

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Latham, NY

2017 Kia Optima LX

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

2017 Kia Optima LX

Latham, NY

Fair PriceModerate · 38
$12,590111,070 mi

Market: $6,500 – $13,443

Comparison: 38 similar vehicles

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

Latham, NY

2019 Kia Optima LX

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

2019 Kia Optima LX

Latham, NY

Fair PriceModerate · 46
$12,80062,571 mi

Market: $6,500 – $15,998

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Latham, NY

2020 Ford Ecosport SES

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

2020 Ford Ecosport SES

Latham, NY

Great DealLimited · 16
$13,17274,179 mi

Market: $13,798 – $15,576

Comparison: 16 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 223 days listed (based on current market benchmarks)

Latham, NY

2016 Chrysler 200 S

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

2016 Chrysler 200 S

Latham, NY

UnscoredInsufficient · 4
$13,17297,057 mi

Comparison: 4 similar vehicles

Latham, NY

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Latham, NY

Great DealLimited · 12
$13,37552,084 mi

Market: $15,958 – $16,133

Comparison: 12 similar vehicles

Competitively priced ~16% below the typical range compared to similar vehicles · 14 days listed (based on current market benchmarks)

Latham, NY

2017 Subaru Forester Base

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

2017 Subaru Forester Base

Latham, NY

Fair PriceRobust · 97
$13,40085,664 mi

Market: $5,495 – $19,995

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Latham, NY

2018 Subaru Forester Premium

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

2018 Subaru Forester Premium

Latham, NY

Fair PriceLimited · 12
$13,500112,256 mi

Market: $13,078 – $20,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Latham, NY

2017 Toyota RAV4 XLE

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

2017 Toyota RAV4 XLE

Latham, NY

Unscored
$13,500132,957 mi

Comparison: 6 similar vehicles

Latham, NY

2016 Mazda MAZDA6 i Touring

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

2016 Mazda MAZDA6 i Touring

Latham, NY

Fair PriceModerate · 22
$13,50069,911 mi

Market: $5,900 – $16,926

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Latham, NY

2019 Chevrolet Trax LS

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

2019 Chevrolet Trax LS

Latham, NY

OverpricedLimited · 11
$13,67262,083 mi

Market: $9,900 – $12,675

Comparison: 11 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Latham, NY

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Latham, NY

Unscored
$13,96252,633 mi

Comparison: 9 similar vehicles

Latham, NY

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Latham, NY

UnscoredInsufficient · 3
$13,97765,386 mi

Comparison: 3 similar vehicles

Latham, NY

2015 Honda CR-V EX

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

2015 Honda CR-V EX

Latham, NY

Unscored
$14,070127,432 mi

Comparison: 13 similar vehicles

Latham, NY

2015 Honda CR-V EX

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

2015 Honda CR-V EX

Latham, NY

Unscored
$14,170130,688 mi

Comparison: 13 similar vehicles

Latham, NY

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Latham, NY

Unscored
$14,17276,990 mi

Comparison: 6 similar vehicles

Latham, NY

2019 Subaru Impreza Base

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

2019 Subaru Impreza Base

Latham, NY

Unscored
$14,20068,895 mi

Comparison: 6 similar vehicles

Latham, NY

2017 Honda CR-V LX

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

2017 Honda CR-V LX

Latham, NY

UnscoredInsufficient · 3
$14,200128,885 mi

Comparison: 3 similar vehicles

Latham, NY

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Latham, NY

Unscored
$14,60099,871 mi

Comparison: 6 similar vehicles

Latham, NY

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

Latham, NY

Fair PriceLimited · 15
$14,600110,223 mi

Market: $10,998 – $20,593

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Latham, NY

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

Latham, NY

Unscored
$14,672150,739 mi

Comparison: 7 similar vehicles

Latham, NY

2015 Subaru Impreza 2.0I

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

2015 Subaru Impreza 2.0I

Latham, NY

OverpricedRobust · 57
$14,67277,214 mi

Market: $3,000 – $14,599

Comparison: 57 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Latham, NY

2018 Mercedes-Benz C-Class Sedan C300

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

2018 Mercedes-Benz C-Class Sedan C300

Latham, NY

Fair PriceRobust · 94
$14,67592,690 mi

Market: $8,000 – $22,950

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3104 days listed (based on current market benchmarks)

Latham, NY

2015 Honda Accord EX-L

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

2015 Honda Accord EX-L

Latham, NY

Fair PriceRobust · 70
$14,67695,571 mi

Market: $6,650 – $18,995

Comparison: 70 similar vehicles

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

Latham, NY

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Latham, NY

Unscored
$14,82373,587 mi

Comparison: 5 similar vehicles

Latham, NY

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Latham, NY

Unscored
$14,875165,875 mi

Comparison: 8 similar vehicles

Latham, NY

2014 Honda Accord EX

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

2014 Honda Accord EX

Latham, NY

UnscoredInsufficient · 4
$14,97090,959 mi

Comparison: 4 similar vehicles

Latham, NY

2018 Nissan Altima S

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

2018 Nissan Altima S

Latham, NY

Unscored
$14,97271,574 mi

Comparison: 9 similar vehicles

Latham, NY

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Latham, NY

OverpricedLimited · 12
$14,99074,629 mi

Market: $9,998 – $14,082

Comparison: 12 similar vehicles

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

Latham, NY

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Latham, NY

Unscored
$14,99551,010 mi

Comparison: 5 similar vehicles

Latham, NY

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Latham, NY

OverpricedRobust · 63
$15,04772,514 mi

Market: $4,000 – $13,995

Comparison: 63 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Latham, NY

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Latham, NY

OverpricedModerate · 30
$15,13661,223 mi

Market: $3,499 – $12,995

Comparison: 30 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

Latham, NY

2017 Honda Accord LX

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

2017 Honda Accord LX

Latham, NY

Fair PriceRobust · 77
$15,17078,906 mi

Market: $7,999 – $18,693

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Latham, NY

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Latham, NY

Unscored
$15,17593,901 mi

Comparison: 9 similar vehicles

Latham, NY

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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