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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 11, 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

299 listings found

2007 Buick Lucerne CXL

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

2007 Buick Lucerne CXL

Glenolden, PA

UnscoredInsufficient · 3
$3,999141,686 mi

Comparison: 3 similar vehicles

Glenolden, PA

2011 Kia Optima SX

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

2011 Kia Optima SX

Glenolden, PA

UnscoredInsufficient · 3
$6,499137,951 mi

Comparison: 3 similar vehicles

Glenolden, PA

2007 Chevrolet TrailBlazer LS

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

2007 Chevrolet TrailBlazer LS

Glenolden, PA

Unscored
$6,499147,180 mi

Comparison: 8 similar vehicles

Glenolden, PA

2011 Kia Soul Base

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

2011 Kia Soul Base

Glenolden, PA

UnscoredInsufficient · 4
$6,995151,454 mi

Comparison: 4 similar vehicles

Glenolden, PA

2005 Ford F-150 STX

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

2005 Ford F-150 STX

Glenolden, PA

Unscored
$7,99599,000 mi

Comparison: 6 similar vehicles

Glenolden, PA

2015 Ford Escape S

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

2015 Ford Escape S

Glenolden, PA

UnscoredInsufficient · 4
$9,385154,609 mi

Comparison: 4 similar vehicles

Glenolden, PA

2014 Nissan Pathfinder S

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

2014 Nissan Pathfinder S

Glenolden, PA

UnscoredInsufficient · 3
$9,885130,692 mi

Comparison: 3 similar vehicles

Glenolden, PA

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Glenolden, PA

Unscored
$9,99597,157 mi

Comparison: 5 similar vehicles

Glenolden, PA

2013 Ford Edge Sport

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

2013 Ford Edge Sport

Glenolden, PA

Unscored
$10,49995,432 mi

Comparison: 5 similar vehicles

Glenolden, PA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Glenolden, PA

OverpricedLimited · 17
$10,65960,841 mi

Market: $2,495 – $9,499

Comparison: 17 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Glenolden, PA

2010 Acura TSX

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

2010 Acura TSX

Glenolden, PA

UnscoredInsufficient · 0
$11,285125,360 mi

Glenolden, PA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Glenolden, PA

Fair PriceModerate · 20
$11,38595,128 mi

Market: $2,300 – $13,850

Comparison: 20 similar vehicles

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

Glenolden, PA

2017 Mitsubishi Outlander Sport SEL

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

2017 Mitsubishi Outlander Sport SEL

Glenolden, PA

UnscoredInsufficient · 0
$11,99586,112 mi

Glenolden, PA

2013 Honda CR-V LX

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

2013 Honda CR-V LX

Glenolden, PA

Unscored
$12,085136,041 mi

Comparison: 12 similar vehicles

Glenolden, PA

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Glenolden, PA

Fair PriceLimited · 15
$12,385118,489 mi

Market: $3,600 – $15,850

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Glenolden, PA

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Glenolden, PA

OverpricedLimited · 11
$12,38598,802 mi

Market: $6,584 – $7,500

Comparison: 11 similar vehicles

Priced ~65% above the typical market range for similar vehicles (based on current market benchmarks)

Glenolden, PA

2015 Volkswagen Tiguan SE

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

2015 Volkswagen Tiguan SE

Glenolden, PA

UnscoredInsufficient · 0
$12,38559,019 mi

Glenolden, PA

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Glenolden, PA

Fair PriceModerate · 27
$13,48574,854 mi

Market: $3,400 – $16,999

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Glenolden, PA

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Glenolden, PA

Unscored
$13,98570,631 mi

Comparison: 7 similar vehicles

Glenolden, PA

2014 Nissan Frontier S

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

2014 Nissan Frontier S

Glenolden, PA

UnscoredInsufficient · 0
$14,18571,518 mi

Glenolden, PA

2018 Nissan Murano SV

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

2018 Nissan Murano SV

Glenolden, PA

OverpricedLimited · 13
$14,38597,490 mi

Market: $10,250 – $12,799

Comparison: 13 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Glenolden, PA

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

Glenolden, PA

Unscored
$14,885130,670 mi

Comparison: 12 similar vehicles

Glenolden, PA

2019 Honda HR-V EX

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

2019 Honda HR-V EX

Glenolden, PA

UnscoredInsufficient · 4
$14,99579,637 mi

Comparison: 4 similar vehicles

Glenolden, PA

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Glenolden, PA

Fair PriceRobust · 51
$14,99598,459 mi

Market: $6,500 – $16,202

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Glenolden, PA

2017 Honda Pilot EX-L

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

2017 Honda Pilot EX-L

Glenolden, PA

Unscored
$14,995158,862 mi

Comparison: 10 similar vehicles

Glenolden, PA

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

Glenolden, PA

Unscored
$15,485158,273 mi

Comparison: 13 similar vehicles

Glenolden, PA

2017 Dodge Durango SXT Plus

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

2017 Dodge Durango SXT Plus

Glenolden, PA

Unscored
$16,28581,055 mi

Comparison: 7 similar vehicles

Glenolden, PA

2020 Nissan Pathfinder SV

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

2020 Nissan Pathfinder SV

Glenolden, PA

Unscored
$16,78576,230 mi

Comparison: 9 similar vehicles

Glenolden, PA

2021 Nissan Sentra SV

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

2021 Nissan Sentra SV

Glenolden, PA

Unscored
$16,99552,150 mi

Comparison: 9 similar vehicles

Glenolden, PA

2016 Volvo XC90 Momentum

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

2016 Volvo XC90 Momentum

Glenolden, PA

OverpricedLimited · 14
$17,08584,690 mi

Market: $9,999 – $16,495

Comparison: 14 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Glenolden, PA

2002 Toyota Tacoma Base

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

2002 Toyota Tacoma Base

Glenolden, PA

Unscored
$17,38570,131 mi

Comparison: 7 similar vehicles

Glenolden, PA

2019 Honda Civic Hatchback LX

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

2019 Honda Civic Hatchback LX

Glenolden, PA

Fair PriceRobust · 56
$17,485119,238 mi

Market: $9,205 – $18,363

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Glenolden, PA

2016 Honda Pilot Elite

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

2016 Honda Pilot Elite

Glenolden, PA

Fair PriceLimited · 18
$17,485100,380 mi

Market: $12,220 – $20,998

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 224 days listed (based on current market benchmarks)

Glenolden, PA

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Glenolden, PA

Unscored
$17,985148,269 mi

Comparison: 34 similar vehicles

Glenolden, PA

2021 Hyundai Sonata SEL

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

2021 Hyundai Sonata SEL

Glenolden, PA

Unscored
$17,99590,413 mi

Comparison: 9 similar vehicles

Glenolden, PA

2020 Kia Sportage S

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

2020 Kia Sportage S

Glenolden, PA

UnscoredInsufficient · 4
$17,99578,941 mi

Comparison: 4 similar vehicles

Glenolden, PA

2005 Ford F-250 Super Duty

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

2005 Ford F-250 Super Duty

Glenolden, PA

UnscoredInsufficient · 0
$18,085118,487 mi

Glenolden, PA

2017 Lincoln MKC Select

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

2017 Lincoln MKC Select

Glenolden, PA

Unscored
$18,38551,075 mi

Comparison: 7 similar vehicles

Glenolden, PA

2020 INFINITI QX60 PURE

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

2020 INFINITI QX60 PURE

Glenolden, PA

OverpricedLimited · 10
$18,99573,113 mi

Market: $12,943 – $17,995

Comparison: 10 similar vehicles

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

Glenolden, PA

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Glenolden, PA

Fair PriceModerate · 30
$19,08582,521 mi

Market: $10,900 – $21,998

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Glenolden, PA

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

Glenolden, PA

Unscored
$19,085135,058 mi

Comparison: 44 similar vehicles

Glenolden, PA

2015 Ford Transit Base

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

2015 Ford Transit Base

Glenolden, PA

OverpricedModerate · 23
$19,785119,706 mi

Market: $7,995 – $17,900

Comparison: 23 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Glenolden, PA

2018 Toyota RAV4 LE

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

2018 Toyota RAV4 LE

Glenolden, PA

Fair PriceModerate · 23
$19,885103,532 mi

Market: $13,995 – $21,183

Comparison: 23 similar vehicles

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

Glenolden, PA

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Glenolden, PA

Fair PriceModerate · 28
$19,985103,470 mi

Market: $11,900 – $24,390

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Glenolden, PA

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

Glenolden, PA

UnscoredInsufficient · 0
$20,18558,294 mi

Glenolden, PA

2020 Jeep Cherokee Altitude

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

2020 Jeep Cherokee Altitude

Glenolden, PA

UnscoredInsufficient · 0
$21,18534,490 mi

Glenolden, PA

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Glenolden, PA

Fair PriceRobust · 81
$22,18588,909 mi

Market: $12,495 – $24,590

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Glenolden, PA

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

Glenolden, PA

Fair PriceModerate · 38
$22,285107,163 mi

Market: $9,999 – $27,480

Comparison: 38 similar vehicles

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

Glenolden, PA

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

Glenolden, PA

Fair PriceModerate · 44
$22,38597,029 mi

Market: $7,995 – $27,990

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Glenolden, PA

2020 Chevrolet Blazer 2LT

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

2020 Chevrolet Blazer 2LT

Glenolden, PA

Unscored
$22,48565,404 mi

Comparison: 6 similar vehicles

Glenolden, PA

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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