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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

61 listings found

2015 INFINITI Q50 Premium

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

2015 INFINITI Q50 Premium

Bridgeport, PA

Fair PriceModerate · 43
$11,000104,212 mi

Market: $10,525 – $17,590

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Bridgeport, PA

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Bridgeport, PA

Unscored
$11,995144,573 mi

Comparison: 34 similar vehicles

Bridgeport, PA

2020 Honda Civic LX

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

2020 Honda Civic LX

Bridgeport, PA

Unscored
$12,500137,880 mi

Comparison: 9 similar vehicles

Bridgeport, PA

2020 Volkswagen Jetta SE

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

2020 Volkswagen Jetta SE

Bridgeport, PA

UnscoredInsufficient · 4
$12,50064,531 mi

Comparison: 4 similar vehicles

Bridgeport, PA

2019 Nissan Altima S

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

2019 Nissan Altima S

Bridgeport, PA

Fair PriceLimited · 13
$12,50069,000 mi

Market: $3,800 – $16,999

Comparison: 13 similar vehicles

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

Bridgeport, PA

2020 BMW X3 30i

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

2020 BMW X3 30i

Bridgeport, PA

Unscored
$13,495130,214 mi

Comparison: 21 similar vehicles

Bridgeport, PA

2019 Chrysler Pacifica Touring L

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

2019 Chrysler Pacifica Touring L

Bridgeport, PA

Fair PriceModerate · 34
$13,495105,586 mi

Market: $9,499 – $19,998

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Bridgeport, PA

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Bridgeport, PA

Fair PriceModerate · 20
$13,99568,987 mi

Market: $4,500 – $16,900

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Bridgeport, PA

2021 Jeep Compass Limited

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

2021 Jeep Compass Limited

Bridgeport, PA

Unscored
$13,99583,282 mi

Comparison: 5 similar vehicles

Bridgeport, PA

2019 Honda Civic Si

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

2019 Honda Civic Si

Bridgeport, PA

Unscored
$13,995153,045 mi

Comparison: 5 similar vehicles

Bridgeport, PA

2015 Lexus IS 250

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

2015 Lexus IS 250

Bridgeport, PA

Unscored
$13,995158,854 mi

Comparison: 27 similar vehicles

Bridgeport, PA

2022 Kia K5 GT-Line

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

2022 Kia K5 GT-Line

Bridgeport, PA

Unscored
$14,000117,028 mi

Comparison: 53 similar vehicles

Bridgeport, PA

2014 RAM 1500 Pickup SLT

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

2014 RAM 1500 Pickup SLT

Bridgeport, PA

Unscored
$14,495130,284 mi

Comparison: 26 similar vehicles

Bridgeport, PA

2023 Chevrolet Malibu 1LS

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

2023 Chevrolet Malibu 1LS

Bridgeport, PA

Great DealLimited · 13
$14,50057,770 mi

Market: $15,793 – $18,570

Comparison: 13 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 2 days listed (based on current market benchmarks)

Bridgeport, PA

2018 Honda Accord Sport

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

2018 Honda Accord Sport

Bridgeport, PA

Fair PriceModerate · 41
$14,500109,010 mi

Market: $13,500 – $25,999

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Bridgeport, PA

2017 BMW 5 Series 530i

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

2017 BMW 5 Series 530i

Bridgeport, PA

Unscored
$14,500109,530 mi

Comparison: 5 similar vehicles

Bridgeport, PA

2021 Chrysler Pacifica Touring L

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

2021 Chrysler Pacifica Touring L

Bridgeport, PA

Unscored
$14,995121,660 mi

Comparison: 16 similar vehicles

Bridgeport, PA

2021 Honda HR-V EX

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

2021 Honda HR-V EX

Bridgeport, PA

Unscored
$14,995103,775 mi

Comparison: 12 similar vehicles

Bridgeport, PA

2019 Acura ILX Premium

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

2019 Acura ILX Premium

Bridgeport, PA

Fair PriceModerate · 30
$14,99579,900 mi

Market: $12,995 – $23,727

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 137 days listed (based on current market benchmarks)

Bridgeport, PA

2019 BMW X3 30i

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

2019 BMW X3 30i

Bridgeport, PA

Fair PriceModerate · 38
$14,995116,735 mi

Market: $14,900 – $22,998

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Bridgeport, PA

2018 Jeep Grand Cherokee Limited

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

2018 Jeep Grand Cherokee Limited

Bridgeport, PA

Fair PriceRobust · 127
$14,99589,785 mi

Market: $10,499 – $20,239

Comparison: 127 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Bridgeport, PA

2017 Honda Pilot Touring

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

2017 Honda Pilot Touring

Bridgeport, PA

Unscored
$14,995123,419 mi

Comparison: 31 similar vehicles

Bridgeport, PA

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Bridgeport, PA

Unscored
$14,995164,836 mi

Comparison: 64 similar vehicles

Bridgeport, PA

2019 Honda Accord Sport

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

2019 Honda Accord Sport

Bridgeport, PA

Fair PriceRobust · 94
$15,495107,141 mi

Market: $13,995 – $23,690

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Bridgeport, PA

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Bridgeport, PA

Fair PriceModerate · 20
$15,49969,500 mi

Market: $4,500 – $16,900

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Bridgeport, PA

2020 Toyota Camry XSE

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

2020 Toyota Camry XSE

Bridgeport, PA

UnscoredInsufficient · 4
$15,995130,562 mi

Comparison: 4 similar vehicles

Bridgeport, PA

2021 Hyundai Sonata SE

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

2021 Hyundai Sonata SE

Bridgeport, PA

UnscoredInsufficient · 0
$16,99511,405 mi

Bridgeport, PA

2018 Ford Expedition Limited

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

2018 Ford Expedition Limited

Bridgeport, PA

UnscoredInsufficient · 4
$16,995121,961 mi

Comparison: 4 similar vehicles

Bridgeport, PA

2018 Honda CR-V EX-L

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

2018 Honda CR-V EX-L

Bridgeport, PA

Fair PriceRobust · 52
$17,500101,132 mi

Market: $13,995 – $23,471

Comparison: 52 similar vehicles

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

Bridgeport, PA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Bridgeport, PA

Fair PriceLimited · 14
$17,99549,064 mi

Market: $16,390 – $23,870

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Bridgeport, PA

2021 Toyota Camry SE

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

2021 Toyota Camry SE

Bridgeport, PA

Unscored
$17,995113,860 mi

Comparison: 6 similar vehicles

Bridgeport, PA

2019 Honda Accord Sport

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

2019 Honda Accord Sport

Bridgeport, PA

Fair PriceRobust · 94
$18,00094,048 mi

Market: $13,995 – $23,690

Comparison: 94 similar vehicles

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

Bridgeport, PA

2023 Hyundai Santa Fe SEL

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

2023 Hyundai Santa Fe SEL

Bridgeport, PA

Unscored
$18,99573,256 mi

Comparison: 8 similar vehicles

Bridgeport, PA

2020 Honda Accord Sport

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

2020 Honda Accord Sport

Bridgeport, PA

Fair PriceLimited · 11
$18,99586,630 mi

Market: $15,999 – $24,990

Comparison: 11 similar vehicles

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

Bridgeport, PA

2015 RAM 1500 Pickup Rebel

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

2015 RAM 1500 Pickup Rebel

Bridgeport, PA

UnscoredInsufficient · 0
$18,995104,142 mi

Bridgeport, PA

2019 Honda Accord Sport

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

2019 Honda Accord Sport

Bridgeport, PA

Fair PriceRobust · 94
$19,00084,654 mi

Market: $13,995 – $23,690

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 192 days listed (based on current market benchmarks)

Bridgeport, PA

2023 Chevrolet Silverado 1500 Custom

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

2023 Chevrolet Silverado 1500 Custom

Bridgeport, PA

Great DealLimited · 10
$19,99598,323 mi

Market: $24,995 – $35,998

Comparison: 10 similar vehicles

Competitively priced ~20% below the typical range compared to similar vehicles · 5 days listed (based on current market benchmarks)

Bridgeport, PA

2022 Honda Accord Sport

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

2022 Honda Accord Sport

Bridgeport, PA

Unscored
$19,99541,896 mi

Comparison: 14 similar vehicles

Bridgeport, PA

2022 Honda Civic Sport

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

2022 Honda Civic Sport

Bridgeport, PA

Fair PriceModerate · 29
$19,99558,507 mi

Market: $19,985 – $24,000

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Bridgeport, PA

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Bridgeport, PA

Fair PriceRobust · 202
$19,99580,271 mi

Market: $12,495 – $24,590

Comparison: 202 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Bridgeport, PA

2023 Kia K5 GT-Line

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

2023 Kia K5 GT-Line

Bridgeport, PA

Great DealLimited · 16
$21,49535,781 mi

Market: $22,500 – $26,090

Comparison: 16 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 60 days listed (based on current market benchmarks)

Bridgeport, PA

2024 Toyota Camry XSE

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

2024 Toyota Camry XSE

Bridgeport, PA

UnscoredInsufficient · 4
$21,99546,831 mi

Comparison: 4 similar vehicles

Bridgeport, PA

2023 Honda HR-V EX-L

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

2023 Honda HR-V EX-L

Bridgeport, PA

Fair PriceModerate · 39
$21,999118,758 mi

Market: $20,488 – $24,987

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Bridgeport, PA

2026 Kia K5 LXS

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

2026 Kia K5 LXS

Bridgeport, PA

UnscoredInsufficient · 0
$22,99525,061 mi

Bridgeport, PA

2022 Jeep Grand Cherokee 4xe

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

2022 Jeep Grand Cherokee 4xe

Bridgeport, PA

Unscored
$22,99575,167 mi

Comparison: 9 similar vehicles

Bridgeport, PA

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Bridgeport, PA

Fair PriceRobust · 208
$22,99578,328 mi

Market: $18,250 – $33,236

Comparison: 208 similar vehicles

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

Bridgeport, PA

2025 Honda Civic Sport

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

2025 Honda Civic Sport

Bridgeport, PA

Great DealRobust · 63
$23,99514,599 mi

Market: $25,985 – $29,310

Comparison: 63 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 184 days listed (based on current market benchmarks)

Bridgeport, PA

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Bridgeport, PA

Fair PriceRobust · 180
$23,995100,933 mi

Market: $16,950 – $32,390

Comparison: 180 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Bridgeport, PA

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Bridgeport, PA

Fair PriceRobust · 191
$23,99588,020 mi

Market: $6,500 – $31,480

Comparison: 191 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Bridgeport, PA

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Bridgeport, PA

Unscored
$24,00037,757 mi

Comparison: 5 similar vehicles

Bridgeport, PA

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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