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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 22, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

93 listings found

1999 Toyota Camry Solara SLE

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

1999 Toyota Camry Solara SLE

Binghamton, NY

UnscoredInsufficient · 0
$5,995155,882 mi

Binghamton, NY

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Oneonta, NY

UnscoredInsufficient · 4
$7,99965,117 mi

Comparison: 4 similar vehicles

Oneonta, NY

2014 Honda Civic LX

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

2014 Honda Civic LX

Endicott, NY

UnscoredRobust · 85
$8,995153,000 mi

Comparison: 85 similar vehicles

Endicott, NY

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Endicott, NY

UnscoredLimited · 18
$9,995147,736 mi

Comparison: 18 similar vehicles

Endicott, NY

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Cortland, NY

UnscoredLimited · 16
$9,995141,862 mi

Comparison: 16 similar vehicles

Cortland, NY

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

Binghamton, NY

Fair PriceModerate · 29
$10,99591,648 mi

Market: $5,654 – $17,990

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Binghamton, NY

2013 Cadillac CTS Coupe Premium Collection

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

2013 Cadillac CTS Coupe Premium Collection

Vestal, NY

UnscoredInsufficient · 0
$11,995Mileage not verified

Vestal, NY

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Binghamton, NY

UnscoredLimited · 8
$12,995135,239 mi

Comparison: 8 similar vehicles

Binghamton, NY

2012 Audi TT Premium Plus

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

2012 Audi TT Premium Plus

Lansing, NY

UnscoredInsufficient · 0
$13,42061,150 mi

Lansing, NY

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Rome, NY

UnscoredInsufficient · 0
$13,800113,201 mi

Rome, NY

2016 Honda Civic LX-P

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

2016 Honda Civic LX-P

Yorkville, NY

OverpricedModerate · 29
$14,80068,537 mi

Market: $12,490 – $13,090

Comparison: 29 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Yorkville, NY

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Binghamton, NY

Fair PriceLimited · 11
$15,995107,651 mi

Market: $2,750 – $18,500

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Binghamton, NY

2017 Ford Mustang EcoBoost Premium

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

2017 Ford Mustang EcoBoost Premium

Binghamton, NY

Fair PriceModerate · 33
$15,99579,933 mi

Market: $12,245 – $20,990

Comparison: 33 similar vehicles

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

Binghamton, NY

2017 Dodge Challenger GT

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

2017 Dodge Challenger GT

Johnson City, NY

UnscoredLimited · 5
$16,950143,472 mi

Comparison: 5 similar vehicles

Johnson City, NY

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Utica, NY

UnscoredLimited · 8
$19,82059,506 mi

Comparison: 8 similar vehicles

Utica, NY

2019 Audi A5 Coupe Premium

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

2019 Audi A5 Coupe Premium

New York Mills, NY

UnscoredInsufficient · 0
$22,77441,724 mi

New York Mills, NY

2012 Dodge Challenger SRT8

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

2012 Dodge Challenger SRT8

Hamilton, NY

UnscoredInsufficient · 0
$23,56547,819 mi

Hamilton, NY

2018 Audi S5 Coupe Premium Plus

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

2018 Audi S5 Coupe Premium Plus

Vestal, NY

UnscoredLimited · 5
$24,49573,099 mi

Comparison: 5 similar vehicles

Vestal, NY

2023 Dodge Challenger GT

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

2023 Dodge Challenger GT

Binghamton, NY

UnscoredInsufficient · 0
$25,95073,393 mi

Binghamton, NY

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Ithaca, NY

UnscoredInsufficient · 4
$26,2258,962 mi

Comparison: 4 similar vehicles

Ithaca, NY

2013 BMW 6 Series M6

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

2013 BMW 6 Series M6

Apalachin, NY

UnscoredInsufficient · 0
$26,50070,000 mi

Apalachin, NY

2024 Subaru BRZ Limited

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

2024 Subaru BRZ Limited

Vestal, NY

UnscoredInsufficient · 0
$28,41818,187 mi

Vestal, NY

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Norwich, NY

UnscoredInsufficient · 4
$28,67562,989 mi

Comparison: 4 similar vehicles

Norwich, NY

2020 BMW 2 Series M240i

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

2020 BMW 2 Series M240i

Yorkville, NY

UnscoredInsufficient · 0
$30,17477,736 mi

Yorkville, NY

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Richfield Springs, NY

UnscoredLimited · 5
$30,67516,849 mi

Comparison: 5 similar vehicles

Richfield Springs, NY

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Yorkville, NY

UnscoredInsufficient · 3
$32,135Mileage not verified

Comparison: 3 similar vehicles

Yorkville, NY

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Fayetteville, NY

UnscoredInsufficient · 4
$32,850Mileage not verified

Comparison: 4 similar vehicles

Fayetteville, NY

2017 Dodge Challenger T/A

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

2017 Dodge Challenger T/A

Oneonta, NY

UnscoredInsufficient · 0
$34,19112,013 mi

Oneonta, NY

2016 Chevrolet Camaro 2SS

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

2016 Chevrolet Camaro 2SS

Yorkville, NY

UnscoredInsufficient · 0
$34,77437,745 mi

Yorkville, NY

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Vestal, NY

Great DealLimited · 10
$34,786Mileage not verified

Market: $40,000 – $50,720

Comparison: 10 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 394 days listed (based on current market benchmarks)

Vestal, NY

2018 Ford Mustang GT

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

2018 Ford Mustang GT

Yorkville, NY

UnscoredInsufficient · 0
$34,99512,779 mi

Yorkville, NY

2024 Ford Mustang EcoBoost Premium

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

2024 Ford Mustang EcoBoost Premium

Greene, NY

Fair PriceModerate · 38
$35,17010,592 mi

Market: $31,489 – $35,998

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 189 days listed (based on current market benchmarks)

Greene, NY

2023 Audi A5 Coupe Premium Plus

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

2023 Audi A5 Coupe Premium Plus

Yorkville, NY

UnscoredInsufficient · 0
$35,49523,340 mi

Yorkville, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Endicott, NY

UnscoredLimited · 6
$36,084Mileage not verified

Comparison: 6 similar vehicles

Endicott, NY

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Yorkville, NY

Fair PriceRobust · 51
$36,450Mileage not verified

Market: $35,590 – $44,402

Comparison: 51 similar vehicles

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

Yorkville, NY

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Hamilton, NY

Great DealModerate · 37
$36,504Mileage not verified

Market: $40,046 – $52,495

Comparison: 37 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 377 days listed (based on current market benchmarks)

Hamilton, NY

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Vestal, NY

Fair PriceRobust · 121
$36,970Mileage not verified

Market: $29,855 – $45,970

Comparison: 121 similar vehicles

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

Vestal, NY

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Vestal, NY

Fair PriceRobust · 526
$37,970Mileage not verified

Market: $28,579 – $46,295

Comparison: 526 similar vehicles

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

Vestal, NY

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Cortland, NY

UnscoredLimited · 5
$38,607Mileage not verified

Comparison: 5 similar vehicles

Cortland, NY

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

East Syracuse, NY

Fair PriceLimited · 13
$39,467Mileage not verified

Market: $37,368 – $41,856

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

East Syracuse, NY

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Binghamton, NY

Fair PriceRobust · 176
$39,9501,434 mi

Market: $32,989 – $57,698

Comparison: 176 similar vehicles

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

Binghamton, NY

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Ithaca, NY

Fair PriceLimited · 10
$40,000Mileage not verified

Market: $34,786 – $50,720

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Ithaca, NY

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Hamilton, NY

Fair PriceModerate · 37
$40,046Mileage not verified

Market: $36,504 – $52,495

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 393 days listed (based on current market benchmarks)

Hamilton, NY

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Vestal, NY

UnscoredLimited · 6
$41,642Mileage not verified

Comparison: 6 similar vehicles

Vestal, NY

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Oneida, NY

Fair PriceModerate · 36
$41,692Mileage not verified

Market: $36,504 – $52,495

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Oneida, NY

2004 Chevrolet Corvette Z06

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

2004 Chevrolet Corvette Z06

Oneonta, NY

UnscoredInsufficient · 0
$41,99521,521 mi

Oneonta, NY

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Hamilton, NY

Fair PriceModerate · 37
$42,283Mileage not verified

Market: $36,504 – $52,495

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 377 days listed (based on current market benchmarks)

Hamilton, NY

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Ithaca, NY

UnscoredLimited · 6
$43,174Mileage not verified

Comparison: 6 similar vehicles

Ithaca, NY

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Yorkville, NY

Fair PriceModerate · 37
$43,255Mileage not verified

Market: $36,504 – $52,495

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Yorkville, NY

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Yorkville, NY

Fair PriceModerate · 37
$43,265Mileage not verified

Market: $36,504 – $52,495

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Yorkville, NY

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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