Skip to main content
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 21, 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

137 listings found

2006 Chevrolet Monte Carlo LT

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

2006 Chevrolet Monte Carlo LT

Grand Rapids, MI

UnscoredInsufficient · 0
$4,295160,697 mi

Grand Rapids, MI

2008 Ford Mustang Premium

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

2008 Ford Mustang Premium

Howard City, MI

UnscoredInsufficient · 0
$4,995139,261 mi

Howard City, MI

2010 Honda Accord LX-S

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

2010 Honda Accord LX-S

Cadillac, MI

UnscoredInsufficient · 0
$6,489112,363 mi

Cadillac, MI

2007 Mercedes-Benz CLK-Class CLK350

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

2007 Mercedes-Benz CLK-Class CLK350

Norton Shores, MI

UnscoredInsufficient · 0
$8,50094,171 mi

Norton Shores, MI

2013 Honda Civic EX

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

2013 Honda Civic EX

Comstock Park, MI

UnscoredLimited · 17
$9,975142,682 mi

Comparison: 17 similar vehicles

Comstock Park, MI

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Greenville, MI

Fair PriceLimited · 17
$9,99591,906 mi

Market: $7,200 – $18,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Greenville, MI

2013 Scion FR-S Base

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

2013 Scion FR-S Base

Muskegon, MI

UnscoredLimited · 5
$10,130147,205 mi

Comparison: 5 similar vehicles

Muskegon, MI

2015 Cadillac ATS Coupe Performance Collection

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

2015 Cadillac ATS Coupe Performance Collection

Muskegon, MI

UnscoredInsufficient · 0
$10,986158,057 mi

Muskegon, MI

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Grand Rapids, MI

Fair PriceLimited · 18
$12,00095,900 mi

Market: $8,980 – $20,275

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Grand Rapids, MI

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

St. Louis, MI

UnscoredInsufficient · 3
$12,165117,114 mi

Comparison: 3 similar vehicles

St. Louis, MI

2016 Audi A5 Coupe Premium Plus

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

2016 Audi A5 Coupe Premium Plus

Grand Rapids, MI

UnscoredInsufficient · 0
$12,995109,758 mi

Grand Rapids, MI

2014 Ford Mustang V6

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

2014 Ford Mustang V6

St. Louis, MI

Fair PriceLimited · 13
$14,16575,048 mi

Market: $5,565 – $14,995

Comparison: 13 similar vehicles

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

St. Louis, MI

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

St. Louis, MI

Fair PriceLimited · 16
$14,16583,861 mi

Market: $8,980 – $20,275

Comparison: 16 similar vehicles

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

St. Louis, MI

2017 Toyota 86 Base

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

2017 Toyota 86 Base

Kentwood, MI

UnscoredInsufficient · 0
$16,50097,918 mi

Kentwood, MI

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Grand Rapids, MI

UnscoredLimited · 8
$17,214108,648 mi

Comparison: 8 similar vehicles

Grand Rapids, MI

2015 Lexus RC 350

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

2015 Lexus RC 350

Muskegon, MI

UnscoredLimited · 17
$17,810154,624 mi

Comparison: 17 similar vehicles

Muskegon, MI

2016 Audi TT Coupe Base

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

2016 Audi TT Coupe Base

Grand Rapids, MI

UnscoredInsufficient · 3
$18,56191,277 mi

Comparison: 3 similar vehicles

Grand Rapids, MI

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Lowell, MI

UnscoredInsufficient · 0
$18,60155,395 mi

Lowell, MI

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

Wyoming, MI

Fair PriceLimited · 17
$18,990100,139 mi

Market: $9,636 – $32,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Wyoming, MI

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Wyoming, MI

OverpricedModerate · 25
$18,99094,361 mi

Market: $10,837 – $17,998

Comparison: 25 similar vehicles

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

Wyoming, MI

2015 Ford Mustang EcoBoost Premium

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

2015 Ford Mustang EcoBoost Premium

Wyoming, MI

Fair PriceModerate · 26
$18,990106,761 mi

Market: $11,999 – $18,990

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Wyoming, MI

2004 Maserati Coupe Base

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

2004 Maserati Coupe Base

Grand Rapids, MI

UnscoredInsufficient · 0
$19,90023,590 mi

Grand Rapids, MI

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Wyoming, MI

Fair PriceModerate · 20
$19,990108,777 mi

Market: $14,999 – $19,998

Comparison: 20 similar vehicles

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

Wyoming, MI

2016 Ford Mustang V6

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

2016 Ford Mustang V6

Wyoming, MI

Fair PriceLimited · 16
$19,99081,834 mi

Market: $8,995 – $19,990

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Wyoming, MI

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Wyoming, MI

UnscoredInsufficient · 3
$19,99094,752 mi

Comparison: 3 similar vehicles

Wyoming, MI

2015 Ford Mustang V6

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

2015 Ford Mustang V6

Wyoming, MI

OverpricedLimited · 15
$19,99079,175 mi

Market: $9,900 – $16,990

Comparison: 15 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Wyoming, MI

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Wyoming, MI

UnscoredLimited · 7
$19,99053,111 mi

Comparison: 7 similar vehicles

Wyoming, MI

2015 Cadillac ATS Coupe Luxury Collection

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

2015 Cadillac ATS Coupe Luxury Collection

Kentwood, MI

UnscoredInsufficient · 4
$19,99876,663 mi

Comparison: 4 similar vehicles

Kentwood, MI

2020 Dodge Challenger GT

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

2020 Dodge Challenger GT

Grand Rapids, MI

Fair PriceLimited · 16
$20,21473,209 mi

Market: $17,427 – $23,412

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Grand Rapids, MI

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Wyoming, MI

OverpricedModerate · 26
$20,490100,238 mi

Market: $12,492 – $14,813

Comparison: 26 similar vehicles

Priced ~38% above the typical market range for similar vehicles (based on current market benchmarks)

Wyoming, MI

2019 Chevrolet Camaro 2LT

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

2019 Chevrolet Camaro 2LT

Wyoming, MI

UnscoredInsufficient · 0
$20,990105,312 mi

Wyoming, MI

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Lowell, MI

Fair PriceLimited · 13
$22,42752,199 mi

Market: $20,995 – $28,760

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Lowell, MI

2011 Chevrolet Corvette Base

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

2011 Chevrolet Corvette Base

Cadillac, MI

UnscoredInsufficient · 0
$22,99539,156 mi

Cadillac, MI

2002 Chevrolet Corvette Base

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

2002 Chevrolet Corvette Base

Cadillac, MI

OverpricedLimited · 14
$22,99598,000 mi

Market: $11,500 – $18,200

Comparison: 14 similar vehicles

Priced ~26% above the typical market range for similar vehicles (based on current market benchmarks)

Cadillac, MI

2018 Honda Civic Si

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

2018 Honda Civic Si

Fremont, MI

UnscoredInsufficient · 0
$23,50055,931 mi

Fremont, MI

2010 Ford Mustang GT

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

2010 Ford Mustang GT

Grand Rapids, MI

UnscoredInsufficient · 4
$25,90062,368 mi

Comparison: 4 similar vehicles

Grand Rapids, MI

2023 Chevrolet Camaro 1LT

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

2023 Chevrolet Camaro 1LT

Lowell, MI

UnscoredInsufficient · 3
$26,14936,840 mi

Comparison: 3 similar vehicles

Lowell, MI

2021 Ford Mustang GT

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

2021 Ford Mustang GT

Muskegon, MI

UnscoredLimited · 6
$28,04445,975 mi

Comparison: 6 similar vehicles

Muskegon, MI

2021 Dodge Challenger R/T

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

2021 Dodge Challenger R/T

Montague, MI

Fair PriceModerate · 35
$28,46170,633 mi

Market: $19,980 – $88,866

Comparison: 35 similar vehicles

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

Montague, MI

2020 Audi S5 Coupe Premium Plus

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

2020 Audi S5 Coupe Premium Plus

Grand Rapids, MI

UnscoredInsufficient · 0
$28,80071,914 mi

Grand Rapids, MI

2022 BMW M4 Coupe Base

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

2022 BMW M4 Coupe Base

Cedar Springs, MI

UnscoredLimited · 6
$29,60026,871 mi

Comparison: 6 similar vehicles

Cedar Springs, MI

2013 Ford Mustang Boss 302

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

2013 Ford Mustang Boss 302

Lake City, MI

UnscoredInsufficient · 0
$29,75753,089 mi

Lake City, MI

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Lowell, MI

UnscoredInsufficient · 4
$29,99815,521 mi

Comparison: 4 similar vehicles

Lowell, MI

1997 Mitsubishi Eclipse GSX

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

1997 Mitsubishi Eclipse GSX

Grand Rapids, MI

UnscoredInsufficient · 0
$30,21467,640 mi

Grand Rapids, MI

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Kentwood, MI

UnscoredInsufficient · 0
$30,99846,265 mi

Kentwood, MI

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Grandville, MI

UnscoredLimited · 6
$31,810Mileage not verified

Comparison: 6 similar vehicles

Grandville, MI

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Grand Rapids, MI

UnscoredLimited · 7
$34,9003,694 mi

Comparison: 7 similar vehicles

Grand Rapids, MI

2015 Ford Mustang GT Premium

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

2015 Ford Mustang GT Premium

Kentwood, MI

UnscoredInsufficient · 4
$34,99817,998 mi

Comparison: 4 similar vehicles

Kentwood, MI

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Grand Rapids, MI

Fair PriceLimited · 17
$35,069Mileage not verified

Market: $31,400 – $40,840

Comparison: 17 similar vehicles

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

Grand Rapids, MI

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Mount Pleasant, MI

UnscoredInsufficient · 3
$35,353Mileage not verified

Comparison: 3 similar vehicles

Mount Pleasant, MI

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.