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

81 listings found

2003 Chevrolet Monte Carlo SS

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

2003 Chevrolet Monte Carlo SS

Beaumont, TX

UnscoredInsufficient · 4
$7,950Mileage not verified

Comparison: 4 similar vehicles

Beaumont, TX

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Beaumont, TX

UnscoredLimited · 6
$8,995160,004 mi

Comparison: 6 similar vehicles

Beaumont, TX

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Lumberton, TX

UnscoredLimited · 18
$12,995145,517 mi

Comparison: 18 similar vehicles

Lumberton, TX

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Port Arthur, TX

UnscoredLimited · 9
$13,999108,253 mi

Comparison: 9 similar vehicles

Port Arthur, TX

2018 Audi A5 Coupe Prestige

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

2018 Audi A5 Coupe Prestige

Nederland, TX

UnscoredInsufficient · 0
$17,21984,519 mi

Nederland, TX

2020 Honda Civic Sport

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

2020 Honda Civic Sport

Beaumont, TX

UnscoredInsufficient · 4
$18,92582,737 mi

Comparison: 4 similar vehicles

Beaumont, TX

2020 Chevrolet Camaro 1LT

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

2020 Chevrolet Camaro 1LT

Port Arthur, TX

Fair PriceLimited · 11
$19,120103,193 mi

Market: $14,999 – $23,998

Comparison: 11 similar vehicles

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

Port Arthur, TX

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Silsbee, TX

Fair PriceModerate · 23
$20,22462,971 mi

Market: $10,495 – $23,648

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Silsbee, TX

2018 Dodge Challenger R/T Plus

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

2018 Dodge Challenger R/T Plus

Orange, TX

UnscoredInsufficient · 3
$20,500114,151 mi

Comparison: 3 similar vehicles

Orange, TX

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Beaumont, TX

Fair PriceModerate · 36
$22,02476,656 mi

Market: $15,997 – $26,995

Comparison: 36 similar vehicles

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

Beaumont, TX

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Port Arthur, TX

UnscoredLimited · 7
$23,14175,780 mi

Comparison: 7 similar vehicles

Port Arthur, TX

2022 Mercedes-Benz C-Class Coupe C 300

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

2022 Mercedes-Benz C-Class Coupe C 300

Orange, TX

UnscoredInsufficient · 0
$23,72490,176 mi

Orange, TX

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Beaumont, TX

UnscoredInsufficient · 0
$23,99955,652 mi

Beaumont, TX

2018 Audi TT Coupe Base

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

2018 Audi TT Coupe Base

Beaumont, TX

UnscoredInsufficient · 0
$24,91359,259 mi

Beaumont, TX

2023 Toyota GR86 Base

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

2023 Toyota GR86 Base

Beaumont, TX

UnscoredInsufficient · 0
$27,61852,283 mi

Beaumont, TX

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

Beaumont, TX

Fair PriceModerate · 24
$27,77450,506 mi

Market: $24,000 – $34,340

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Beaumont, TX

No Photo

2012 Chevrolet Camaro 2SS

Orange, TX

UnscoredInsufficient · 0
$27,81337,277 mi

Orange, TX

2024 Mazda MX-5 Miata RF Grand Touring

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

2024 Mazda MX-5 Miata RF Grand Touring

Liberty, TX

UnscoredInsufficient · 0
$28,70240,886 mi

Liberty, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Port Arthur, TX

Fair PriceLimited · 17
$29,458Mileage not verified

Market: $28,540 – $39,991

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Port Arthur, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Port Arthur, TX

Fair PriceLimited · 17
$29,458Mileage not verified

Market: $28,540 – $39,991

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Port Arthur, TX

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

Beaumont, TX

Fair PriceModerate · 26
$29,80458,303 mi

Market: $28,897 – $47,230

Comparison: 26 similar vehicles

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

Beaumont, TX

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Orange, TX

UnscoredInsufficient · 3
$29,99514,454 mi

Comparison: 3 similar vehicles

Orange, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Port Arthur, TX

UnscoredLimited · 5
$30,2204,946 mi

Comparison: 5 similar vehicles

Port Arthur, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Port Arthur, TX

Fair PriceLimited · 17
$30,260Mileage not verified

Market: $28,540 – $39,991

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Port Arthur, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Orange, TX

Fair PriceLimited · 16
$30,684Mileage not verified

Market: $28,540 – $39,991

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Orange, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Orange, TX

Fair PriceLimited · 16
$31,127Mileage not verified

Market: $28,540 – $39,991

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Orange, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Nederland, TX

UnscoredLimited · 6
$32,021Mileage not verified

Comparison: 6 similar vehicles

Nederland, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Nederland, TX

UnscoredLimited · 6
$32,371Mileage not verified

Comparison: 6 similar vehicles

Nederland, TX

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

Beaumont, TX

Fair PriceLimited · 16
$32,400Mileage not verified

Market: $30,740 – $42,575

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Beaumont, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Orange, TX

Fair PriceLimited · 17
$32,490Mileage not verified

Market: $28,540 – $39,991

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Orange, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Orange, TX

Fair PriceLimited · 17
$32,985Mileage not verified

Market: $28,540 – $39,991

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Orange, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Port Arthur, TX

Fair PriceLimited · 17
$33,262Mileage not verified

Market: $28,540 – $39,991

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Port Arthur, TX

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

Port Arthur, TX

Fair PriceLimited · 13
$33,275Mileage not verified

Market: $30,740 – $42,575

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Port Arthur, TX

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

Kirbyville, TX

Fair PriceModerate · 29
$33,99545,737 mi

Market: $31,725 – $47,916

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Kirbyville, TX

2016 Ford Mustang GT

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

2016 Ford Mustang GT

Silsbee, TX

UnscoredInsufficient · 0
$33,99521,618 mi

Silsbee, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Nederland, TX

UnscoredLimited · 6
$34,871Mileage not verified

Comparison: 6 similar vehicles

Nederland, TX

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Beaumont, TX

UnscoredLimited · 9
$35,26414,169 mi

Comparison: 9 similar vehicles

Beaumont, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Nederland, TX

UnscoredLimited · 6
$37,261Mileage not verified

Comparison: 6 similar vehicles

Nederland, TX

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

Silsbee, TX

Fair PriceLimited · 10
$37,46732,590 mi

Market: $27,013 – $38,204

Comparison: 10 similar vehicles

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

Silsbee, TX

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

Nederland, TX

Fair PriceLimited · 13
$37,521Mileage not verified

Market: $30,740 – $42,575

Comparison: 13 similar vehicles

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

Nederland, TX

2025 Ford Mustang EcoBoost

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

2025 Ford Mustang EcoBoost

Silsbee, TX

UnscoredInsufficient · 4
$38,140Mileage not verified

Comparison: 4 similar vehicles

Silsbee, TX

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

Nederland, TX

UnscoredInsufficient · 3
$38,421Mileage not verified

Comparison: 3 similar vehicles

Nederland, TX

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

Beaumont, TX

Fair PriceModerate · 20
$39,12026,323 mi

Market: $31,998 – $49,531

Comparison: 20 similar vehicles

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

Beaumont, TX

2018 Audi RS 5 Base

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

2018 Audi RS 5 Base

Beaumont, TX

UnscoredInsufficient · 0
$39,64747,342 mi

Beaumont, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Nederland, TX

OverpricedLimited · 17
$39,991Mileage not verified

Market: $28,540 – $36,801

Comparison: 17 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Nederland, TX

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

Nederland, TX

Fair PriceLimited · 13
$41,091Mileage not verified

Market: $30,740 – $42,575

Comparison: 13 similar vehicles

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

Nederland, TX

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

Silsbee, TX

OverpricedLimited · 13
$42,575Mileage not verified

Market: $30,740 – $41,091

Comparison: 13 similar vehicles

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

Silsbee, TX

2024 Ford Mustang GT

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

2024 Ford Mustang GT

Port Arthur, TX

UnscoredInsufficient · 3
$44,22010,051 mi

Comparison: 3 similar vehicles

Port Arthur, TX

2024 Ford Mustang GT Premium

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

2024 Ford Mustang GT Premium

Orange, TX

Fair PriceLimited · 15
$44,27132,958 mi

Market: $35,999 – $48,495

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Orange, TX

2025 Mercedes-Benz CLE 300

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

2025 Mercedes-Benz CLE 300

Beaumont, TX

UnscoredInsufficient · 0
$44,31426,407 mi

Beaumont, TX

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.