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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 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

217 listings found

2002 Honda Civic EX

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

2002 Honda Civic EX

Conroe, TX

UnscoredInsufficient · 0
$4,995161,460 mi

Conroe, TX

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Bryan, TX

UnscoredLimited · 5
$7,900105,796 mi

Comparison: 5 similar vehicles

Bryan, TX

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Conroe, TX

UnscoredInsufficient · 3
$10,988187,940 mi

Comparison: 3 similar vehicles

Conroe, TX

2013 Cadillac CTS Coupe Base

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

2013 Cadillac CTS Coupe Base

Huntsville, TX

UnscoredInsufficient · 4
$10,995157,248 mi

Comparison: 4 similar vehicles

Huntsville, TX

2012 Chevrolet Camaro 1LS

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

2012 Chevrolet Camaro 1LS

Conroe, TX

UnscoredInsufficient · 0
$10,99599,937 mi

Conroe, TX

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Huntsville, TX

UnscoredInsufficient · 0
$10,995114,467 mi

Huntsville, TX

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Willis, TX

UnscoredInsufficient · 3
$12,900129,038 mi

Comparison: 3 similar vehicles

Willis, TX

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Conroe, TX

UnscoredLimited · 6
$12,995127,837 mi

Comparison: 6 similar vehicles

Conroe, TX

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

Conroe, TX

UnscoredInsufficient · 4
$13,912119,903 mi

Comparison: 4 similar vehicles

Conroe, TX

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Willis, TX

Fair PriceModerate · 27
$15,900101,103 mi

Market: $8,725 – $21,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Willis, TX

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Conroe, TX

UnscoredInsufficient · 3
$15,99197,369 mi

Comparison: 3 similar vehicles

Conroe, TX

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Cleveland, TX

UnscoredLimited · 6
$16,995135,257 mi

Comparison: 6 similar vehicles

Cleveland, TX

2011 Ford Mustang GT Premium

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

2011 Ford Mustang GT Premium

Conroe, TX

UnscoredInsufficient · 0
$17,28095,987 mi

Conroe, TX

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

Conroe, TX

Fair PriceModerate · 21
$17,99191,475 mi

Market: $11,798 – $19,995

Comparison: 21 similar vehicles

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

Conroe, TX

2016 Ford Mustang GT

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

2016 Ford Mustang GT

Conroe, TX

Salvage title
$17,995112,114 mi

Conroe, TX

No Photo

2014 Mercedes-Benz C-Class C250 Sport

Conroe, TX

UnscoredLimited · 9
$17,995123,534 mi

Comparison: 9 similar vehicles

Conroe, TX

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Navasota, TX

Fair PriceModerate · 38
$18,35991,840 mi

Market: $7,900 – $26,995

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Navasota, TX

No Photo

2022 Dodge Challenger GT

Magnolia, TX

Great DealLimited · 18
$18,49984,987 mi

Market: $19,220 – $27,795

Comparison: 18 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 12 days listed (based on current market benchmarks)

Magnolia, TX

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Conroe, TX

Fair PriceLimited · 12
$18,92478,679 mi

Market: $16,995 – $21,725

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Conroe, TX

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Conroe, TX

UnscoredInsufficient · 3
$19,900102,324 mi

Comparison: 3 similar vehicles

Conroe, TX

2016 Honda Accord LX-S

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

2016 Honda Accord LX-S

College Station, TX

UnscoredInsufficient · 0
$19,99858,265 mi

College Station, TX

2010 Ford Mustang GT Premium

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

2010 Ford Mustang GT Premium

Cleveland, TX

UnscoredInsufficient · 0
$20,22560,100 mi

Cleveland, TX

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Navasota, TX

Fair PriceModerate · 41
$20,89075,000 mi

Market: $15,599 – $27,795

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 181 days listed (based on current market benchmarks)

Navasota, 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

Conroe, TX

Salvage title
$22,50057,428 mi

Conroe, TX

2022 Dodge Challenger SXT

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

2022 Dodge Challenger SXT

Conroe, TX

Fair PriceLimited · 16
$22,71170,145 mi

Market: $17,995 – $25,340

Comparison: 16 similar vehicles

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

Conroe, TX

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Conroe, TX

UnscoredInsufficient · 0
$22,90088,538 mi

Conroe, TX

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Conroe, TX

Fair PriceLimited · 14
$24,000Mileage not verified

Market: $5,950 – $24,145

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 357 days listed (based on current market benchmarks)

Conroe, TX

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

College Station, TX

Fair PriceLimited · 12
$25,22342,338 mi

Market: $14,900 – $31,170

Comparison: 12 similar vehicles

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

College Station, TX

2017 Ford Mustang GT Premium

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

2017 Ford Mustang GT Premium

Bryan, TX

Fair PriceModerate · 39
$25,23684,184 mi

Market: $19,991 – $40,216

Comparison: 39 similar vehicles

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

Bryan, TX

2022 Dodge Challenger R/T

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

2022 Dodge Challenger R/T

Conroe, TX

Fair PriceLimited · 14
$25,77759,332 mi

Market: $25,475 – $42,207

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Conroe, TX

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Conroe, TX

Fair PriceLimited · 15
$26,98257,946 mi

Market: $21,999 – $29,340

Comparison: 15 similar vehicles

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

Conroe, TX

2019 Dodge Challenger R/T Plus

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

2019 Dodge Challenger R/T Plus

College Station, TX

UnscoredInsufficient · 3
$27,99875,095 mi

Comparison: 3 similar vehicles

College Station, TX

2023 Dodge Challenger GT

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

2023 Dodge Challenger GT

Navasota, TX

Fair PriceLimited · 14
$28,29136,265 mi

Market: $24,100 – $31,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Navasota, TX

2023 Chevrolet Camaro 1LT

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

2023 Chevrolet Camaro 1LT

Conroe, TX

Fair PriceModerate · 34
$28,44640,484 mi

Market: $24,981 – $29,998

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Conroe, TX

2013 Nissan 370Z Coupe Touring

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

2013 Nissan 370Z Coupe Touring

Conroe, TX

UnscoredInsufficient · 0
$29,2178,582 mi

Conroe, TX

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Huntsville, TX

Fair PriceModerate · 37
$29,32522,321 mi

Market: $29,500 – $38,884

Comparison: 37 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 73 days listed (based on current market benchmarks)

Huntsville, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Conroe, TX

Fair PriceRobust · 95
$29,525Mileage not verified

Market: $27,858 – $44,397

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Conroe, 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

Navasota, TX

Fair PriceModerate · 29
$29,9915,269 mi

Market: $27,999 – $34,999

Comparison: 29 similar vehicles

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

Navasota, TX

2022 Mazda MX-5 Miata RF Grand Touring

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

2022 Mazda MX-5 Miata RF Grand Touring

College Station, TX

Fair PriceModerate · 21
$29,99811,347 mi

Market: $28,811 – $30,522

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

College Station, TX

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Madisonville, TX

UnscoredInsufficient · 0
$30,22210,418 mi

Madisonville, TX

2022 Ford Mustang GT Premium

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

2022 Ford Mustang GT Premium

Cleveland, TX

UnscoredInsufficient · 3
$30,22598,305 mi

Comparison: 3 similar vehicles

Cleveland, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Navasota, TX

Fair PriceRobust · 56
$30,308Mileage not verified

Market: $27,858 – $38,910

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 308 days listed (based on current market benchmarks)

Navasota, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Conroe, TX

Fair PriceRobust · 95
$30,889Mileage not verified

Market: $27,858 – $44,397

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Conroe, TX

2025 Mazda MX-5 Miata RF Grand Touring

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

2025 Mazda MX-5 Miata RF Grand Touring

Conroe, TX

Fair PriceModerate · 22
$31,6199,542 mi

Market: $28,400 – $34,500

Comparison: 22 similar vehicles

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

Conroe, TX

2014 Chevrolet Corvette Base

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

2014 Chevrolet Corvette Base

Conroe, TX

Fair PriceLimited · 14
$32,081113,229 mi

Market: $30,220 – $38,945

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Conroe, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Conroe, TX

Fair PriceRobust · 96
$32,453Mileage not verified

Market: $27,858 – $44,397

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Conroe, TX

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Conroe, TX

Fair PriceRobust · 95
$32,484Mileage not verified

Market: $27,858 – $44,397

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Conroe, 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

Madisonville, TX

Great DealLimited · 10
$32,689Mileage not verified

Market: $37,584 – $46,744

Comparison: 10 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 48 days listed (based on current market benchmarks)

Madisonville, TX

2023 Mercedes-Benz C-Class Coupe C 300

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

2023 Mercedes-Benz C-Class Coupe C 300

Conroe, TX

UnscoredInsufficient · 4
$32,91934,088 mi

Comparison: 4 similar vehicles

Conroe, 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

Conroe, TX

Fair PriceRobust · 69
$33,275Mileage not verified

Market: $30,740 – $50,770

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Conroe, 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

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