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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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

485 listings found

2014 Hyundai Accent GLS

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

2014 Hyundai Accent GLS

Ennis, TX

UnscoredLimited · 7
$6,224125,199 mi

Comparison: 7 similar vehicles

Ennis, TX

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Ennis, TX

UnscoredRobust · 54
$6,701130,113 mi

Comparison: 54 similar vehicles

Ennis, TX

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Ennis, TX

UnscoredLimited · 11
$7,900184,466 mi

Comparison: 11 similar vehicles

Ennis, TX

2015 Jeep Cherokee Sport

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

2015 Jeep Cherokee Sport

Ennis, TX

Fair PriceLimited · 14
$8,72564,752 mi

Market: $3,995 – $13,995

Comparison: 14 similar vehicles

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

Ennis, TX

2014 Buick Encore Base

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

2014 Buick Encore Base

Ennis, TX

UnscoredInsufficient · 3
$10,42579,485 mi

Comparison: 3 similar vehicles

Ennis, TX

2007 Hummer H3

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

2007 Hummer H3

Ennis, TX

Fair PriceLimited · 16
$11,43996,009 mi

Market: $5,000 – $12,995

Comparison: 16 similar vehicles

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

Ennis, TX

2010 Lincoln Navigator Base

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

2010 Lincoln Navigator Base

Ennis, TX

UnscoredInsufficient · 0
$12,52967,928 mi

Ennis, TX

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Ennis, TX

UnscoredRobust · 67
$13,863131,101 mi

Comparison: 67 similar vehicles

Ennis, TX

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Ennis, TX

UnscoredLimited · 8
$14,168182,980 mi

Comparison: 8 similar vehicles

Ennis, TX

2012 Mercedes-Benz E-Class E350

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

2012 Mercedes-Benz E-Class E350

Ennis, TX

Fair PriceLimited · 12
$14,99563,280 mi

Market: $4,895 – $18,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ennis, TX

2015 Dodge Charger SXT

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

2015 Dodge Charger SXT

Ennis, TX

Fair PriceModerate · 32
$15,22085,308 mi

Market: $7,995 – $17,990

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ennis, TX

2018 Jeep All-New Wrangler Unlimited Sport

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

2018 Jeep All-New Wrangler Unlimited Sport

Ennis, TX

UnscoredModerate · 39
$15,979140,241 mi

Comparison: 39 similar vehicles

Ennis, TX

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Ennis, TX

Fair PriceModerate · 29
$16,37886,929 mi

Market: $10,721 – $20,764

Comparison: 29 similar vehicles

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

Ennis, TX

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Ennis, TX

UnscoredInsufficient · 3
$17,25156,827 mi

Comparison: 3 similar vehicles

Ennis, TX

2024 Volkswagen Jetta SE

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

2024 Volkswagen Jetta SE

Ennis, TX

Fair PriceModerate · 47
$17,32956,028 mi

Market: $15,487 – $21,294

Comparison: 47 similar vehicles

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

Ennis, TX

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Ennis, TX

Fair PriceRobust · 148
$17,96545,930 mi

Market: $11,000 – $28,950

Comparison: 148 similar vehicles

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

Ennis, TX

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Ennis, TX

Fair PriceLimited · 10
$18,35670,035 mi

Market: $16,220 – $19,713

Comparison: 10 similar vehicles

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

Ennis, TX

2025 Nissan Sentra S

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

2025 Nissan Sentra S

Ennis, TX

Fair PriceRobust · 54
$19,22020,766 mi

Market: $14,950 – $25,149

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Ennis, TX

2018 RAM 2500 Pickup Tradesman

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

2018 RAM 2500 Pickup Tradesman

Ennis, TX

UnscoredLimited · 5
$19,377117,994 mi

Comparison: 5 similar vehicles

Ennis, TX

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Ennis, TX

Fair PriceLimited · 10
$19,67467,661 mi

Market: $18,040 – $21,713

Comparison: 10 similar vehicles

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

Ennis, TX

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Ennis, TX

UnscoredLimited · 8
$19,75245,970 mi

Comparison: 8 similar vehicles

Ennis, TX

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Ennis, TX

UnscoredLimited · 8
$19,89944,095 mi

Comparison: 8 similar vehicles

Ennis, TX

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Ennis, TX

UnscoredLimited · 5
$19,99525,542 mi

Comparison: 5 similar vehicles

Ennis, TX

2023 Chevrolet Silverado 1500 RST

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

2023 Chevrolet Silverado 1500 RST

Ennis, TX

UnscoredRobust · 205
$19,995159,633 mi

Comparison: 205 similar vehicles

Ennis, TX

2013 Chevrolet Silverado 1500 LTZ

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

2013 Chevrolet Silverado 1500 LTZ

Ennis, TX

UnscoredInsufficient · 4
$20,00863,786 mi

Comparison: 4 similar vehicles

Ennis, TX

2020 Jeep Wrangler Sport S

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

2020 Jeep Wrangler Sport S

Ennis, TX

Fair PriceLimited · 19
$20,04168,958 mi

Market: $16,500 – $24,066

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Ennis, TX

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Ennis, TX

UnscoredLimited · 7
$20,40890,520 mi

Comparison: 7 similar vehicles

Ennis, TX

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Ennis, TX

UnscoredInsufficient · 4
$20,453106,169 mi

Comparison: 4 similar vehicles

Ennis, TX

2025 Mazda CX-5 S Select Package

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

2025 Mazda CX-5 S Select Package

Ennis, TX

UnscoredLimited · 6
$21,66833,007 mi

Comparison: 6 similar vehicles

Ennis, TX

2021 Subaru Outback Limited

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

2021 Subaru Outback Limited

Ennis, TX

Fair PriceRobust · 54
$21,93090,000 mi

Market: $15,590 – $25,406

Comparison: 54 similar vehicles

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

Ennis, TX

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Ennis, TX

UnscoredLimited · 5
$22,075124,640 mi

Comparison: 5 similar vehicles

Ennis, TX

2018 Ford Mustang GT Premium

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

2018 Ford Mustang GT Premium

Ennis, TX

UnscoredModerate · 28
$22,499129,023 mi

Comparison: 28 similar vehicles

Ennis, TX

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Ennis, TX

Fair PriceRobust · 71
$23,000Mileage not verified

Market: $23,000 – $26,647

Comparison: 71 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Ennis, TX

2025 Chevrolet Blazer 2LT

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

2025 Chevrolet Blazer 2LT

Ennis, TX

UnscoredInsufficient · 4
$23,25840,763 mi

Comparison: 4 similar vehicles

Ennis, TX

2023 Volkswagen Atlas SE w/Tech

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

2023 Volkswagen Atlas SE w/Tech

Ennis, TX

Fair PriceRobust · 77
$23,35074,777 mi

Market: $16,551 – $24,820

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Ennis, TX

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Ennis, TX

UnscoredModerate · 21
$23,869121,650 mi

Comparison: 21 similar vehicles

Ennis, TX

2024 Volkswagen Taos SE

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

2024 Volkswagen Taos SE

Ennis, TX

UnscoredLimited · 8
$23,9744,489 mi

Comparison: 8 similar vehicles

Ennis, TX

2025 Toyota Camry LE

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

2025 Toyota Camry LE

Ennis, TX

UnscoredInsufficient · 3
$24,33351,213 mi

Comparison: 3 similar vehicles

Ennis, TX

2018 Jeep All-New Wrangler Unlimited Sahara

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

2018 Jeep All-New Wrangler Unlimited Sahara

Ennis, TX

UnscoredLimited · 7
$24,33855,685 mi

Comparison: 7 similar vehicles

Ennis, TX

2022 Lincoln Nautilus Reserve

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

2022 Lincoln Nautilus Reserve

Ennis, TX

Fair PriceModerate · 40
$24,62292,855 mi

Market: $21,107 – $29,257

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Ennis, TX

2022 Subaru WRX Premium

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

2022 Subaru WRX Premium

Ennis, TX

Fair PriceLimited · 11
$24,79649,285 mi

Market: $21,900 – $27,126

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Ennis, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Ennis, TX

Fair PriceRobust · 108
$24,911Mileage not verified

Market: $24,991 – $29,225

Comparison: 108 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 52 days listed (based on current market benchmarks)

Ennis, TX

2024 Volkswagen Atlas SE w/Tech

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

2024 Volkswagen Atlas SE w/Tech

Ennis, TX

Fair PriceRobust · 51
$24,99446,600 mi

Market: $24,799 – $31,000

Comparison: 51 similar vehicles

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

Ennis, TX

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Ennis, TX

Fair PriceModerate · 21
$25,01696,675 mi

Market: $15,200 – $31,600

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Ennis, TX

2015 RAM 2500 Pickup Limited

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

2015 RAM 2500 Pickup Limited

Ennis, TX

UnscoredInsufficient · 0
$25,733115,355 mi

Ennis, TX

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Ennis, TX

UnscoredLimited · 7
$26,4808,700 mi

Comparison: 7 similar vehicles

Ennis, TX

2022 RAM 1500 Classic Warlock

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

2022 RAM 1500 Classic Warlock

Ennis, TX

Fair PriceModerate · 46
$26,53375,245 mi

Market: $19,990 – $30,170

Comparison: 46 similar vehicles

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

Ennis, TX

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Ennis, TX

Fair PriceRobust · 87
$27,0553,529 mi

Market: $26,182 – $33,079

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Ennis, TX

2024 Subaru WRX Premium

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

2024 Subaru WRX Premium

Ennis, TX

Fair PriceLimited · 16
$27,29222,229 mi

Market: $24,600 – $30,431

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Ennis, TX

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Ennis, TX

Fair PriceRobust · 87
$27,320Mileage not verified

Market: $26,182 – $33,079

Comparison: 87 similar vehicles

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

Ennis, 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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