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 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

232 listings found

2014 Kia Soul +

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

2014 Kia Soul +

Gun Barrel City, TX

UnscoredLimited · 15
$8,295161,525 mi

Comparison: 15 similar vehicles

Gun Barrel City, TX

2007 Lexus ES 350

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

2007 Lexus ES 350

Gun Barrel City, TX

UnscoredModerate · 22
$8,995137,640 mi

Comparison: 22 similar vehicles

Gun Barrel City, TX

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Gun Barrel City, TX

UnscoredLimited · 19
$9,295148,255 mi

Comparison: 19 similar vehicles

Gun Barrel City, TX

2011 RAM Dakota Big Horn (Lone Star)

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

2011 RAM Dakota Big Horn (Lone Star)

Gun Barrel City, TX

UnscoredInsufficient · 3
$10,250155,593 mi

Comparison: 3 similar vehicles

Gun Barrel City, TX

2016 Chevrolet Equinox LTZ

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

2016 Chevrolet Equinox LTZ

Gun Barrel City, TX

UnscoredLimited · 14
$11,350163,797 mi

Comparison: 14 similar vehicles

Gun Barrel City, TX

2016 Jeep Renegade Limited

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

2016 Jeep Renegade Limited

Gun Barrel City, TX

UnscoredLimited · 6
$11,999178,102 mi

Comparison: 6 similar vehicles

Gun Barrel City, TX

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Gun Barrel City, TX

UnscoredRobust · 94
$13,537133,128 mi

Comparison: 94 similar vehicles

Gun Barrel City, TX

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Gun Barrel City, TX

UnscoredLimited · 7
$13,850178,907 mi

Comparison: 7 similar vehicles

Gun Barrel City, TX

2020 Audi A3 Sedan Premium

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

2020 Audi A3 Sedan Premium

Gun Barrel City, TX

Fair PriceModerate · 29
$13,88197,162 mi

Market: $11,995 – $18,998

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Gun Barrel City, TX

2020 Chevrolet Malibu RS

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

2020 Chevrolet Malibu RS

Gun Barrel City, TX

UnscoredInsufficient · 3
$14,150159,906 mi

Comparison: 3 similar vehicles

Gun Barrel City, TX

2015 Mercedes-Benz M-Class ML250

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

2015 Mercedes-Benz M-Class ML250

Gun Barrel City, TX

UnscoredInsufficient · 0
$14,325125,362 mi

Gun Barrel City, TX

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Gun Barrel City, TX

UnscoredLimited · 5
$17,77596,658 mi

Comparison: 5 similar vehicles

Gun Barrel City, TX

2023 Nissan Altima SV

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

2023 Nissan Altima SV

Gun Barrel City, TX

Fair PriceModerate · 32
$19,43757,759 mi

Market: $10,500 – $21,500

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Gun Barrel City, TX

2020 Jeep Renegade Limited

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

2020 Jeep Renegade Limited

Gun Barrel City, TX

UnscoredInsufficient · 0
$19,73223,527 mi

Gun Barrel City, TX

2022 Buick Encore Preferred

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

2022 Buick Encore Preferred

Gun Barrel City, TX

UnscoredLimited · 9
$19,93920,802 mi

Comparison: 9 similar vehicles

Gun Barrel City, TX

2023 Kia Sorento EX Hybrid

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

2023 Kia Sorento EX Hybrid

Gun Barrel City, TX

UnscoredLimited · 10
$21,439114,705 mi

Comparison: 10 similar vehicles

Gun Barrel City, TX

2021 Jeep Wrangler Unlimited Sport RHD

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

2021 Jeep Wrangler Unlimited Sport RHD

Gun Barrel City, TX

OverpricedLimited · 11
$21,966128,416 mi

Market: $19,991 – $20,216

Comparison: 11 similar vehicles

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

Gun Barrel City, TX

2024 Kia K5 EX

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

2024 Kia K5 EX

Gun Barrel City, TX

UnscoredLimited · 8
$24,70262,651 mi

Comparison: 8 similar vehicles

Gun Barrel City, TX

2018 GMC Sierra 1500 SLT

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

2018 GMC Sierra 1500 SLT

Gun Barrel City, TX

Fair PriceRobust · 317
$25,637105,905 mi

Market: $13,224 – $40,447

Comparison: 317 similar vehicles

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

Gun Barrel City, TX

2025 Kia Sportage EX

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

2025 Kia Sportage EX

Gun Barrel City, TX

Fair PriceModerate · 24
$26,05332,203 mi

Market: $24,165 – $29,220

Comparison: 24 similar vehicles

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

Gun Barrel City, 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

Gun Barrel City, TX

Fair PriceRobust · 77
$27,412Mileage not verified

Market: $26,479 – $34,486

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Gun Barrel City, 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

Gun Barrel City, TX

Fair PriceRobust · 77
$27,741Mileage not verified

Market: $26,479 – $34,486

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 224 days listed (based on current market benchmarks)

Gun Barrel City, TX

2021 Toyota Tacoma SR

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

2021 Toyota Tacoma SR

Gun Barrel City, TX

Fair PriceLimited · 16
$28,38157,192 mi

Market: $25,023 – $33,298

Comparison: 16 similar vehicles

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

Gun Barrel City, 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

Gun Barrel City, TX

Fair PriceRobust · 77
$28,902Mileage not verified

Market: $26,479 – $34,486

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Gun Barrel City, TX

2021 Ford Explorer ST

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

2021 Ford Explorer ST

Gun Barrel City, TX

Fair PriceRobust · 68
$28,96690,000 mi

Market: $16,900 – $35,984

Comparison: 68 similar vehicles

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

Gun Barrel City, 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

Gun Barrel City, TX

Fair PriceRobust · 77
$29,611Mileage not verified

Market: $26,479 – $34,486

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 225 days listed (based on current market benchmarks)

Gun Barrel City, TX

2021 Jeep Wrangler Unlimited Rubicon

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

2021 Jeep Wrangler Unlimited Rubicon

Gun Barrel City, TX

Fair PriceModerate · 33
$29,93952,981 mi

Market: $29,113 – $88,866

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Gun Barrel City, TX

2020 Jeep Gladiator Rubicon

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

2020 Jeep Gladiator Rubicon

Gun Barrel City, TX

Fair PriceLimited · 10
$30,98135,412 mi

Market: $29,995 – $88,866

Comparison: 10 similar vehicles

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

Gun Barrel City, TX

2023 Chevrolet Silverado 1500 Custom

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

2023 Chevrolet Silverado 1500 Custom

Gun Barrel City, TX

UnscoredInsufficient · 3
$31,557103,688 mi

Comparison: 3 similar vehicles

Gun Barrel City, TX

2026 Jeep Wrangler 2-Door Sport

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

2026 Jeep Wrangler 2-Door Sport

Gun Barrel City, TX

Fair PriceModerate · 21
$33,622Mileage not verified

Market: $31,500 – $40,400

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 218 days listed (based on current market benchmarks)

Gun Barrel City, TX

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Gun Barrel City, TX

Fair PriceLimited · 13
$34,08473,494 mi

Market: $31,014 – $38,411

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Gun Barrel City, TX

Fair PriceLimited · 18
$34,664Mileage not verified

Market: $31,285 – $38,532

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 267 days listed (based on current market benchmarks)

Gun Barrel City, TX

2020 RAM 1500 Pickup Laramie

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

2020 RAM 1500 Pickup Laramie

Gun Barrel City, TX

OverpricedLimited · 11
$35,16569,380 mi

Market: $28,006 – $33,946

Comparison: 11 similar vehicles

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

Gun Barrel City, TX

2026 Jeep Wrangler 4-Door Sport

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

2026 Jeep Wrangler 4-Door Sport

Gun Barrel City, TX

Fair PriceModerate · 36
$35,742Mileage not verified

Market: $34,406 – $52,615

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 231 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Gun Barrel City, TX

Fair PriceRobust · 157
$36,389Mileage not verified

Market: $34,778 – $57,665

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 Jeep Grand Cherokee Laredo

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

2026 Jeep Grand Cherokee Laredo

Gun Barrel City, TX

Fair PriceModerate · 47
$37,114Mileage not verified

Market: $31,995 – $43,775

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 Jeep Wrangler 4-Door Sport

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

2026 Jeep Wrangler 4-Door Sport

Gun Barrel City, TX

Fair PriceModerate · 36
$37,551Mileage not verified

Market: $34,406 – $52,615

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 297 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 Jeep Grand Cherokee Laredo

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

2026 Jeep Grand Cherokee Laredo

Gun Barrel City, TX

Fair PriceModerate · 47
$37,759Mileage not verified

Market: $31,995 – $43,775

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 228 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Gun Barrel City, TX

Fair PriceRobust · 157
$38,129Mileage not verified

Market: $34,778 – $57,665

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Gun Barrel City, TX

Fair PriceRobust · 157
$38,189Mileage not verified

Market: $34,778 – $57,665

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Gun Barrel City, TX

Fair PriceRobust · 157
$38,486Mileage not verified

Market: $34,778 – $57,665

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 Jeep Wrangler 4-Door Sport

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

2026 Jeep Wrangler 4-Door Sport

Gun Barrel City, TX

Fair PriceModerate · 36
$38,653Mileage not verified

Market: $34,406 – $52,615

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 Chrysler Pacifica Select

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

2026 Chrysler Pacifica Select

Gun Barrel City, TX

UnscoredLimited · 5
$38,712Mileage not verified

Comparison: 5 similar vehicles

Gun Barrel City, TX

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Gun Barrel City, TX

Fair PriceRobust · 157
$39,089Mileage not verified

Market: $34,778 – $57,665

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Gun Barrel City, TX

Fair PriceRobust · 157
$39,232Mileage not verified

Market: $34,778 – $57,665

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Gun Barrel City, TX

Fair PriceRobust · 157
$39,442Mileage not verified

Market: $34,778 – $57,665

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 Jeep Grand Cherokee L Laredo

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

2026 Jeep Grand Cherokee L Laredo

Gun Barrel City, TX

Fair PriceModerate · 36
$39,478Mileage not verified

Market: $34,500 – $47,769

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 Jeep Gladiator Texas Trail

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

2026 Jeep Gladiator Texas Trail

Gun Barrel City, TX

Fair PriceModerate · 20
$39,484Mileage not verified

Market: $36,089 – $48,887

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 352 days listed (based on current market benchmarks)

Gun Barrel City, TX

2026 Jeep Grand Cherokee L Laredo

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

2026 Jeep Grand Cherokee L Laredo

Gun Barrel City, TX

Fair PriceModerate · 36
$39,617Mileage not verified

Market: $34,500 – $47,769

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Gun Barrel City, TX

2022 RAM 1500 Pickup Rebel

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

2022 RAM 1500 Pickup Rebel

Gun Barrel City, TX

Fair PriceLimited · 12
$39,61848,302 mi

Market: $39,723 – $41,998

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 50 days listed (based on current market benchmarks)

Gun Barrel City, 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.