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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 25, 2026

6.1M+

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

38 listings found

2017 Jeep Compass Latitude

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

2017 Jeep Compass Latitude

Redding, CA

UnscoredLimited · 10
$7,995194,298 mi

Comparison: 10 similar vehicles

Redding, CA

2017 Jeep Renegade Altitude Package

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

2017 Jeep Renegade Altitude Package

Redding, CA

UnscoredInsufficient · 0
$11,99588,196 mi

Redding, CA

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Redding, CA

Fair PriceRobust · 70
$19,17553,265 mi

Market: $15,900 – $20,998

Comparison: 70 similar vehicles

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

Redding, CA

2025 Jeep Compass Latitude

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

2025 Jeep Compass Latitude

Redding, CA

UnscoredLimited · 5
$22,11746,391 mi

Comparison: 5 similar vehicles

Redding, CA

2017 Jeep Wrangler Unlimited Sport S

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

2017 Jeep Wrangler Unlimited Sport S

Redding, CA

OverpricedModerate · 22
$23,90081,728 mi

Market: $10,275 – $23,065

Comparison: 22 similar vehicles

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

Redding, CA

2024 Jeep Grand Cherokee 4xe

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

2024 Jeep Grand Cherokee 4xe

Redding, CA

Fair PriceModerate · 21
$24,66749,014 mi

Market: $21,499 – $25,917

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Redding, CA

2021 Jeep Wrangler Unlimited Sahara

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

2021 Jeep Wrangler Unlimited Sahara

Redding, CA

UnscoredInsufficient · 3
$25,09172,503 mi

Comparison: 3 similar vehicles

Redding, CA

2021 Jeep Grand Cherokee L Limited

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

2021 Jeep Grand Cherokee L Limited

Redding, CA

Fair PriceLimited · 18
$25,67571,052 mi

Market: $19,065 – $29,995

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Redding, CA

2023 Jeep Gladiator WILLYS

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

2023 Jeep Gladiator WILLYS

Redding, CA

UnscoredInsufficient · 0
$29,99548,243 mi

Redding, CA

2024 Jeep Wrangler 4-Door Sport S

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

2024 Jeep Wrangler 4-Door Sport S

Redding, CA

UnscoredInsufficient · 3
$30,16758,069 mi

Comparison: 3 similar vehicles

Redding, CA

2023 Jeep Grand Cherokee L Altitude

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

2023 Jeep Grand Cherokee L Altitude

Redding, CA

Fair PriceLimited · 13
$30,99537,026 mi

Market: $27,222 – $34,357

Comparison: 13 similar vehicles

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

Redding, CA

2024 Jeep Gladiator Sport S

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

2024 Jeep Gladiator Sport S

Redding, CA

UnscoredInsufficient · 0
$33,12231,706 mi

Redding, CA

2023 Jeep Gladiator Sport S

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

2023 Jeep Gladiator Sport S

Redding, CA

UnscoredInsufficient · 0
$33,99523,449 mi

Redding, CA

2023 Jeep Gladiator Overland

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

2023 Jeep Gladiator Overland

Redding, CA

UnscoredInsufficient · 4
$34,57131,142 mi

Comparison: 4 similar vehicles

Redding, CA

2024 Jeep Grand Cherokee Limited

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

2024 Jeep Grand Cherokee Limited

Redding, CA

UnscoredLimited · 5
$36,11232,233 mi

Comparison: 5 similar vehicles

Redding, CA

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

Redding, CA

Fair PriceRobust · 181
$37,707Mileage not verified

Market: $32,734 – $56,859

Comparison: 181 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Redding, CA

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

Redding, CA

Fair PriceRobust · 96
$38,267Mileage not verified

Market: $32,171 – $51,699

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 360 days listed (based on current market benchmarks)

Redding, CA

2023 Jeep Gladiator Rubicon

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

2023 Jeep Gladiator Rubicon

Redding, CA

UnscoredLimited · 9
$40,11225,007 mi

Comparison: 9 similar vehicles

Redding, CA

2026 Jeep Gladiator Sport S

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

2026 Jeep Gladiator Sport S

Redding, CA

Fair PriceRobust · 104
$41,288Mileage not verified

Market: $38,460 – $73,041

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 345 days listed (based on current market benchmarks)

Redding, CA

2026 Jeep Grand Cherokee Limited

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

2026 Jeep Grand Cherokee Limited

Redding, CA

Fair PriceRobust · 281
$42,036Mileage not verified

Market: $38,511 – $53,286

Comparison: 281 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Redding, CA

2022 Jeep Wagoneer Series I

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

2022 Jeep Wagoneer Series I

Redding, CA

UnscoredInsufficient · 0
$42,11231,219 mi

Redding, CA

2026 Jeep Grand Cherokee Limited

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

2026 Jeep Grand Cherokee Limited

Redding, CA

Fair PriceRobust · 281
$45,941Mileage not verified

Market: $38,511 – $53,286

Comparison: 281 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Redding, CA

2026 Jeep Wrangler 4-Door Rubicon

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

2026 Jeep Wrangler 4-Door Rubicon

Redding, CA

UnscoredInsufficient · 0
$47,9955,543 mi

Redding, CA

2026 Jeep Wrangler 4-Door 85th Anniversary Edition

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

2026 Jeep Wrangler 4-Door 85th Anniversary Edition

Redding, CA

UnscoredInsufficient · 0
$50,132Mileage not verified

Redding, CA

2026 Jeep Wrangler 4-Door Willys

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

2026 Jeep Wrangler 4-Door Willys

Redding, CA

Fair PriceRobust · 171
$50,242Mileage not verified

Market: $40,249 – $77,417

Comparison: 171 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Redding, CA

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Redding, CA

UnscoredInsufficient · 3
$50,832Mileage not verified

Comparison: 3 similar vehicles

Redding, CA

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Redding, CA

Fair PriceRobust · 211
$51,762Mileage not verified

Market: $41,389 – $57,987

Comparison: 211 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Redding, CA

2026 Jeep Wrangler 2-Door Willys

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

2026 Jeep Wrangler 2-Door Willys

Redding, CA

Fair PriceModerate · 32
$51,957Mileage not verified

Market: $43,594 – $54,699

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 164 days listed (based on current market benchmarks)

Redding, CA

2026 Jeep Wrangler 4-Door Rubicon

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

2026 Jeep Wrangler 4-Door Rubicon

Redding, CA

UnscoredInsufficient · 3
$52,262Mileage not verified

Comparison: 3 similar vehicles

Redding, CA

2027 Jeep Grand Cherokee L Limited Reserve

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

2027 Jeep Grand Cherokee L Limited Reserve

Redding, CA

UnscoredLimited · 7
$53,667Mileage not verified

Comparison: 7 similar vehicles

Redding, CA

2026 Jeep Wrangler 4-Door Sahara

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

2026 Jeep Wrangler 4-Door Sahara

Redding, CA

UnscoredInsufficient · 0
$54,632Mileage not verified

Redding, CA

2026 Jeep Wrangler 4-Door Rubicon

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

2026 Jeep Wrangler 4-Door Rubicon

Redding, CA

UnscoredInsufficient · 3
$56,657Mileage not verified

Comparison: 3 similar vehicles

Redding, CA

2027 Jeep Grand Cherokee L Limited Reserve

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

2027 Jeep Grand Cherokee L Limited Reserve

Redding, CA

UnscoredLimited · 7
$56,932Mileage not verified

Comparison: 7 similar vehicles

Redding, CA

2026 Jeep Gladiator Rubicon X

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

2026 Jeep Gladiator Rubicon X

Redding, CA

Fair PriceRobust · 59
$57,659Mileage not verified

Market: $50,696 – $67,027

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 168 days listed (based on current market benchmarks)

Redding, CA

2026 Jeep Gladiator Rubicon X

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

2026 Jeep Gladiator Rubicon X

Redding, CA

Fair PriceRobust · 59
$58,194Mileage not verified

Market: $50,696 – $67,027

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Redding, CA

2027 Jeep Wrangler 4-Door Rubicon X

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

2027 Jeep Wrangler 4-Door Rubicon X

Redding, CA

Fair PriceRobust · 90
$68,307Mileage not verified

Market: $61,242 – $72,174

Comparison: 90 similar vehicles

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

Redding, CA

2027 Jeep Wrangler 4-Door Rubicon X

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

2027 Jeep Wrangler 4-Door Rubicon X

Redding, CA

Fair PriceRobust · 90
$68,902Mileage not verified

Market: $61,242 – $72,174

Comparison: 90 similar vehicles

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

Redding, CA

2026 Jeep Grand Wagoneer Limited Reserve

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

2026 Jeep Grand Wagoneer Limited Reserve

Redding, CA

Fair PriceRobust · 58
$78,422Mileage not verified

Market: $72,743 – $86,757

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 335 days listed (based on current market benchmarks)

Redding, CA

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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