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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

213 listings found

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Raton, NM

UnscoredLimited · 17
$7,989153,635 mi

Comparison: 17 similar vehicles

Raton, NM

2016 Audi Q3 Prestige

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

2016 Audi Q3 Prestige

Raton, NM

UnscoredInsufficient · 0
$10,75097,676 mi

Raton, NM

2019 Mercedes-Benz GLC GLC300

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

2019 Mercedes-Benz GLC GLC300

Raton, NM

UnscoredLimited · 6
$12,998129,951 mi

Comparison: 6 similar vehicles

Raton, NM

2015 Jeep Wrangler Sport

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

2015 Jeep Wrangler Sport

Trinidad, CO

UnscoredLimited · 6
$14,899108,602 mi

Comparison: 6 similar vehicles

Trinidad, CO

2020 Ford Escape S

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

2020 Ford Escape S

Raton, NM

UnscoredInsufficient · 3
$14,99872,438 mi

Comparison: 3 similar vehicles

Raton, NM

2024 Mitsubishi Outlander Sport SE

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

2024 Mitsubishi Outlander Sport SE

Trinidad, CO

UnscoredLimited · 6
$16,99866,588 mi

Comparison: 6 similar vehicles

Trinidad, CO

2019 Jeep Cherokee Altitude

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

2019 Jeep Cherokee Altitude

Raton, NM

UnscoredLimited · 6
$16,99882,505 mi

Comparison: 6 similar vehicles

Raton, NM

2017 Subaru Forester XT Touring

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

2017 Subaru Forester XT Touring

Trinidad, CO

UnscoredLimited · 6
$16,998115,842 mi

Comparison: 6 similar vehicles

Trinidad, CO

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Trinidad, CO

Fair PriceLimited · 16
$17,995114,839 mi

Market: $14,350 – $21,988

Comparison: 16 similar vehicles

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

Trinidad, CO

2025 Hyundai Venue SEL

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

2025 Hyundai Venue SEL

Raton, NM

UnscoredLimited · 6
$18,98936,231 mi

Comparison: 6 similar vehicles

Raton, NM

2023 Hyundai Kona SEL

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

2023 Hyundai Kona SEL

Trinidad, CO

UnscoredInsufficient · 0
$19,68959,088 mi

Trinidad, CO

2024 Hyundai Tucson SEL

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

2024 Hyundai Tucson SEL

Trinidad, CO

Fair PriceModerate · 32
$19,99852,597 mi

Market: $19,596 – $25,694

Comparison: 32 similar vehicles

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

Trinidad, CO

2016 Toyota 4Runner SR5

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

2016 Toyota 4Runner SR5

Raton, NM

UnscoredInsufficient · 0
$19,999186,296 mi

Raton, NM

2018 Jeep All-New Wrangler Unlimited Rubicon

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

2018 Jeep All-New Wrangler Unlimited Rubicon

Trinidad, CO

UnscoredModerate · 28
$20,162141,389 mi

Comparison: 28 similar vehicles

Trinidad, CO

2020 Hyundai Palisade Limited

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

2020 Hyundai Palisade Limited

Raton, NM

Great DealLimited · 17
$20,48894,161 mi

Market: $21,156 – $25,900

Comparison: 17 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 45 days listed (based on current market benchmarks)

Raton, NM

2023 Hyundai Kona SEL

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

2023 Hyundai Kona SEL

Raton, NM

UnscoredInsufficient · 4
$20,69927,052 mi

Comparison: 4 similar vehicles

Raton, NM

2019 BMW X5 40i

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

2019 BMW X5 40i

Raton, NM

Great DealLimited · 15
$21,495111,293 mi

Market: $22,797 – $31,500

Comparison: 15 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 7 days listed (based on current market benchmarks)

Raton, NM

2024 Ford Escape Active

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

2024 Ford Escape Active

Raton, NM

UnscoredInsufficient · 3
$21,59845,478 mi

Comparison: 3 similar vehicles

Raton, NM

2019 Toyota RAV4 XLE

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

2019 Toyota RAV4 XLE

Trinidad, CO

Fair PriceModerate · 32
$22,48988,304 mi

Market: $15,294 – $23,299

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Trinidad, CO

2023 Hyundai Santa Fe SEL

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

2023 Hyundai Santa Fe SEL

Trinidad, CO

Great DealModerate · 31
$22,49939,005 mi

Market: $23,642 – $26,330

Comparison: 31 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 56 days listed (based on current market benchmarks)

Trinidad, CO

2022 Volkswagen Atlas Cross Sport SE w/Tech

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

2022 Volkswagen Atlas Cross Sport SE w/Tech

Trinidad, CO

Fair PriceLimited · 14
$22,99586,880 mi

Market: $16,200 – $24,595

Comparison: 14 similar vehicles

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

Trinidad, CO

2025 Mitsubishi Outlander ES

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

2025 Mitsubishi Outlander ES

Trinidad, CO

Fair PriceLimited · 12
$23,49133,750 mi

Market: $19,999 – $26,532

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Trinidad, CO

2020 Hyundai Palisade SEL

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

2020 Hyundai Palisade SEL

Trinidad, CO

Fair PriceModerate · 25
$23,68861,023 mi

Market: $20,995 – $28,950

Comparison: 25 similar vehicles

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

Trinidad, CO

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Trinidad, CO

UnscoredLimited · 6
$23,69841,633 mi

Comparison: 6 similar vehicles

Trinidad, CO

2021 Ford Bronco Sport First Edition

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

2021 Ford Bronco Sport First Edition

Raton, NM

UnscoredInsufficient · 0
$23,99874,153 mi

Raton, NM

2023 Mitsubishi Outlander SEL

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

2023 Mitsubishi Outlander SEL

Trinidad, CO

UnscoredInsufficient · 0
$24,19926,661 mi

Trinidad, CO

2016 Cadillac Escalade Platinum

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

2016 Cadillac Escalade Platinum

Raton, NM

UnscoredLimited · 11
$24,398110,220 mi

Comparison: 11 similar vehicles

Raton, NM

2022 Hyundai Tucson SEL

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

2022 Hyundai Tucson SEL

Raton, NM

UnscoredLimited · 8
$24,59242,936 mi

Comparison: 8 similar vehicles

Raton, NM

2024 Mazda CX-5 S Carbon Edition

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

2024 Mazda CX-5 S Carbon Edition

Raton, NM

UnscoredInsufficient · 0
$24,98954,349 mi

Raton, NM

2024 Hyundai Tucson SEL

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

2024 Hyundai Tucson SEL

Raton, NM

UnscoredLimited · 5
$24,99234,689 mi

Comparison: 5 similar vehicles

Raton, NM

2024 Ford Edge Titanium

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

2024 Ford Edge Titanium

Trinidad, CO

UnscoredInsufficient · 0
$24,99858,127 mi

Trinidad, CO

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Raton, NM

UnscoredInsufficient · 4
$25,48835,594 mi

Comparison: 4 similar vehicles

Raton, NM

2022 Audi Q7 Premium Plus

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

2022 Audi Q7 Premium Plus

Trinidad, CO

UnscoredLimited · 9
$26,29971,735 mi

Comparison: 9 similar vehicles

Trinidad, CO

2024 Subaru Crosstrek Sport

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

2024 Subaru Crosstrek Sport

Raton, NM

UnscoredInsufficient · 0
$26,49524,991 mi

Raton, NM

2019 Jeep Wrangler Unlimited Rubicon

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

2019 Jeep Wrangler Unlimited Rubicon

Raton, NM

Fair PriceModerate · 23
$26,77789,427 mi

Market: $21,962 – $39,400

Comparison: 23 similar vehicles

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

Raton, NM

2022 Hyundai Palisade Calligraphy

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

2022 Hyundai Palisade Calligraphy

Raton, NM

Fair PriceLimited · 14
$26,98888,652 mi

Market: $24,998 – $34,950

Comparison: 14 similar vehicles

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

Raton, NM

2022 Subaru Forester Limited

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

2022 Subaru Forester Limited

Raton, NM

UnscoredInsufficient · 0
$27,25038,778 mi

Raton, NM

2024 Hyundai Tucson SEL

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

2024 Hyundai Tucson SEL

Trinidad, CO

Fair PriceModerate · 25
$27,48920,523 mi

Market: $26,285 – $33,699

Comparison: 25 similar vehicles

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

Trinidad, CO

2021 Hyundai Palisade Limited

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

2021 Hyundai Palisade Limited

Raton, NM

UnscoredInsufficient · 0
$27,98859,346 mi

Raton, NM

2024 Hyundai IONIQ 5 SEL

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

2024 Hyundai IONIQ 5 SEL

Trinidad, CO

Fair PriceRobust · 141
$28,48810,932 mi

Market: $799 – $30,490

Comparison: 141 similar vehicles

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

Trinidad, CO

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Trinidad, CO

UnscoredInsufficient · 0
$28,99840,816 mi

Trinidad, CO

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Raton, NM

Fair PriceLimited · 18
$29,389Mileage not verified

Market: $29,389 – $36,396

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Raton, NM

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Raton, NM

Fair PriceLimited · 18
$29,389Mileage not verified

Market: $29,389 – $36,396

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Raton, NM

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Raton, NM

Fair PriceLimited · 18
$29,564Mileage not verified

Market: $29,389 – $36,396

Comparison: 18 similar vehicles

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

Raton, NM

2020 Toyota RAV4 XLE

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

2020 Toyota RAV4 XLE

Trinidad, CO

UnscoredInsufficient · 0
$29,69548,500 mi

Trinidad, CO

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Raton, NM

Fair PriceLimited · 18
$29,833Mileage not verified

Market: $29,389 – $36,396

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Raton, NM

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Raton, NM

Fair PriceLimited · 18
$29,842Mileage not verified

Market: $29,389 – $36,396

Comparison: 18 similar vehicles

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

Raton, NM

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Raton, NM

Fair PriceLimited · 18
$29,842Mileage not verified

Market: $29,389 – $36,396

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Raton, NM

2025 Toyota RAV4 XLE

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

2025 Toyota RAV4 XLE

Trinidad, CO

Fair PriceRobust · 51
$29,98835,810 mi

Market: $29,299 – $39,975

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Trinidad, CO

2025 GENESIS GV70 Standard

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

2025 GENESIS GV70 Standard

Raton, NM

UnscoredInsufficient · 0
$29,98943,241 mi

Raton, NM

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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