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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 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

154 listings found

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

New Port Richey, FL

UnscoredLimited · 6
$4,500121,098 mi

Comparison: 6 similar vehicles

New Port Richey, FL

2005 Jeep Wrangler X

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

2005 Jeep Wrangler X

New Port Richey, FL

UnscoredLimited · 7
$6,595125,451 mi

Comparison: 7 similar vehicles

New Port Richey, FL

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

New Port Richey, FL

UnscoredLimited · 5
$7,194139,980 mi

Comparison: 5 similar vehicles

New Port Richey, FL

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

New Port Richey, FL

UnscoredLimited · 19
$7,570128,128 mi

Comparison: 19 similar vehicles

New Port Richey, FL

2003 Jeep Wrangler SE

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

2003 Jeep Wrangler SE

New Port Richey, FL

UnscoredInsufficient · 0
$8,795Mileage not verified

New Port Richey, FL

2018 Jeep Compass Limited

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

2018 Jeep Compass Limited

New Port Richey, FL

UnscoredLimited · 16
$8,995128,021 mi

Comparison: 16 similar vehicles

New Port Richey, FL

2009 Jeep Wrangler X

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

2009 Jeep Wrangler X

New Port Richey, FL

Fair PriceLimited · 11
$8,995Mileage not verified

Market: $7,200 – $15,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 202 days listed (based on current market benchmarks)

New Port Richey, FL

1997 Jeep Wrangler / TJ

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

1997 Jeep Wrangler / TJ

New Port Richey, FL

UnscoredInsufficient · 0
$9,394188,838 mi

New Port Richey, FL

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

New Port Richey, FL

UnscoredModerate · 21
$12,990135,286 mi

Comparison: 21 similar vehicles

New Port Richey, FL

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

New Port Richey, FL

UnscoredLimited · 15
$12,999128,660 mi

Comparison: 15 similar vehicles

New Port Richey, FL

2016 Jeep Wrangler Unlimited Sahara

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

2016 Jeep Wrangler Unlimited Sahara

New Port Richey, FL

UnscoredLimited · 7
$13,495173,272 mi

Comparison: 7 similar vehicles

New Port Richey, FL

2016 Jeep Wrangler Unlimited Sport

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

2016 Jeep Wrangler Unlimited Sport

New Port Richey, FL

UnscoredLimited · 8
$13,894100,442 mi

Comparison: 8 similar vehicles

New Port Richey, FL

2003 Jeep Wrangler X

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

2003 Jeep Wrangler X

New Port Richey, FL

UnscoredInsufficient · 4
$13,895Mileage not verified

Comparison: 4 similar vehicles

New Port Richey, FL

2019 Jeep Compass Trailhawk

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

2019 Jeep Compass Trailhawk

New Port Richey, FL

UnscoredModerate · 22
$13,995122,569 mi

Comparison: 22 similar vehicles

New Port Richey, FL

2005 Jeep Wrangler X

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

2005 Jeep Wrangler X

New Port Richey, FL

UnscoredLimited · 7
$13,995Mileage not verified

Comparison: 7 similar vehicles

New Port Richey, FL

2013 Jeep Wrangler Sport

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

2013 Jeep Wrangler Sport

New Port Richey, FL

Fair PriceLimited · 12
$15,29999,782 mi

Market: $7,000 – $18,998

Comparison: 12 similar vehicles

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

New Port Richey, FL

2018 Jeep Grand Cherokee Overland

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

2018 Jeep Grand Cherokee Overland

New Port Richey, FL

UnscoredLimited · 6
$15,99581,184 mi

Comparison: 6 similar vehicles

New Port Richey, FL

2020 Jeep Compass Latitude

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

2020 Jeep Compass Latitude

New Port Richey, FL

Fair PriceLimited · 17
$15,99955,335 mi

Market: $15,392 – $16,901

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

New Port Richey, FL

2019 Jeep Renegade Trailhawk

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

2019 Jeep Renegade Trailhawk

New Port Richey, FL

UnscoredInsufficient · 0
$16,65568,186 mi

New Port Richey, FL

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

New Port Richey, FL

Fair PriceLimited · 18
$16,89478,524 mi

Market: $11,995 – $18,950

Comparison: 18 similar vehicles

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

New Port Richey, FL

2018 Jeep Grand Cherokee Altitude

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

2018 Jeep Grand Cherokee Altitude

New Port Richey, FL

UnscoredLimited · 7
$16,99965,952 mi

Comparison: 7 similar vehicles

New Port Richey, FL

2017 Jeep Wrangler Unlimited Rubicon Recon

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

2017 Jeep Wrangler Unlimited Rubicon Recon

New Port Richey, FL

UnscoredInsufficient · 0
$17,999130,210 mi

New Port Richey, FL

2020 Jeep Wrangler Unlimited Sport S

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

2020 Jeep Wrangler Unlimited Sport S

New Port Richey, FL

Fair PriceModerate · 42
$18,894108,896 mi

Market: $17,495 – $28,379

Comparison: 42 similar vehicles

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

New Port Richey, FL

2021 Jeep Cherokee Latitude Lux

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

2021 Jeep Cherokee Latitude Lux

New Port Richey, FL

UnscoredLimited · 7
$18,99540,173 mi

Comparison: 7 similar vehicles

New Port Richey, FL

2021 Jeep Cherokee Latitude Lux

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

2021 Jeep Cherokee Latitude Lux

New Port Richey, FL

UnscoredLimited · 5
$19,79963,252 mi

Comparison: 5 similar vehicles

New Port Richey, FL

2020 Jeep Wrangler Unlimited Sahara

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

2020 Jeep Wrangler Unlimited Sahara

New Port Richey, FL

UnscoredLimited · 8
$19,80099,762 mi

Comparison: 8 similar vehicles

New Port Richey, FL

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

New Port Richey, FL

UnscoredInsufficient · 0
$21,99950,920 mi

New Port Richey, FL

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

New Port Richey, FL

UnscoredLimited · 9
$22,00080,420 mi

Comparison: 9 similar vehicles

New Port Richey, FL

2019 Jeep Grand Cherokee Overland

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

2019 Jeep Grand Cherokee Overland

New Port Richey, FL

UnscoredLimited · 7
$23,37964,000 mi

Comparison: 7 similar vehicles

New Port Richey, FL

2015 Jeep Wrangler Unlimited Rubicon

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

2015 Jeep Wrangler Unlimited Rubicon

New Port Richey, FL

OverpricedLimited · 14
$23,99962,642 mi

Market: $19,496 – $20,691

Comparison: 14 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

New Port Richey, FL

2020 Jeep Wrangler Unlimited Sport S

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

2020 Jeep Wrangler Unlimited Sport S

New Port Richey, FL

Fair PriceModerate · 41
$24,39882,100 mi

Market: $17,495 – $28,379

Comparison: 41 similar vehicles

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

New Port Richey, FL

2023 Jeep Grand Cherokee Overland 4xe

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

2023 Jeep Grand Cherokee Overland 4xe

New Port Richey, FL

UnscoredInsufficient · 4
$24,99047,480 mi

Comparison: 4 similar vehicles

New Port Richey, FL

2022 Jeep Grand Cherokee L Altitude

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

2022 Jeep Grand Cherokee L Altitude

New Port Richey, FL

UnscoredInsufficient · 4
$25,00069,774 mi

Comparison: 4 similar vehicles

New Port Richey, FL

2018 Jeep Wrangler JK Unlimited Rubicon

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

2018 Jeep Wrangler JK Unlimited Rubicon

New Port Richey, FL

UnscoredInsufficient · 3
$25,39868,919 mi

Comparison: 3 similar vehicles

New Port Richey, FL

2023 Jeep Wrangler 2-Door Willys Sport

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

2023 Jeep Wrangler 2-Door Willys Sport

New Port Richey, FL

UnscoredInsufficient · 0
$25,63725,505 mi

New Port Richey, FL

2017 Jeep Wrangler Unlimited Smoky Mountain

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

2017 Jeep Wrangler Unlimited Smoky Mountain

New Port Richey, FL

UnscoredInsufficient · 0
$25,99954,477 mi

New Port Richey, FL

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

New Port Richey, FL

Great DealModerate · 29
$26,00085,579 mi

Market: $29,581 – $36,225

Comparison: 29 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 96 days listed (based on current market benchmarks)

New Port Richey, FL

2022 Jeep Wagoneer Series III

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

2022 Jeep Wagoneer Series III

New Port Richey, FL

UnscoredLimited · 9
$28,00095,600 mi

Comparison: 9 similar vehicles

New Port Richey, FL

2023 Jeep Wrangler 4-Door Sport S

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

2023 Jeep Wrangler 4-Door Sport S

New Port Richey, FL

Fair PriceLimited · 11
$28,39812,251 mi

Market: $26,588 – $32,387

Comparison: 11 similar vehicles

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

New Port Richey, FL

2023 Jeep Grand Cherokee Overland 4xe

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

2023 Jeep Grand Cherokee Overland 4xe

New Port Richey, FL

UnscoredInsufficient · 4
$28,99744,983 mi

Comparison: 4 similar vehicles

New Port Richey, FL

2024 Jeep Wrangler 4xe Rubicon 4XE

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

2024 Jeep Wrangler 4xe Rubicon 4XE

New Port Richey, FL

Fair PriceModerate · 30
$29,28739,208 mi

Market: $26,499 – $32,998

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

New Port Richey, FL

2023 Jeep Wrangler 4-Door Sport Altitude

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

2023 Jeep Wrangler 4-Door Sport Altitude

New Port Richey, FL

UnscoredInsufficient · 3
$30,63626,997 mi

Comparison: 3 similar vehicles

New Port Richey, FL

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

New Port Richey, FL

Fair PriceRobust · 149
$30,856Mileage not verified

Market: $23,750 – $38,070

Comparison: 149 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

New Port Richey, FL

2018 Jeep Wrangler JK Unlimited Rubicon Recon

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

2018 Jeep Wrangler JK Unlimited Rubicon Recon

New Port Richey, FL

OverpricedLimited · 15
$30,99963,595 mi

Market: $19,875 – $25,692

Comparison: 15 similar vehicles

Priced ~21% above the typical market range for similar vehicles (based on current market benchmarks)

New Port Richey, FL

2023 Jeep Grand Cherokee Summit 4xe

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

2023 Jeep Grand Cherokee Summit 4xe

New Port Richey, FL

UnscoredInsufficient · 0
$32,00028,344 mi

New Port Richey, FL

2026 Jeep Compass 85th Anniversary

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

2026 Jeep Compass 85th Anniversary

New Port Richey, FL

Fair PriceModerate · 41
$32,162Mileage not verified

Market: $29,156 – $36,130

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

New Port Richey, FL

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

New Port Richey, FL

UnscoredLimited · 7
$32,3983,540 mi

Comparison: 7 similar vehicles

New Port Richey, FL

2025 Jeep Grand Cherokee Altitude

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

2025 Jeep Grand Cherokee Altitude

New Port Richey, FL

Fair PriceLimited · 18
$32,39833,182 mi

Market: $29,889 – $34,976

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

New Port Richey, FL

2020 Jeep Gladiator Mojave

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

2020 Jeep Gladiator Mojave

New Port Richey, FL

UnscoredInsufficient · 0
$32,39824,598 mi

New Port Richey, FL

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

New Port Richey, FL

Fair PriceRobust · 149
$32,454Mileage not verified

Market: $23,750 – $38,070

Comparison: 149 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

New Port Richey, FL

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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