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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 21, 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

53 listings found

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Ridgecrest, CA

Fair PriceModerate · 28
$9,170111,275 mi

Market: $3,999 – $17,630

Comparison: 28 similar vehicles

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

Ridgecrest, CA

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Ridgecrest, CA

UnscoredRobust · 51
$11,170132,678 mi

Comparison: 51 similar vehicles

Ridgecrest, CA

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Ridgecrest, CA

Fair PriceLimited · 11
$12,17099,087 mi

Market: $6,995 – $14,999

Comparison: 11 similar vehicles

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

Ridgecrest, CA

2014 Cadillac SRX Premium Collection

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

2014 Cadillac SRX Premium Collection

Ridgecrest, CA

UnscoredLimited · 7
$12,170108,296 mi

Comparison: 7 similar vehicles

Ridgecrest, CA

2012 Mercedes-Benz GL-Class GL450

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

2012 Mercedes-Benz GL-Class GL450

Ridgecrest, CA

UnscoredLimited · 6
$12,73597,437 mi

Comparison: 6 similar vehicles

Ridgecrest, CA

2015 Audi Q7 Premium Plus

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

2015 Audi Q7 Premium Plus

Ridgecrest, CA

UnscoredLimited · 9
$13,73590,468 mi

Comparison: 9 similar vehicles

Ridgecrest, CA

2013 Toyota RAV4 XLE

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

2013 Toyota RAV4 XLE

Ridgecrest, CA

UnscoredModerate · 31
$13,735125,791 mi

Comparison: 31 similar vehicles

Ridgecrest, CA

2017 Jeep Grand Cherokee Laredo

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

2017 Jeep Grand Cherokee Laredo

Ridgecrest, CA

Fair PriceLimited · 15
$16,17082,209 mi

Market: $9,791 – $17,548

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 278 days listed (based on current market benchmarks)

Ridgecrest, CA

2019 Ford Explorer Limited

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

2019 Ford Explorer Limited

Ridgecrest, CA

Fair PriceLimited · 18
$20,17585,131 mi

Market: $8,950 – $20,990

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Ridgecrest, CA

2020 Acura MDX Technology Package

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

2020 Acura MDX Technology Package

Ridgecrest, CA

Fair PriceModerate · 33
$23,17086,842 mi

Market: $17,995 – $28,998

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Ridgecrest, CA

2024 Ford Escape Active

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

2024 Ford Escape Active

Ridgecrest, CA

Fair PriceModerate · 21
$25,08055,588 mi

Market: $15,610 – $88,866

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Ridgecrest, CA

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Ridgecrest, CA

OverpricedRobust · 57
$25,08052,434 mi

Market: $17,431 – $24,957

Comparison: 57 similar vehicles

Ridgecrest, CA

2026 Toyota Corolla Cross L

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

2026 Toyota Corolla Cross L

Ridgecrest, CA

Fair PriceRobust · 270
$27,521Mileage not verified

Market: $27,052 – $31,386

Comparison: 270 similar vehicles

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

Ridgecrest, CA

2026 Toyota Corolla Cross LE

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

2026 Toyota Corolla Cross LE

Ridgecrest, CA

Fair PriceRobust · 664
$30,105Mileage not verified

Market: $28,266 – $35,411

Comparison: 664 similar vehicles

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

Ridgecrest, CA

2017 Toyota Sequoia Platinum

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

2017 Toyota Sequoia Platinum

Ridgecrest, CA

Salvage title
$32,17064,675 mi

Ridgecrest, CA

2026 Toyota RAV4 LE

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

2026 Toyota RAV4 LE

Ridgecrest, CA

Fair PriceRobust · 1393
$34,321Mileage not verified

Market: $33,495 – $41,937

Comparison: 1393 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Ridgecrest, CA

2026 Toyota Corolla Cross SE

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

2026 Toyota Corolla Cross SE

Ridgecrest, CA

Fair PriceModerate · 23
$35,711Mileage not verified

Market: $33,835 – $38,295

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Ridgecrest, CA

2026 Toyota RAV4 LE

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

2026 Toyota RAV4 LE

Ridgecrest, CA

Fair PriceRobust · 1393
$36,236Mileage not verified

Market: $33,495 – $41,937

Comparison: 1393 similar vehicles

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

Ridgecrest, CA

2026 Toyota C-HR SE

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

2026 Toyota C-HR SE

Ridgecrest, CA

Fair PriceRobust · 268
$38,866Mileage not verified

Market: $37,947 – $43,268

Comparison: 268 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

Ridgecrest, CA

2026 Toyota RAV4 XLE

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

2026 Toyota RAV4 XLE

Ridgecrest, CA

Fair PriceRobust · 2508
$39,695Mileage not verified

Market: $37,695 – $49,560

Comparison: 2508 similar vehicles

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

Ridgecrest, CA

2026 Toyota bZ XLE

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

2026 Toyota bZ XLE

Ridgecrest, CA

Fair PriceRobust · 244
$40,110Mileage not verified

Market: $36,617 – $47,347

Comparison: 244 similar vehicles

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

Ridgecrest, CA

2026 Toyota C-HR XSE

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

2026 Toyota C-HR XSE

Ridgecrest, CA

Fair PriceRobust · 97
$41,951Mileage not verified

Market: $40,959 – $46,703

Comparison: 97 similar vehicles

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

Ridgecrest, CA

2026 Toyota C-HR XSE

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

2026 Toyota C-HR XSE

Ridgecrest, CA

Fair PriceRobust · 97
$42,551Mileage not verified

Market: $40,959 – $46,703

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 220 days listed (based on current market benchmarks)

Ridgecrest, CA

2026 Toyota RAV4 XLE

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

2026 Toyota RAV4 XLE

Ridgecrest, CA

Fair PriceRobust · 2508
$42,801Mileage not verified

Market: $37,695 – $49,560

Comparison: 2508 similar vehicles

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

Ridgecrest, CA

2026 Toyota RAV4 Woodland

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

2026 Toyota RAV4 Woodland

Ridgecrest, CA

UnscoredLimited · 5
$43,412Mileage not verified

Comparison: 5 similar vehicles

Ridgecrest, CA

2026 Toyota RAV4 Woodland

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

2026 Toyota RAV4 Woodland

Ridgecrest, CA

UnscoredLimited · 5
$43,716Mileage not verified

Comparison: 5 similar vehicles

Ridgecrest, CA

2026 Toyota RAV4 Woodland

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

2026 Toyota RAV4 Woodland

Ridgecrest, CA

UnscoredLimited · 5
$43,847Mileage not verified

Comparison: 5 similar vehicles

Ridgecrest, CA

2026 Toyota RAV4 Woodland

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

2026 Toyota RAV4 Woodland

Ridgecrest, CA

UnscoredLimited · 5
$44,137Mileage not verified

Comparison: 5 similar vehicles

Ridgecrest, CA

2026 Toyota RAV4 Woodland

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

2026 Toyota RAV4 Woodland

Ridgecrest, CA

UnscoredLimited · 5
$44,396Mileage not verified

Comparison: 5 similar vehicles

Ridgecrest, CA

2026 Toyota RAV4 Woodland

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

2026 Toyota RAV4 Woodland

Ridgecrest, CA

UnscoredLimited · 5
$44,592Mileage not verified

Comparison: 5 similar vehicles

Ridgecrest, CA

2026 Toyota RAV4 Plug-in Hybrid SE

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

2026 Toyota RAV4 Plug-in Hybrid SE

Ridgecrest, CA

Fair PriceRobust · 581
$44,801Mileage not verified

Market: $42,379 – $49,101

Comparison: 581 similar vehicles

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

Ridgecrest, CA

2026 Toyota RAV4 Plug-in Hybrid SE

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

2026 Toyota RAV4 Plug-in Hybrid SE

Ridgecrest, CA

Fair PriceRobust · 581
$45,701Mileage not verified

Market: $42,379 – $49,101

Comparison: 581 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Ridgecrest, CA

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Ridgecrest, CA

Fair PriceRobust · 925
$45,885Mileage not verified

Market: $34,767 – $48,697

Comparison: 925 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Ridgecrest, CA

2026 Toyota bZ Woodland

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

2026 Toyota bZ Woodland

Ridgecrest, CA

Fair PriceRobust · 566
$46,891Mileage not verified

Market: $43,087 – $51,803

Comparison: 566 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Ridgecrest, CA

2026 Toyota 4Runner SR5

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

2026 Toyota 4Runner SR5

Ridgecrest, CA

Fair PriceRobust · 387
$47,750Mileage not verified

Market: $45,345 – $58,149

Comparison: 387 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Ridgecrest, CA

2026 Toyota RAV4 Plug-in Hybrid Woodland

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

2026 Toyota RAV4 Plug-in Hybrid Woodland

Ridgecrest, CA

Fair PriceRobust · 65
$47,772Mileage not verified

Market: $47,017 – $52,502

Comparison: 65 similar vehicles

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

Ridgecrest, CA

2026 Toyota RAV4 Plug-in Hybrid Woodland

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

2026 Toyota RAV4 Plug-in Hybrid Woodland

Ridgecrest, CA

Fair PriceRobust · 65
$47,772Mileage not verified

Market: $47,017 – $52,502

Comparison: 65 similar vehicles

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

Ridgecrest, CA

2026 Toyota 4Runner SR5

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

2026 Toyota 4Runner SR5

Ridgecrest, CA

Fair PriceRobust · 387
$49,114Mileage not verified

Market: $45,345 – $58,149

Comparison: 387 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Ridgecrest, CA

2026 Toyota Grand Highlander XLE

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

2026 Toyota Grand Highlander XLE

Ridgecrest, CA

Fair PriceRobust · 484
$49,190Mileage not verified

Market: $45,660 – $62,567

Comparison: 484 similar vehicles

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

Ridgecrest, CA

2026 Toyota Grand Highlander XLE

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

2026 Toyota Grand Highlander XLE

Ridgecrest, CA

Fair PriceRobust · 484
$51,313Mileage not verified

Market: $45,660 – $62,567

Comparison: 484 similar vehicles

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

Ridgecrest, CA

2026 Toyota Crown Signia Limited

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

2026 Toyota Crown Signia Limited

Ridgecrest, CA

Fair PriceRobust · 332
$53,036Mileage not verified

Market: $48,399 – $57,693

Comparison: 332 similar vehicles

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

Ridgecrest, CA

2026 Toyota Crown Signia Limited

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

2026 Toyota Crown Signia Limited

Ridgecrest, CA

Fair PriceRobust · 332
$54,155Mileage not verified

Market: $48,399 – $57,693

Comparison: 332 similar vehicles

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

Ridgecrest, CA

2026 Toyota Highlander Platinum

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

2026 Toyota Highlander Platinum

Ridgecrest, CA

Fair PriceRobust · 245
$57,884Mileage not verified

Market: $56,529 – $63,710

Comparison: 245 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Ridgecrest, CA

2026 Toyota Highlander Platinum

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

2026 Toyota Highlander Platinum

Ridgecrest, CA

Fair PriceRobust · 245
$57,884Mileage not verified

Market: $56,529 – $63,710

Comparison: 245 similar vehicles

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

Ridgecrest, CA

2025 Ford Expedition Active

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

2025 Ford Expedition Active

Ridgecrest, CA

Fair PriceRobust · 151
$58,83029,362 mi

Market: $41,961 – $62,995

Comparison: 151 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Ridgecrest, CA

2026 Toyota Highlander Platinum

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

2026 Toyota Highlander Platinum

Ridgecrest, CA

Fair PriceRobust · 245
$59,634Mileage not verified

Market: $56,529 – $63,710

Comparison: 245 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Ridgecrest, CA

2026 Toyota 4Runner TRD Off-Road Premium

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

2026 Toyota 4Runner TRD Off-Road Premium

Ridgecrest, CA

Fair PriceRobust · 330
$63,496Mileage not verified

Market: $57,591 – $78,713

Comparison: 330 similar vehicles

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

Ridgecrest, CA

2026 Ford Bronco 4-Door Badlands

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

2026 Ford Bronco 4-Door Badlands

Ridgecrest, CA

Fair PriceRobust · 1409
$65,137Mileage not verified

Market: $48,132 – $102,829

Comparison: 1409 similar vehicles

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

Ridgecrest, CA

2026 Ford Bronco 4-Door Badlands

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

2026 Ford Bronco 4-Door Badlands

Ridgecrest, CA

Fair PriceRobust · 1409
$66,547Mileage not verified

Market: $48,132 – $102,829

Comparison: 1409 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Ridgecrest, CA

2026 Ford Bronco 4-Door Badlands

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

2026 Ford Bronco 4-Door Badlands

Ridgecrest, CA

Fair PriceRobust · 1410
$68,377Mileage not verified

Market: $48,132 – $102,829

Comparison: 1410 similar vehicles

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

Ridgecrest, 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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