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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 24, 2026

6M+

Unique vehicles analyzed

as of October 23, 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

76 listings found

2021 Mercedes-Benz GLE GLE350

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

2021 Mercedes-Benz GLE GLE350

Hanover, MA

Fair PriceLimited · 12
$29,90070,153 mi

Market: $27,591 – $32,900

Comparison: 12 similar vehicles

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

Hanover, MA

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Hanover, MA

Fair PriceRobust · 269
$49,855Mileage not verified

Market: $45,853 – $62,259

Comparison: 269 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Hanover, MA

Fair PriceRobust · 269
$49,995Mileage not verified

Market: $45,853 – $62,259

Comparison: 269 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 247 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$50,610Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$50,610Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLA 250

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

2026 Mercedes-Benz GLA 250

Hanover, MA

Fair PriceRobust · 269
$50,805Mileage not verified

Market: $45,853 – $62,259

Comparison: 269 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$51,670Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$51,685Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$51,700Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$52,615Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 237 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$52,700Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$52,750Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$52,845Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$52,925Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$52,930Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$53,110Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$53,350Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$53,560Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 279 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$54,060213 mi

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 348 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz C-Class Sedan C 300

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

2026 Mercedes-Benz C-Class Sedan C 300

Hanover, MA

Fair PriceRobust · 145
$54,565Mileage not verified

Market: $52,792 – $64,399

Comparison: 145 similar vehicles

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

Hanover, MA

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Hanover, MA

Fair PriceRobust · 331
$54,675Mileage not verified

Market: $49,457 – $59,790

Comparison: 331 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz C-Class Sedan C 300

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

2026 Mercedes-Benz C-Class Sedan C 300

Hanover, MA

Fair PriceRobust · 145
$56,900Mileage not verified

Market: $52,792 – $64,399

Comparison: 145 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Hanover, MA

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 393
$57,085Mileage not verified

Market: $56,819 – $85,590

Comparison: 393 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Hanover, MA

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 393
$57,085Mileage not verified

Market: $56,819 – $85,590

Comparison: 393 similar vehicles

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

Hanover, MA

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 393
$57,835Mileage not verified

Market: $56,819 – $85,590

Comparison: 393 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Hanover, MA

2027 Mercedes-Benz CLA Base

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

2027 Mercedes-Benz CLA Base

Hanover, MA

Fair PriceRobust · 65
$57,900Mileage not verified

Market: $45,945 – $66,105

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz C-Class Sedan C 300

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

2026 Mercedes-Benz C-Class Sedan C 300

Hanover, MA

Fair PriceRobust · 145
$58,285Mileage not verified

Market: $52,792 – $64,399

Comparison: 145 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz C-Class Sedan C 300

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

2026 Mercedes-Benz C-Class Sedan C 300

Hanover, MA

Fair PriceRobust · 145
$58,800Mileage not verified

Market: $52,792 – $64,399

Comparison: 145 similar vehicles

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

Hanover, MA

2026 Mercedes-Benz C-Class Sedan C 300

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

2026 Mercedes-Benz C-Class Sedan C 300

Hanover, MA

Fair PriceRobust · 145
$58,815Mileage not verified

Market: $52,792 – $64,399

Comparison: 145 similar vehicles

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

Hanover, MA

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 393
$59,435Mileage not verified

Market: $56,819 – $85,590

Comparison: 393 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz Sprinter Cargo Van Base

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

2026 Mercedes-Benz Sprinter Cargo Van Base

Hanover, MA

Fair PriceRobust · 376
$59,735Mileage not verified

Market: $53,243 – $99,811

Comparison: 376 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 377 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLC Base

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

2026 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 426
$59,985Mileage not verified

Market: $54,360 – $66,710

Comparison: 426 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 290 days listed (based on current market benchmarks)

Hanover, MA

2027 Mercedes-Benz Unknown

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

2027 Mercedes-Benz Unknown

Hanover, MA

UnscoredInsufficient · 0
$60,258Mileage not verified

Hanover, MA

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 393
$60,635Mileage not verified

Market: $56,819 – $85,590

Comparison: 393 similar vehicles

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

Hanover, MA

2026 Mercedes-Benz GLC Base

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

2026 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 426
$61,050Mileage not verified

Market: $54,360 – $66,710

Comparison: 426 similar vehicles

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

Hanover, MA

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 393
$62,285Mileage not verified

Market: $56,819 – $85,590

Comparison: 393 similar vehicles

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

Hanover, MA

2026 Mercedes-Benz GLC Base

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

2026 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 426
$62,400Mileage not verified

Market: $54,360 – $66,710

Comparison: 426 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 396 days listed (based on current market benchmarks)

Hanover, MA

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 393
$63,085Mileage not verified

Market: $56,819 – $85,590

Comparison: 393 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Hanover, MA

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 393
$63,235Mileage not verified

Market: $56,819 – $85,590

Comparison: 393 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Hanover, MA

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 393
$64,035Mileage not verified

Market: $56,819 – $85,590

Comparison: 393 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLC Base

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

2026 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 426
$64,085Mileage not verified

Market: $54,360 – $66,710

Comparison: 426 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 288 days listed (based on current market benchmarks)

Hanover, MA

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 393
$64,235Mileage not verified

Market: $56,819 – $85,590

Comparison: 393 similar vehicles

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

Hanover, MA

2026 Mercedes-Benz Sprinter Cargo Van Base

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

2026 Mercedes-Benz Sprinter Cargo Van Base

Hanover, MA

Fair PriceRobust · 376
$64,259Mileage not verified

Market: $53,243 – $99,811

Comparison: 376 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 221 days listed (based on current market benchmarks)

Hanover, MA

2027 Mercedes-Benz GLC Base

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

2027 Mercedes-Benz GLC Base

Hanover, MA

Fair PriceRobust · 393
$64,435Mileage not verified

Market: $56,819 – $85,590

Comparison: 393 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Hanover, MA

2026 Mercedes-Benz GLA AMG GLA 35

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

2026 Mercedes-Benz GLA AMG GLA 35

Hanover, MA

Fair PriceLimited · 12
$64,635Mileage not verified

Market: $60,434 – $71,719

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 332 days listed (based on current market benchmarks)

Hanover, MA

2027 Mercedes-Benz Unknown

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

2027 Mercedes-Benz Unknown

Hanover, MA

UnscoredInsufficient · 0
$65,270Mileage not verified

Hanover, MA

2025 Mercedes-Benz GLC Coupe Base

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

2025 Mercedes-Benz GLC Coupe Base

Hanover, MA

UnscoredInsufficient · 0
$66,650Mileage not verified

Hanover, MA

2027 Mercedes-Benz GLC Coupe Base

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

2027 Mercedes-Benz GLC Coupe Base

Hanover, MA

Fair PriceRobust · 94
$67,760Mileage not verified

Market: $66,620 – $75,780

Comparison: 94 similar vehicles

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

Hanover, MA

2027 Mercedes-Benz CLE 300

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

2027 Mercedes-Benz CLE 300

Hanover, MA

Fair PriceModerate · 43
$68,535Mileage not verified

Market: $66,900 – $80,340

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Hanover, MA

2027 Mercedes-Benz GLC Coupe Base

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

2027 Mercedes-Benz GLC Coupe Base

Hanover, MA

Fair PriceRobust · 94
$68,595Mileage not verified

Market: $66,620 – $75,780

Comparison: 94 similar vehicles

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

Hanover, MA

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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