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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

52 listings found

2017 Mercedes-Benz E-Class E300

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

2017 Mercedes-Benz E-Class E300

Scarborough, ME

UnscoredInsufficient · 4
$20,68388,925 mi

Comparison: 4 similar vehicles

Scarborough, ME

2024 Mercedes-Benz EQB Base

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

2024 Mercedes-Benz EQB Base

Scarborough, ME

UnscoredInsufficient · 0
$34,95222,214 mi

Scarborough, ME

2025 Mercedes-Benz GLC Base

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

2025 Mercedes-Benz GLC Base

Scarborough, ME

Fair PriceLimited · 10
$45,21321,389 mi

Market: $38,990 – $51,408

Comparison: 10 similar vehicles

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

Scarborough, ME

2024 Mercedes-Benz GLE GLE350

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

2024 Mercedes-Benz GLE GLE350

Scarborough, ME

UnscoredLimited · 5
$46,17946,214 mi

Comparison: 5 similar vehicles

Scarborough, ME

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

Scarborough, ME

Fair PriceLimited · 10
$46,3232,240 mi

Market: $47,021 – $52,774

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 437 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceLimited · 10
$47,3263,287 mi

Market: $46,323 – $52,774

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 436 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$48,795Mileage not verified

Market: $49,395 – $54,755

Comparison: 23 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 115 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$50,275Mileage not verified

Market: $48,795 – $54,755

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceRobust · 118
$50,300Mileage not verified

Market: $45,945 – $69,310

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$51,335Mileage not verified

Market: $48,795 – $54,755

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$51,335Mileage not verified

Market: $48,795 – $54,755

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$51,510Mileage not verified

Market: $48,795 – $54,755

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$51,805Mileage not verified

Market: $48,795 – $54,755

Comparison: 23 similar vehicles

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

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$52,270Mileage not verified

Market: $48,795 – $54,755

Comparison: 23 similar vehicles

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

Scarborough, ME

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

Scarborough, ME

Fair PriceLimited · 10
$52,4657,611 mi

Market: $46,323 – $52,774

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 437 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$52,730Mileage not verified

Market: $48,795 – $54,755

Comparison: 23 similar vehicles

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

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$52,745Mileage not verified

Market: $48,795 – $54,755

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 239 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 22
$52,755Mileage not verified

Market: $50,130 – $59,790

Comparison: 22 similar vehicles

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

Scarborough, ME

2023 Mercedes-Benz GLS GLS450

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

2023 Mercedes-Benz GLS GLS450

Scarborough, ME

UnscoredLimited · 9
$53,35250,169 mi

Comparison: 9 similar vehicles

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 22
$54,105Mileage not verified

Market: $50,130 – $59,790

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 22
$54,7805,409 mi

Market: $50,130 – $59,790

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 27
$55,280Mileage not verified

Market: $55,365 – $67,725

Comparison: 27 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 138 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 22
$55,965Mileage not verified

Market: $50,130 – $59,790

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 212 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

UnscoredInsufficient · 0
$58,11510,979 mi

Scarborough, ME

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

Scarborough, ME

Fair PriceLimited · 19
$58,140Mileage not verified

Market: $53,745 – $63,340

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 27
$58,2255,592 mi

Market: $55,280 – $67,725

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 213 days listed (based on current market benchmarks)

Scarborough, ME

2026 Mercedes-Benz CLA 250

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

2026 Mercedes-Benz CLA 250

Scarborough, ME

UnscoredInsufficient · 3
$58,8455,820 mi

Comparison: 3 similar vehicles

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 27
$59,140Mileage not verified

Market: $55,280 – $67,725

Comparison: 27 similar vehicles

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

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 27
$59,825Mileage not verified

Market: $55,280 – $67,725

Comparison: 27 similar vehicles

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

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$60,335Mileage not verified

Market: $56,595 – $67,270

Comparison: 23 similar vehicles

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

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 27
$60,4153,335 mi

Market: $55,280 – $67,725

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 331 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 27
$60,875Mileage not verified

Market: $55,280 – $67,725

Comparison: 27 similar vehicles

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

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$61,430Mileage not verified

Market: $56,595 – $67,270

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceLimited · 19
$61,465Mileage not verified

Market: $53,745 – $63,340

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceLimited · 19
$61,775Mileage not verified

Market: $53,745 – $63,340

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$62,010Mileage not verified

Market: $56,595 – $67,270

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$62,180Mileage not verified

Market: $56,595 – $67,270

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceLimited · 19
$62,525Mileage not verified

Market: $53,745 – $63,340

Comparison: 19 similar vehicles

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

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 27
$63,475Mileage not verified

Market: $55,280 – $67,725

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceModerate · 23
$65,975Mileage not verified

Market: $56,595 – $67,270

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Scarborough, ME

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

Scarborough, ME

Fair PriceRobust · 146
$68,075Mileage not verified

Market: $65,555 – $75,780

Comparison: 146 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Scarborough, ME

2027 Mercedes-Benz GLE GLE350

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

2027 Mercedes-Benz GLE GLE350

Scarborough, ME

UnscoredLimited · 9
$80,915Mileage not verified

Comparison: 9 similar vehicles

Scarborough, ME

2027 Mercedes-Benz GLE GLE450

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

2027 Mercedes-Benz GLE GLE450

Scarborough, ME

UnscoredLimited · 7
$82,335Mileage not verified

Comparison: 7 similar vehicles

Scarborough, ME

2027 Mercedes-Benz GLE GLE450

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

2027 Mercedes-Benz GLE GLE450

Scarborough, ME

UnscoredLimited · 7
$82,865Mileage not verified

Comparison: 7 similar vehicles

Scarborough, ME

2026 Mercedes-Benz GLE GLE450

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

2026 Mercedes-Benz GLE GLE450

Scarborough, ME

UnscoredLimited · 5
$83,360Mileage not verified

Comparison: 5 similar vehicles

Scarborough, ME

2026 Mercedes-Benz GLE GLE350

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

2026 Mercedes-Benz GLE GLE350

Scarborough, ME

Fair PriceLimited · 16
$83,645Mileage not verified

Market: $69,450 – $85,595

Comparison: 16 similar vehicles

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

Scarborough, ME

2026 Mercedes-Benz GLE Coupe GLE450

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

2026 Mercedes-Benz GLE Coupe GLE450

Scarborough, ME

Fair PriceModerate · 41
$84,725Mileage not verified

Market: $79,259 – $101,300

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 174 days listed (based on current market benchmarks)

Scarborough, ME

2027 Mercedes-Benz E-Class E450 All-Terrain

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

2027 Mercedes-Benz E-Class E450 All-Terrain

Scarborough, ME

Fair PriceModerate · 36
$91,530Mileage not verified

Market: $83,170 – $95,430

Comparison: 36 similar vehicles

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

Scarborough, ME

2026 Mercedes-Benz GLS Base

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

2026 Mercedes-Benz GLS Base

Scarborough, ME

UnscoredInsufficient · 4
$102,515Mileage not verified

Comparison: 4 similar vehicles

Scarborough, ME

2027 Mercedes-Benz GLE AMG GLE 53

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

2027 Mercedes-Benz GLE AMG GLE 53

Scarborough, ME

Fair PriceRobust · 73
$104,210Mileage not verified

Market: $97,595 – $117,890

Comparison: 73 similar vehicles

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

Scarborough, ME

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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