Transparency Verdict
Jake Sweeney Mazda earns a B.
Mostly honest. Stay alert.
Fair on the big stuff, but there are small things to watch. Read the out-the-door carefully before you sign.
Strong confidence — based on 28 verified out-the-door quotes and 6 tracked negotiations · Cincinnati, OH
Collected Aug 1, 2025 – May 12, 2026 · Updated Jun 10, 2026
The full story
Why Jake Sweeney Mazda earned this grade
Between August 2025 and May 2026, CarEdge negotiated or logged 28 verified deals with this dealership. We pulled the doc fee, the add-ons, and the gap between advertised and out-the-door price from each one. Then we graded them the way a friend in the business would: on the things that actually cost you money.
✓ What they do well
3 thingsDoc fee is in line with the market
At $390, their doc fee sits at or just under the OH average. Not exceptional, but nothing to fight over.
The price you see is the price you get
Their quoted selling price almost exactly matches the advertised listing price. No mystery markup, no surprise "market adjustment."
Shoppers who negotiated saved real money
Across 6 back-and-forth negotiations we tracked here, buyers saved an average of $1,514 from first quote to final. That tells you their opening number has room.
TipNever take the first quote. Their floor is lower than what they offer on day one.
! Where to push back
1 thingAdd-ons are baked into almost every deal
64% of quotes include dealer add-ons, averaging $607. This is their business model — inflate the OTD, then hope you don't line-item it.
TipDemand an itemized quote before signing anything. Every add-on is optional — refuse them unless you actually want them.
28 verified OTD quotes from Jake Sweeney Mazda
Real out-the-door worksheets, not reviews. Click “View Quote” on any row to see the price breakdown.
Recent Quotes
Verified out-the-door prices from real transactions
11 vehicle transactions — 28 individual quotes
Most Common Add-ons
At a Glance
Tips for Jake Sweeney Mazda
- Minor add-ons (~$390) may appear. Ask what's included and if they can be removed.
- Doc fee ($390) is at or below national average. One less thing to negotiate.
- Dealer markup is about 1% below listing (excluding taxes). This dealer keeps fees very low.
- 28 quotes analyzed. This score is based on solid data.
On the lot right now
Separate from the grade above — this is what's currently listed. Useful for spotting aging stock with room to negotiate.
Current Inventory
View all 219 vehicles →$37,228
Median Price
67
Median Days Listed
23
Added This Week
Days on Market
How long vehicles have been listed. Older stock means more room to negotiate.
Nearby Rated Dealers
These dealers near Cincinnati have transparency scores based on verified pricing data.
Frequently Asked Questions
What is Jake Sweeney Mazda's doc fee?
Jake Sweeney Mazda charges a typical documentation fee of $390. The OH average is $392. This is based on 28 verified OTD quotes in our database.
Does Jake Sweeney Mazda add mandatory add-ons?
Jake Sweeney Mazda adds an average of $390 in dealer add-ons when present. Ask for an itemized breakdown and negotiate to remove non-essential items like paint protection, nitrogen tire fill, or VIN etching.
Is Jake Sweeney Mazda a good dealer?
Jake Sweeney Mazda has a transparency score of 88.1/100, earning a Grade B. This score is based on their doc fees, add-on behavior, dealer markup, and data quality from 28 verified OTD quotes. This is a well-above-average score, indicating transparent pricing practices.
How we know this
Every number on this page came from a real deal.
Most dealer review sites scrape star ratings and count angry posts. We do the opposite. CarEdge shops for cars alongside thousands of real buyers every week — and when we negotiate on their behalf, we capture the full out-the-door breakdown the dealer sends back.
For Jake Sweeney Mazda in Cincinnati, OH, that has meant 28 verified OTD quotes across 6 negotiated deals logged into our database. Each one is a PDF, an email, or a screenshot showing the actual doc fee, the actual add-ons, and the actual final price — not a salesperson's promise.
Fee Transparency
30%Is the doc fee reasonable, or is it just profit? We compare it against the state average — and the legal cap, where one exists.
Add-on Behavior
30%How often does the dealer try to stick on paint protection, theft deterrent, or nitrogen tires? And when they do, how much do they cost you?
Price Accuracy
30%Does the advertised listing price match what you'd actually sign for? We flag dealers whose out-the-door diverges from the listing.
Data Quality
10%More data = more trustworthy grade. Dealers with lots of recent, complete quotes score higher for consistency.
The four numbers behind the grade
Weighted ScoreThe raw component scores — the math that led to B.
Doc Fee Comparison
Pulled 28 quote records · Grades update as new data comes in · Dealers cannot pay to change their score.
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