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feat(post): How AI saved us thousands on a new car
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---
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layout: post
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title: How AI Saved Us Thousands on a New Car
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image: images/ai-car-negotiations/otd-price-negotiations.webp
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image-alt: Visualization of out-the-door price negotiations
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last_modified_at: 2025-02-01 17:00:00 -0700
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comments: false
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---
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We loved our 2011 Subaru Forester, but recently driving various rentals made us realize how far cars had come. My wife felt heated steering and it was game over.
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New car here we come.
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It took some time to decide which vehicle was right for us, but we ultimately settled on a hybrid SUV of a particular color.
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Now what?
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Drive to a dealer and negotiate? Call or email first? Visit multiple dealers since several have our vehicle? What exactly should we say given we have a trade-in as well as some payment flexibility? When is the best time?
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I turned to AI, specifically Anthropic's Claude 3.5 Sonnet, for strategy:
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<div class="ai-text-block" markdown="1">
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Let me help you develop a negotiation strategy for your purchase. Let's break this down systematically:
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Market Analysis:
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- Having 10 vehicles available across 3 dealerships gives you good leverage for negotiation
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- Hybrids generally have strong demand, but having multiple options suggests less scarcity pressure
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- Yours is a common color combination, which is good for negotiating as it's not a rare specification
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Pricing Strategy:
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- Target Price: You should aim for 3-5% below MSRP in the current market
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Negotiation Approach:
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1. Contact all 3 dealerships simultaneously:
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- Email each dealer requesting their best out-the-door (OTD) price
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- Mention you're contacting multiple dealers for the same vehicle
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- Don't mention your trade-in initially
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2. Trade-in strategy:
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- Get the vehicle price negotiated first
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- Only then discuss your trade-in
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- Consider selling your trade-in privately if dealers offer less than $1,500
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3. Specific tactics:
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- Request itemized pricing including all fees and taxes
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- If a dealer comes back with a good offer, use it to negotiate with others
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- Be ready to walk away - having multiple options is your strongest leverage
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- Consider end-of-month timing when dealers may be more motivated to meet sales targets
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</div>
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The conversation was more extensive and specific, but I've edited for brevity while retaining the essence.
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Following instructions, I kicked off the process by emailing 3 dealers on a Wednesday night near the end of the month, then over the next 2 days I adhered to Claude's strategy as much as possible.
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Here is how it went, visualized. Each point represents an out-the-door (OTD) price offer from one of the 3 dealers:
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<img src="/images/ai-car-negotiations/otd-price-negotiations.svg" alt="Visualization of out-the-door price negotiations" class="centered_img" />
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In the end we saved over $4K on the OTD price, including receiving a higher-than-expected $1500 for the trade-in.
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We're happy with the outcome, and even happier with the car.

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