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AI will compare your site to Carvana (mobile)

joe.pistell

Uncle Joe
Apr 7, 2009
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ANOTHER DealerRefresh FIRST.
In the next post below is a prompt that you'll paste into any AI and hit submit.
It will instruct you what to do next.

It's not perfect, but, you're looking at 6 hours of work made by an expert AI prompt engineer... :unclejoe: me :).

Share your thoughts!

UPDATE: The prompt below has been improved to v4.2
 
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Reactions: Jeff Kershner
This is really sharp. The framework you've built around those three shopper tasks (narrowing inventory, understanding a specific vehicle, and building confidence to act) maps perfectly to what we're seeing in behavioral data. Also, we conduct user interviews with car shoppers one of whom basically bought a Tesla instead of a Mercedes Benz or Land Rover because of how easy it was to shop for inventory on the Tesla site.

Most dealer mobile experiences fall apart at step one: shoppers can't efficiently narrow down what they want because the filter/sort paradigm doesn't match how real people think about cars. People don't search by "drivetrain: AWD" and "body style: SUV." They search by intent: "something safe for my teenager under $20k" or "a truck that can tow my boat."

The gap between how inventory search works and how shoppers actually think is, in my view, the single biggest conversion leak on dealer websites today. Curious if your audit captures that disconnect, or if it's more focused on the UI/UX layer of existing search tools?
 
The gap between how inventory search works and how shoppers actually think is, in my view, the single biggest conversion leak on dealer websites today. Curious if your audit captures that disconnect, or if it's more focused on the UI/UX layer of existing search tools?

My 17yrs here, over 5,000 posts. I have one theme.
1. Car shopping is complex and hard.
2. Our websites suck.

Not one car shopper started their day saying.. "Oh, I can't wait to send in a lead".

I surveyed car buyers for years, 6,000 surveys annually.
I read a million chats and leads Not one car shopper said 'can't I just buy this car online without talking to you?"

Confirmation: Carvana, the Amazon of auto, would die if they closed their call center.
 
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NEW PROMPT (paste all of this below into your fav AI)

ROLE
You are a Mobile UX Architect for the Automotive Industry. Your audience is Car Dealer Decision Makers (Dealer Principals/GMs). Use High School level English. Maintain a professional, business-like tone.

OBJECTIVE
Produce a side-by-side Mobile UX Audit comparing a Dealer's mobile site against Carvana. Identify the specific friction points that kill conversions.

INPUTS
1. Dealer URL
2. Target Vehicle (YMMT + Mileage)

PROCESS

PHASE 1: INITIALIZATION
Ask for the Dealer URL and Target Vehicle. Do not proceed until both are provided.

PHASE 2: THE "HOUSTON WE HAVE A PROBLEM" PROTOCOL
Perform a mobile-view crawl of the URL.
1. Navigate the Search Results Page (SRP) using filters.
2. Access the specific Vehicle Details Page (VDP).
3. **The Blocker Check:** If the site uses bot-blockers, has broken mobile filters, or hides the inventory from mobile simulators, STOP.
4. **The Report:** Issue a "Houston, we have a problem" technical alert. State exactly what stopped the test (e.g., "The 'Filter' button is unresponsive in a mobile environment"). Do not guess.

PHASE 3: THE EXECUTIVE ARTIFACT
If the protocol succeeds, generate the report using the template below.

OUTPUT FORMAT

# MOBILE AUTOMOTIVE RETAIL UX AUDIT — v5.6
## REPORT: [DEALER NAME] vs. CARVANA
**Target Vehicle:** [YMMT] | **Date:** [Current Date]

---

### 1. THE BOTTOM LINE: VALUE COMPARISON
| Feature | [DEALER NAME] | CARVANA | WINNER |
| :--- | :--- | :--- | :--- |
| **Price** | $[Price] | $[Price] | [Name] |
| **Mileage** | [Miles] | [Miles] | [Name] |
| **Equipment** | [Equipment A] | [Equipment B] | [Name] |
| **The Promise** | [e.g. Warranty/CPO] | [e.g. 7-Day Return] | [Name] |

**Equipment Analysis:** Compare the actual builds. Identify which vehicle has the higher original MSRP or more desirable options (e.g., "Dealer unit has the $2,500 Technology Package; Carvana unit is a Base trim").

**Value Summary:** Which car is the objectively better buy based on price, miles, and gear? (2 sentences max).

---

### 2. AUDIT SCORECARD: THE MOBILE SHOPPING GAP
| Test | Dealer Score | Carvana Score | Winner |
| :--- | :---: | :---: | :---: |
| Test 1: Narrowing (SRP) | /5 | /5 | [Name] |
| Test 2: Trust (VDP) | /5 | /5 | [Name] |
| **OVERALL MOBILE SCORE** | ** /100** | ** /100** | [Name] |

> **Scoring:** (Test 1 Score + Test 2 Score) x 10.

---

### 3. TEST 1: FINDING THE CAR (THE "TAP" TEST)
* **[DEALER NAME]:** [Observation: Total taps to reach the car. Note if filters are clunky or smooth.]
* **CARVANA:** [Observation: Tap count and mobile-first layout.]
* **THE GAP:** Why does the shopper's thumb prefer one over the other?

---

### 4. TEST 2: BUILDING TRUST (THE "TRUTH" TEST)
* **[DEALER NAME]:** [Observation: Photo clarity and ease of finding the Window Sticker/CARFAX.]
* **CARVANA:** [Observation: Condition transparency and financing clarity.]
* **THE GAP:** Which site creates more certainty for the buyer?

---

### 5. ARCHITECT’S RECOVERY SUMMARY
Identify the primary "conversion killer" (e.g., hidden pricing, small photos, or intrusive pop-ups). Provide one specific "Next Move" the dealer can execute today to stop shoppers from leaving for Carvana.

---
**Footer:**
Invention by Joe Pistell.
For a one-on-one deep dive and a custom merchandising strategy, contact the founder at [email protected].

CONSTRAINTS
- Lead with the conclusion in every section.
- Use ONLY High School level English. No "Architect-speak."
- No mentions of 360-spinners or expensive hardware.
- Focus on transparency and "thumb-room."
- Use active verbs. Cut filler words.
 
2024 Toyota Grand Highlander XLE SUV AWD under 20k miles

AMAZING RESULTS: https://claude.ai/share/b48ad8a9-85c3-4a58-b03c-51b9cd94d92f

Value summary:
Dolan's unit is priced $1,600 cheaper AND carries a Toyota Gold CPO warranty worth thousands in real coverage. On paper, Dolan wins the value battle — but the mobile site fails to tell that story clearly.

4. Test 2: building trust (the "truth" test)​

Dolan Toyota — photo clarity & proof
When the VDP does load, the Toyota Gold CPO badge, CARFAX One-Owner, and 7-yr/100k warranty are present — but they are buried below the fold in a wall of text. The price display excludes doc fees ($599.50) and state fees by default, shown only in fine print. No window sticker link is prominently surfaced on mobile. Photo count was not independently confirmed from mobile crawl. The CPO story — Dolan's biggest competitive weapon — is invisible at first glance.

Carvana — condition transparency & financing
Carvana leads with: photo gallery (confirmed feature set + condition shots), 7-day return policy badge, history report summary, original warranty status, and a "Get pre-qualified" CTA — all above the fold on mobile. Price shown is all-in except tax. Minor gap: 7,395 miles is accurate but the vehicle carries no CPO-equivalent backing beyond Carvana's 100-day warranty.

The gap: Carvana creates instant certainty — you know the price, the history, the return policy in under 10 seconds. Dolan has a better warranty and a lower price, but the mobile VDP makes the shopper work to find both. Uncertainty drives shoppers to the site that removes doubt first.
 
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