📰 Media Resources

Press Kit &
Media Center

Everything journalists, analysts, and media partners need to cover TestDrive AI accurately and compellingly. For press inquiries, contact press@testdrive.com — we respond within one business day.

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About TestDrive AI

Standard Boilerplate (for press use)

TestDrive AI is the world's first AI-native automotive retail platform, connecting car buyers and dealerships through intelligent conversational experiences. Powered by the TD Engine™ — a proprietary large language model trained on 50 million vehicle transactions — TestDrive AI delivers 60% close rates on AI-matched test drives versus a 23% industry average, while reducing dealer customer acquisition costs by more than 50%. Founded in 2023 and headquartered in Austin, Texas, the company is expanding nationally across the $645.66B U.S. automotive retail market.

Fast Facts

Founded 2023, Austin, Texas
Core Product TD Engine™ v2.4
Market $645.66B US Auto Retail
Close Rate 60% (vs. 23% industry avg)
CAC Reduction 50%+ for pilot dealers
Pilot Dealers 25+ active deployments
Stage Live Beta
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Key Statistics

Verified metrics from live pilot deployments and independent market research.

$645.66B
Total Addressable Market
US automotive retail TAM (Cox Automotive, 2024)
60%
Close Rate
AI-matched test drives vs. 23% industry baseline
50%+
CAC Reduction
Customer acquisition cost savings for pilot dealers
83%
Consumer Demand
Car buyers who expect AI assistance in the buying process

Press Releases

Official announcements and news from TestDrive AI headquarters.

PRESS RELEASE February 2026

TestDrive AI Launches Live Beta with 25+ Dealer Partners Across Texas

TestDrive AI today announced the launch of its full platform live beta, with 25 or more certified dealer partners now actively using the TD Engine™ to qualify and book test drives. The platform has processed thousands of buyer interactions across the Austin and Houston metropolitan areas, recording an average close rate of 60% on AI-matched test drives — more than 2.5× the automotive retail industry average of 23%.

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PRODUCT UPDATE December 2024

Pilot Results: 60% Close Rate Confirmed Across Five Dealer Groups

Independent analysis of Q4 2024 pilot data confirms TestDrive AI-powered test drives close at 60% — more than 2.5× the automotive retail industry average. The analysis covered five dealer groups across two Texas metros and more than 400 individual buyer interactions. Dealer customer acquisition costs dropped by an average of 52% compared to their previous digital advertising benchmarks.

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PRODUCT UPDATE September 2024

TD Engine™ v2.0 Introduces Real-Time VIN Matching and Live Financing

TestDrive AI released TD Engine™ version 2.0, adding VIN-level vehicle specification matching, live financing pre-qualification, and AI-powered trade-in estimation to its core conversational interface. The update also introduced the platform's multi-step lead qualification flow, enabling dealers to receive scored, pre-vetted buyer profiles before each test drive appointment.

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COMPANY NEWS Q3 2024

TestDrive AI Achieves Product-Market Fit with 15 Live Dealer Deployments

After expanding from 5 to 15 active dealer deployments, TestDrive AI confirmed product-market fit with consistent 60% close rates and greater than 50% customer acquisition cost reduction across all active partners. The company also announced a seed extension to accelerate national expansion planning.

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Story Ideas for Journalists

Compelling narrative angles and data-backed stories we can support with expert access and original data.

Story Angle

The AI Closing Cars at 60%

How a conversational AI trained on 50M vehicle transactions is outperforming human salespeople — without replacing them.

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The $645B Market Nobody Has Cracked with AI

Auto retail is the 3rd-largest consumer industry. AI penetration is under 3%. Why has this been so hard — and why is TestDrive AI changing that now?

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The Qualified Lead Revolution

How AI pre-screening, credit scoring, and behavioral intent signals are turning low-quality internet leads into verified, ready-to-buy buyers.

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24/7 AI Sales: The Dealer Who Never Sleeps

73% of car-buying research happens outside business hours. TestDrive AI answers at 2am — and books the appointment for Monday.

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Test Drives by ZIP Code

How location intelligence and dealer partnerships are making it possible to book a test drive in under 60 seconds, anywhere in Texas.

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EV Adoption Through Conversational AI

How AI-guided EV comparisons, range calculators, and charging-cost analysis are converting hesitant buyers into EV owners.

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Leadership Team

Available for interviews, panels, and expert commentary on AI in automotive retail.

Co-Founder & Chief Executive Officer
TestDrive AI, Austin TX
Available for: executive interviews, keynote speaking, investor panels, AI & automotive commentary
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Co-Founder & Chief Technology Officer
TestDrive AI, Austin TX
Available for: technical deep-dives, AI architecture interviews, product demos, engineering panels
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Company Timeline

Key milestones from founding to present.

Q1 2023
Founded

Company founded in Austin, Texas. First lines of TD Engine™ code written. Mission: make AI the operating system of automotive retail.

Q3 2023
Pre-Seed Closed

Raised initial funding from automotive industry angels. Core AI pipeline and NLP architecture completed.

Q1 2024
Pilot Launch

First 5 dealer deployments go live in Austin and Houston. Initial close rate data: 47% — already 2× industry average.

Q3 2024
Product-Market Fit

15 active dealer partners. Close rate reaches 60%. 50%+ CAC reduction confirmed. Seed extension closed.

Q4 2024
60% Close Rate Confirmed

Independent Q4 2024 analysis confirms 60% close rate across five dealer groups. TestDrive AI named in three industry research reports.

Sep 2024
TD Engine™ v2.0

VIN-level matching, live financing pre-qualification, AI trade-in estimation, and multi-step lead scoring deployed.

Feb 2026
Live Beta — 25+ Dealers

Full platform live beta. 25+ certified dealer partners. TD Engine™ v2.4 active. National expansion underway.

Media FAQ

Common questions from journalists and analysts — answered for accurate reporting.

The TD Engine™ is TestDrive AI's proprietary automotive large language model (LLM), trained on more than 50 million vehicle transactions, VIN-level specifications, financing data, and dealer inventory feeds. It powers conversational AI across the buyer journey — from initial vehicle discovery through financing pre-qualification to test drive scheduling. Unlike general-purpose AI, the TD Engine™ is purpose-built for automotive retail.
TestDrive AI earns a $150 referral fee from partnered dealerships for each qualified test drive lead. A "qualified lead" is a buyer who has been AI-screened for purchase intent, pre-qualified for financing based on their credit profile, identity-verified, and confirmed for a scheduled test drive appointment. The service is completely free for car buyers.
Our 60% close rate measures the percentage of AI-matched test drive appointments that result in a vehicle purchase within 30 days. This is calculated from anonymized transaction data across all active pilot dealer partners. The industry-standard close rate for internet leads converting to purchase is approximately 23% (source: Automotive News / NADA).
TestDrive AI currently supports integration with CDK Global, Reynolds & Reynolds, DealerSocket, and VinSolutions. The platform connects to dealer inventory via standard DMS feeds and syncs qualified lead data to the dealer's existing CRM workflow. Integration is completed within 48 hours of dealer onboarding.
Consumer personally identifiable information (PII) is never sold to third parties. The platform is designed to meet SOC 2 Type II, CCPA, and GDPR compliance standards. Buyer data is used exclusively to facilitate test drive matching and is retained only with explicit consumer consent.
TestDrive AI is currently in live beta across Texas (Austin, Houston, Dallas-Fort Worth). National expansion is planned through 2026. Press inquiries regarding expansion timelines should be directed to press@testdrive.com.
Contact press@testdrive.com with your publication, deadline, and the type of asset or access you need. We respond to all press inquiries within one business day and can arrange live platform demos, pilot dealer access for case studies, and executive video interviews.

Brand Assets

Logos, brand guidelines, and approved media images for editorial coverage. All assets are provided royalty-free for journalism and press use.

Primary Logo — Dark BG

PNG, SVG, AI

Horizontal lockup — preferred for dark or colored backgrounds.

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Primary Logo — Light BG

PNG, SVG

Horizontal lockup — for white or light backgrounds.

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Icon Mark / App Icon

PNG, SVG

Standalone mark for app icons, favicons, social media avatars.

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Brand Color Palette

PDF, ASE, Sketch

Primary Red #E53935, Navy #1E2235, accent colors, full typography specifications.

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Product Screenshots

PNG, 2× Retina

TD Engine™ chat interface, dealer dashboard, mobile views, all at 2× resolution.

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Social Media Kit

ZIP

Optimized assets for LinkedIn, Twitter/X, Instagram, TikTok — correct dimensions and formats.

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Usage Guidelines: TestDrive AI brand assets may be used for editorial coverage and news reporting without prior approval. Do not alter logo proportions, use non-official colors, or imply official endorsement. For commercial licensing inquiries, contact press@testdrive.com.

Press Contact

Media Inquiries

For interview requests, fact-checking, data requests, or additional materials — we respond to all press inquiries within one business day.

press@testdrive.com
Response time: within 1 business day · Demos available on request