5 Ways to Use AI to Grow Your Automotive Business in 2026 | Automotive Advantage EP040

Completion rate is the percentage of listeners who reach the end of an audio or video episode. In podcast analytics, a higher completion rate usually suggests the content is engaging enough to keep people listening.

Long-form audio refers to extended podcast-style episodes, typically with deeper discussion rather than short segments. It’s often contrasted with shorter clips that are easier to consume quickly on social media.

Social rails is a marketing/creator term for the specific content formats and posting styles that perform on different social platforms. The idea is to repackage longer content into shorter, platform-friendly clips.

Opus Clips is a tool/service used by creators to automatically cut long videos or podcasts into shorter social-media clips. It’s commonly used to speed up the “repurpose content” workflow.

Claude is an AI assistant used to generate text, such as turning a transcript into catchy social-media copy. In this context, it’s being used as part of a content-creation workflow.

LinkedIn is a professional social network where posting frequency and content style can affect reach. The speaker claims LinkedIn “punishes” heavy posting and prefers experience- or learning-focused updates.

“Suppressors” here likely refers to aftermarket exhaust noise-reduction devices, often discussed in enthusiast circles. The phrase “shit talk suppressors” suggests the creator is using controversial or opinionated content to drive engagement.

The Lamborghini Urus is a high-performance luxury SUV from Lamborghini, built to combine everyday practicality with supercar-style power and acceleration. It’s often discussed because it represents Lamborghini’s push into the SUV segment, and sales/ownership feedback can be a big part of how the model is evaluated. In a podcast, it may come up when talking about market performance and real-world impressions from owners or industry contacts.

The “Midway Plus index” sounds like a benchmark or scoring system used to compare automotive-related business performance across companies. If a company isn’t listed in the index, the host is asking how to interpret results and what to do instead.

Market share is the percentage of total sales in a market that a brand or business captures. The host uses it to explain why some companies can grow even when the overall market changes.

An online store is e-commerce functionality that lets customers buy or complete key steps digitally instead of only calling. The host argues that lacking an online store can cause you to miss sales even if you’re “always busy” on the phone.

A “tool stack” is the set of software and platforms a business uses to run marketing, sales, and customer follow-up. The host suggests reviewing the tool stack when performance is lagging behind competitors.

“Summer slows” refers to a seasonal dip in business activity—here, fewer calls and fewer turbo-kit installs during the summer months. The speaker contrasts that with a pickup in the fall, suggesting demand follows a predictable seasonal pattern.

The Ford F-150 is a full-size pickup truck that’s extremely popular with both everyday drivers and performance upfitters. In this segment, it’s mentioned as the kind of vehicle people spend money on for aftermarket performance parts like a turbo kit.

A turbo kit is an aftermarket package that adds a turbocharger and the supporting hardware to an engine. It’s more than just the turbo itself—installing one often requires matching supporting components (like fueling and intake/exhaust plumbing) to work safely and make the intended power.

The fuel system is the set of components that delivers fuel from the tank to the engine (and meters it under different conditions). With a turbo kit, the engine may need more fuel than stock, so the fuel system often has to be upgraded or recalibrated to avoid running lean.

The transmission is the drivetrain component that changes gear ratios to deliver engine power to the wheels. When you install a turbo kit and increase torque, the transmission may be stressed, and in some builds it can become a limiting factor or require additional parts/repairs.

“Raw data” means unprocessed information straight from its source (like time logs or project entries) rather than reports or summaries. In an AI workflow, you feed this raw material to help the system find patterns and trends.

Notion is a productivity and database-style workspace used to organize projects, track work, and store structured records. Here, it’s being used as the system of record for projects so AI can analyze the project history.

HPX appears to be a platform or workflow the host uses for tagging and a “shopcar challenge.” The segment suggests it’s part of their content pipeline, and they use AI to ensure campaign details are included in press releases.

Press releases are formal announcements businesses send to media and stakeholders. Here, the host describes using Claude to draft them, including making sure specific event or campaign details are included.

AI agents are software systems that don’t just generate text—they can take steps toward a goal, often by using tools or data. In this episode, the host frames them as helping close the gap between average and expert marketing output.

TikTok is a short-video social platform where marketing often depends on quick hooks and concise messaging. The host uses it as an example of how copy can be a single sentence fragment that grabs attention.

Analytics are measurements and insights that show how content performs, such as engagement or results. The host’s point is that AI can generate posts, but the missing piece is connecting them to analytics so you can improve future posts.

Meta refers to Meta Platforms’ advertising and analytics ecosystem (commonly used for tracking how posts perform). In the segment, the host says linking AI-generated posts to Meta lets the system learn which content resonates.

Machine learning is a way computers learn patterns from data instead of following fixed rules. In an automotive context, it’s what helps AI predict outcomes (like how heat affects nearby bolts) based on past cases from real manufacturing and testing.

A CNC machine is a computer-controlled tool used to precisely cut or shape metal and other materials. In manufacturing, it’s sensitive to setup, tooling, and heat effects—so experienced operators often know failure modes that an AI system might not predict without lots of case data.

This refers to enforcement actions tied to the U.S. Environmental Protection Agency (EPA) and violations of emissions rules. The key automotive takeaway is that legal and regulatory changes can quickly alter what automakers are allowed to sell and how they must certify emissions performance.

Emissions regulations are government rules that limit how much pollution vehicles can produce, typically measured through standardized tests and certification. When these rules change, automakers may need to redesign engines, exhaust systems, and emissions-control hardware to stay compliant.

Intake and exhaust systems are the airflow paths into and out of an engine, strongly affecting combustion efficiency and emissions. Changes in emissions regulations can drive redesigns of intake/exhaust components to improve how cleanly the engine burns fuel.

Corey Willis is presented as an advocate and public voice connected to EPA-related emissions enforcement and policy. The episode frames him as someone sharing information with automotive stakeholders about how these actions affect car builders and enthusiasts.

The EPA (Environmental Protection Agency) certification pathway is the formal route for getting emissions-related approvals in the U.S. It typically involves meeting specific regulatory requirements so a product or process can be legally sold or used. In this segment, the host says Seema Garage can be an official route for that certification, which implies more legitimacy for certain aftermarket activities.

This refers to auto financing where the loan term is about seven years. Longer loan terms can increase total interest paid and encourage “rolling” the balance into a new car rather than paying the current one off. The hosts react negatively because it can keep you in debt across multiple vehicle purchases.

The World Cup is an international soccer tournament that draws global attention and large audiences. The host is discussing it as a marketing and branding case study—what lessons marketers can take from the event’s reach and engagement. This is more about business takeaways than car-specific content.

The Dodge Demon is a high-performance drag-racing muscle car known for extreme acceleration and drag-strip-focused hardware. In this segment, the host connects its early NHRA eligibility/tech rules to a real-world controversy: it was reportedly run in “nines” without a required roll cage, leading to NHRA action that kicked it out of competition.

A roll cage is a reinforced metal safety structure inside the cabin designed to protect occupants during a crash or rollover. Drag-racing sanctioning bodies like the NHRA often require specific roll-cage setups for certain classes and performance levels.

NHRA stands for the National Hot Rod Association, the major U.S. sanctioning body for drag racing. It sets technical and safety rules (like required equipment) and can restrict or remove cars from competition if they don’t comply.

Cylinder heads are the engine components that sit on top of the cylinders and house critical parts like the combustion chambers and valve gear. They’re mentioned here as a playful prop idea for themed automotive photos.

Running boards are exterior side steps mounted along the rocker panels to help people get in and out of a vehicle. The segment treats them as a product that could be photographed in a sports-themed way to attract attention.

Major League Soccer (MLS) is the top professional soccer league in the United States and Canada. The segment uses MLS as a marketing platform where Audi creates themed photo content tied to the league.

Brand activation is marketing that turns a cultural moment or event into specific actions—content, promotions, or experiences—that make people notice the brand. The segment frames it as how a shop or brand can leverage big sports events (even if they don’t care about them directly).

Algorithms are automated systems (often in social platforms) that decide what content to show based on signals like tags and engagement. The host suggests that tagging soccer-related topics can cause the content to be surfaced to more people than expected.