ManifestoAuto Academy
AI-Powered Car Sales Professional
Practical curriculum for automotive salespeople. Roleplay practice runs in the Companion.
Built for automotive salespeople. Open the LMS when ready; practice in Companion on open beta.
Course interest (salespeople)
Join the founding cohort waitlist — we'll send access and Companion beta steps.
Academy Courses

AI Essentials for Car Sales
Master the fundamentals of LLMs, context windows, token costs, and prompt engineering frameworks engineered specifically for dealership roles.
Curriculum Track
- 1
AI Fundamentals for Automotive
Practical: Classify 10 dealership tasks
- 2
Models, Tokens, Context, and Cost
Practical: Choose models for 5 tasks
- 3
Prompting and Reusable Workflows
Practical: Follow-up prompt + checklist

AI Showroom Conversations & Companions
Build your own custom AI sales companion and practice high-stakes discovery, competitor objections, trade-in negotiation, and closing techniques.
Curriculum Track
- 4
Build Your AI Sales Companion
Practical: Config card + 3 evaluated tasks
- 6
Sales Conversations & Companions
Practical: 3 scored roleplays

AI Outbound Lead Workflows & Marketing
Deploy compliant 7-touch follow-up campaigns, reactivate cold leads, automate inventory listing creation, and expand your digital brand safely.
Curriculum Track
- 5
Lead Response and Follow-Up
Practical: 7-touch sequence
- 7
Content, Listings, & Personal Brand
Practical: 30-day calendar + campaign pack
- 8
Safety, Privacy, and Capstone
Practical: End-to-end lead simulation