Best AI Workflow for Online Course Launch Creative Across Image and Video
Route course hero images, lesson backgrounds, social crops, and motion teasers across AIBase-supported models while keeping the instructor, curriculum, proof, price, and results truthful.
Quick answer
Start with a course truth sheet: instructor identity and credentials, audience, curriculum, delivery format, time commitment, prerequisites, outcomes evidence, testimonials, price, refund terms, dates, accessibility, and enrollment destination. Use GPT Image 2 for bounded text-free concept directions, Nano Banana Pro for approved-reference hero scenes, Seedream 5.0 Lite for fast ratio families, Seedance 2 for one source-led still animation, and Veo 3.1 Fast for generic transitions. Keep every factual element editable and reviewed.
Who this guide is for
Educators, course creators, learning teams, cohort programs, training businesses, agencies, and designers launching a course across landing pages, email, social, video, and partner channels.
Recommended model
| Use case | Recommended model | Why |
|---|---|---|
| This workflow | A routed AIBase-supported stack by creative job | Concept images, reference-led scenes, ratio backgrounds, source animation, and generic motion have different constraints; routing preserves speed without asking one model to invent course truth. |
AIBase is an independent creative platform. Model names are shown only to identify supported underlying technologies and workflow choices.
Prompt template
Course-launch asset job: [text-free concept / reference-led hero / ratio background / source-led micro-animation / generic transition]. Audience and channel: [specific]. Required safe zones: [headline / instructor / module proof / disclosure / CTA]. Visual system: [palette, materials, mood]. Generate only decorative or approved-reference visual content. No substitute instructor, learner, classroom, certificate, curriculum, lesson, result, salary, job, grade, testimonial, rating, enrollment count, price, deadline, platform UI, word, number, logo, or watermark.
Step-by-step workflow
- Freeze instructor permissions and credentials, audience, curriculum, format, prerequisites, workload, dates, accessibility, evidence, testimonials, price, refund terms, availability, and destination.
- Inventory approved instructor portraits, lesson screenshots, curriculum diagrams, student evidence, brand assets, and channel requirements before generating anything.
- Route text-free concept directions to GPT Image 2, high-fidelity approved-reference hero scenes to Nano Banana Pro, and fast background ratio families to Seedream 5.0 Lite.
- Use Seedance 2 for one bounded motion in an authorized portrait or course visual, and Veo 3.1 Fast only for generic text-free transitions or atmosphere.
- Assemble real instructor assets, curriculum, proof, testimonials, pricing, terms, dates, captions, disclosures, tracking, and CTA in editable masters.
- Test claims, credentials, accessibility, mobile crops, playback, audio rights, localization, checkout, refunds, enrollment limits, dates, links, and rollback before launch.
Example prompt variants
- GPT Image 2: text-free wide hero concept for a practical data-visualization course, abstract paper charts without data, quiet left copy zone, no dashboard, metric, instructor, certificate or word.
- Nano Banana Pro: use the authorized instructor portrait as exact identity reference in a calm studio desk scene, preserve face, body and clothing, leave right copy space, no student, screen content, credential or text.
- Veo 3.1 Fast: four-second abstract transition of layered lesson cards opening into a clear path, one slow push, no interface, person, course title, result, number, logo or sound.
Quality checklist
- Instructor, credentials, curriculum, prerequisites, format, workload, dates, accessibility, evidence, testimonials, price, terms, availability, and links are current and approved.
- Generated assets contain no fictional instructor, learner, course content, credential, certificate, result, income, employer, testimonial, rating, enrollment, UI, or claim.
- Reference-led images and animation preserve identity, clothing, source context, and consent; generic assets remain clearly decorative.
- Headline, curriculum, proof, pricing, terms, disclosures, captions, alt text, links, and CTA are editable and accessible.
- Truth sheet, sources, prompts, approvals, masters, publication, corrections, expiry, and rollback are traceable.
Mistakes to avoid
- Generating an instructor, student success story, testimonial, certificate, lesson screenshot, or dashboard and presenting it as real.
- Promising mastery, income, employment, grades, speed, cohort size, or transformation without substantiation and qualifiers.
- Embedding prices, deadlines, credentials, curriculum, ratings, refund terms, or platform availability in generated pixels.
- Building one polished hero while ignoring social crops, captions, accessibility, checkout, dates, enrollment limits, and localization.
Related AIBase pages
- Open all image models
- Open all video models
- Create course thumbnail backgrounds
- Create webinar campaign creative
Practical next step
Open the most relevant AIBase generator, run one narrow prompt first, and save the best result before adding more constraints. The fastest way to improve output quality is to compare one variable at a time: subject, camera, background, lighting, then final polish.