How to Write Learning Objectives for an Online Course

Here are two lines pulled from real course sales pages: “By the end of this module, you will understand email marketing.” And: “By the end of this module, you will be able to write a three-email welcome sequence that a new subscriber receives automatically after opting in.” The first sounds fine until you try to grade it. How would you ever know a student “understands” anything? You can’t see understanding. You can see a welcome sequence sitting in their autoresponder. That difference is the entire job of a learning objective, and it is where most online courses quietly fall apart.

Most advice on this topic stops at “make your objectives measurable” and leaves you there. This guide goes one step further: a learning objective is not a marketing promise or a module title. It is a design decision that tells you which lessons to keep, which to cut, and exactly what the student has to do to prove they got it. Write them well and the rest of your course almost builds itself. Write them lazily and you end up with twelve hours of video nobody finishes.

What a learning objective actually is (and what it isn’t)

A learning objective is a statement of what the learner will be able to do by the end of a lesson or module. Khan Academy describes a good objective as a “road map” that keeps both the teacher and the student focused on where the lesson is going, and insists it be specific and measurable enough that you can tell whether it was met (Khan Academy, “The Power of Learning Objectives,” accessed October 2026). The key word is do — an objective describes an observable action, not an internal state.

It also helps to separate two words that course creators use interchangeably but educators don’t. Aims are about purpose; objectives are about achievement. As Wikipedia’s entry on the subject puts it, “aims are concerned with purpose whereas objectives are concerned with achievement,” with aims pointing at the learner’s broader life and career while objectives are reached during the course itself (Wikipedia, “Learning objective,” accessed October 2026). “Help people grow their business with email” is an aim. “Write a welcome sequence” is an objective. Your sales page can sell the aim; your lessons have to deliver objectives.

The verbs that secretly aren’t objectives

If your objective uses one of these verbs, it isn’t finished yet: understand, know, learn, appreciate, be familiar with, grasp, be aware of. None of them can be observed or graded. They feel like learning, but they describe something happening inside the student’s head that you have no access to. The fix is almost mechanical: ask “what would a student do that would convince me they understand?” The answer to that question is your real objective.

The three parts of an objective you can actually use

A usable objective has three moving parts. Miss one and it gets vague again.

• An observable verb — what the learner does: build, calculate, label, compare, draft, troubleshoot.
• A condition — the situation or tools they do it with: “given a client brief,” “using only free software,” “without looking at notes.”
• A criterion — how good counts as done: “with at least three sources,” “in under ten minutes,” “that passes the platform’s checkout test.”

Watch a weak objective turn into a strong one. Start with “Students will understand course pricing.” Add a verb: “Students will calculate course pricing.” Add a condition: “Given their costs and target margin, students will calculate course pricing.” Add a criterion: “Given their costs and a target margin, students will calculate a course price that covers costs and hits the margin within one revision.” Now it is testable, and — just as importantly — you know exactly what the lesson has to teach and what the exercise has to ask.

Using Bloom’s taxonomy to pick the right verb

The verb isn’t just about measurability; it also sets the difficulty of what you’re asking. Bloom’s taxonomy is the standard tool for this. The 2001 revision, edited by Lorin Anderson and David Krathwohl, orders cognitive work into six levels: Remember, Understand, Apply, Analyze, Evaluate, and Create (Wikipedia, “Bloom’s taxonomy,” accessed October 2026). Each level suggests verbs, and each verb suggests the kind of activity and assessment that fits it.

Bloom level	Sample verbs	Activity and assessment that fits
Remember	list, name, define, label	Quick quiz, flashcards, a labeled diagram
Understand	explain, summarize, classify	Short written explanation in the learner’s own words
Apply	use, calculate, build, demonstrate	Hands-on exercise with a template or real tool
Analyze	compare, break down, troubleshoot	Case study, “find the error” task, before/after critique
Evaluate	critique, justify, prioritize	Peer review, defend-your-choice assignment
Create	design, draft, produce, launch	Capstone project submitted for feedback

One caution before you treat any verb list as law: a 2020 study noted that institutions map action verbs to Bloom’s levels inconsistently, so the same verb can land at different levels depending on who made the chart (Wikipedia, “Bloom’s taxonomy,” accessed October 2026). Don’t argue with yourself over whether “analyze” is really level four. Use the taxonomy to notice when every objective in your course sits at “Remember” — a common sign that a course is all information and no transformation — and to deliberately push a few objectives up to Apply or Create, which is where students feel they actually changed.

How objectives decide what to cut and what to assess

This is the part that saves you weeks of work. Once a lesson has a real objective, every piece of content in it has to earn its place by serving that objective. A fascinating ten-minute tangent that doesn’t help the student do the thing? Cut it, or move it to a bonus. This is why objectives are the sharpest editing tool you have — they tell you which lessons actually survive your course outline and which ones are there because you found them interesting.

Objectives also run in the other direction, upward into structure. A clean set of objectives is the skeleton you hang your curriculum on: group related objectives into modules, sequence them from Remember toward Create, and the module order stops being guesswork. Educators call this tight fit between objective, activity, and assessment “constructive alignment,” and it’s the reason a well-aligned course feels coherent while a padded one feels like a pile of videos.

Finally, objectives tell you what to measure. If the objective is “build a three-email welcome sequence,” the assessment is obvious: show me the sequence. You don’t need a trivia quiz about email theory. And when you later look at your course analytics, you’ll know which numbers matter — not just video completion, but whether students are actually producing the thing each objective promised they’d produce.

Where objectives go wrong

A few failure patterns show up again and again in courses that look professional but don’t convert into finished students:

• Too many per lesson. One or two objectives per lesson is plenty. Five objectives means five mini-lessons crammed into one, and students lose the thread.
• The objective describes the teacher. “This lesson covers the Teachable dashboard” is a note to yourself, not an objective. Rewrite it as what the student will do: “navigate the Teachable dashboard to publish a lesson.”
• No criterion. “Write a sales page” and “write a sales page with a headline, three benefits, and one call to action” send the student to completely different levels of effort. The criterion is where quality lives.
• Objectives bolted on after filming. If you record first and reverse-engineer objectives from what you happened to say, you’ll keep the tangents. Objectives are a planning tool, not a label you stick on afterward.

Write the assessment first

Here’s the habit that makes everything above faster: before you write the objective, imagine the task you’d ask the student to hand in to prove they can do it. If you can picture that submission clearly — a file, a calculation, a built thing — the objective writes itself from the verb you just used. If you can’t picture the submission, the objective isn’t measurable yet, and no amount of polishing the wording will fix it.

So who actually needs this discipline? Anyone building a course whose value is a transformation — a skill the student couldn’t perform before and can after. For a quick, five-minute tactical tip or a free lead magnet, formal objectives are overkill; the whole thing is one objective. But the moment your course is long enough that students can get lost, objectives are the cheapest insurance you can buy against a refund request that starts with “I finished it but I still can’t actually do the thing.”