The task
You are repositioning an existing product, or launching a new one, and you cannot decide how to frame it. You have a feel for the audience and the competitors but no clean articulation. You want 3 genuinely different positioning candidates to test — not three rephrasings of the same idea — each with a tagline, key differentiator, and an explicit “who this is not for.”
When AI is the right tool
- You have a product description, a sense of the audience, and at least 3 competitors named.
- You have run yourself in circles writing your own positioning.
- You want to compare distinct directions before committing.
- You will validate options with real conversations, not just internal debate.
When not to rely on AI alone
- For category-creating products. Positioning here is a multi-month exercise grounded in user research; AI gives raw material, not the answer.
- For regulated industries where claims must clear legal review.
- When the founder’s conviction matters more than the data — sometimes the right positioning is the unintuitive one only you can see. AI averages toward defensible, not bold.
What to feed the AI
- Product: what it is, what it does, who uses it today.
- Top 3-5 competitors and how they position themselves (taglines + a sentence each).
- Audience: 2-3 segments with their pain, what they currently use, what they would switch from.
- Constraints: brand voice, price point, channel, things you will not say.
- The status quo positioning, if any.
Copy-ready prompt
Propose 3 distinct positioning options for our product.
Product: {what it is, what it does, who uses it today}
Competitors and their current positioning:
- {competitor 1: tagline + 1 line on how they're positioned}
- {competitor 2: ...}
- {competitor 3: ...}
Audience segments:
- {segment 1: pain, current tool, switching trigger}
- {segment 2: ...}
Constraints:
- Brand voice: {3-5 adjectives}
- Things we will NOT say: {list}
- Price tier: {budget / mid / premium}
For each of 3 positioning options:
1. Name the positioning in 3 words ("the X for Y").
2. One-line tagline.
3. Key differentiator (what we do that competitors cannot or will not).
4. Who it is FOR (specific segment + their trigger).
5. Who it is NOT for (the customer we will lose with this positioning).
6. Risk: the strongest objection a skeptic will raise.
Make the 3 options genuinely different — different audience, different value lens, different "enemy."Recommended output structure
A useful positioning artifact has 3 truly different options. Each option has: a 3-word name, a tagline, a differentiator that names what competitors cannot match, a specific “for whom + when,” a specific “not for whom” (this is the discipline most teams skip), and a clear risk to weigh.
How to check the output
- Are the 3 options actually different, or are they three taglines for the same idea? Test by asking: would they each lose a different competitor head-to-head?
- Does each option have a clear “not for”? If everyone is the target, positioning has failed.
- Is the differentiator real (something competitors structurally cannot match) or just a feature claim?
Common mistakes
- Positioning that tries to be for everyone. “Powerful yet easy” is a non-statement.
- No defined enemy. Strong positioning has a clear “instead of X.”
- Choosing the safest option in the room. Safe positioning means a crowded category fight.
- Picking before testing. Take each to 5 real customers in 30-minute conversations.
Next steps to keep improving
Pick the 2 strongest options and write a 1-paragraph pitch for each. Run 5 customer conversations per option (10 total). Score the responses: which one earned “I’d pay for that today”? Decide. Then refine the chosen positioning with AI by feeding back the verbatim customer language you heard.
Practical depth notes
For AI Market Positioning: 3 Options From Product + Competitor Analysis, the difference between a usable AI result and a generic one is the input packet. Give the model the audience, the current draft or raw material, the desired format, the decision you need to make, and two examples of what good and bad output look like. Ask it to preserve facts first, then improve structure or wording second.
After the first response, do a separate review pass. Look for missing constraints, invented details, weak calls to action, and language that sounds plausible but does not match the real situation. The best final output should be easy to use immediately: clear owner, clear next step, and no hidden assumption that someone else has to untangle.
FAQ
- Should the AI also generate the website headline? After you choose the positioning, yes — feed the choice back and ask for 10 headline variants.
- How many positioning options should I test? Start with 3 candidates; collapse to 2 after team review; choose 1 after customer conversations.
- How often should I revisit positioning? At least annually, or when a major competitor shifts.
- How do I move from “3 options” to one approved internal statement? Use AI positioning statement — it collapses options into a single committable sentence with assumptions named.
- What if I’m repositioning against a specific competitor’s content? Reverse-engineer their content first (AI competitor content teardown) so the new positioning is informed by their actual messaging, not their tagline.
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Tags: #Workflow