The task
Your team has 4 different descriptions of the product: one on the website hero, one in the sales deck, one in the App Store listing, one your founder says in podcasts. They are close enough to feel coordinated but different enough that ads, content, and sales-call openers don’t reinforce each other. You need a single positioning statement everyone aligns on (naming category, buyer, and what you displace) and you want to draft 5 candidates by lunch so the leadership team can argue over them in the afternoon.
Where AI helps — and where it does not
AI is good at applying the classic April Dunford / Crossing the Chasm structure (category → buyer → alternative → unique value) consistently across drafts, and at stress-testing whether a candidate would also describe a competitor.
What AI cannot do: pick the right category to anchor in. That is a strategic decision involving where the budget already lives, who you’re recruiting against, and how the market is being shaped by the largest player. AI also can’t tell you whether your “unique value” is actually true; it has no way to know if your retention curve is better than the alternative’s. Test the output by reading it to 3 actual customers and seeing if they nod, then by reading it to a competitor’s salesperson and seeing if they could plausibly steal it.
A common failure mode: AI writes positioning that sounds elegant but could describe Notion, Linear, and Asana equally well. Force category specificity.
What to feed the AI
- The category you compete in, named specifically (“marketing automation for solo founders,” not “SaaS”)
- The specific buyer plus the most likely alternative (the tool or behavior they would use instead, not a competitor product, but the actual default behavior)
- The 1-2 things you genuinely do better than the alternative, with a piece of evidence each (retention number, customer quote, feature that competitors lack)
- The “why now” (what changed in the market that opened this gap)
- 3-5 customer quotes that describe the product in their own words (these often reveal the real category)
- Your team’s current top 3 candidate positioning statements (so AI can diff and improve)
- Anti-examples (competitor positioning statements you don’t want to mirror)
Copy-ready prompt
Write a product positioning statement using April Dunford's structure.
Category: {specific category}
Buyer: {who} (5 words including stage and constraint)
Alternative: {tool or behavior they default to today}
What I genuinely do better: {1-2 items with evidence}
Why now: {market shift}
Customer quotes (their words): {3-5 quotes}
Anti-pattern competitor positioning to avoid: {paste}
Return:
1) Positioning statement: one paragraph, 4 sentences max, plain English.
2) 3 alternative variants — same core, different emphasis (one buyer-first, one alternative-first, one why-now-first).
3) Three "stress tests" with verdicts:
a) Would the buyer say "yes that's me" — quote the customer line that confirms.
b) Could a top competitor truthfully claim the same sentence? If yes, rewrite to be uniquely true.
c) Could the whole team explain it the same way in 2 weeks?
4) Anti-patterns this statement avoids (call out the specific clichés).
5) Three questions to ask the next 5 customers to validate the positioning.Shorter variant — sharpen an existing positioning
Below is our current positioning paragraph and 5 customer quotes. Identify the 2 weakest words/phrases (vague, claimable by competitors, jargon) and rewrite each with a sharper alternative grounded in the quotes. Show the before/after diff.
Current: {paste}
Quotes: {paste 5}Sample output
Strong positioning: “For solo founders who want to ship faster than they raise (alternative: hiring a part-time dev). [Product] is the AI co-builder that pairs with you inside a real IDE — not a chat-only assistant. Unlike chat-only tools, it remembers your project across sessions, so you don’t re-explain context every morning. We exist because the unit economics of solo-founder building finally make code-co-pilots a substitute for a junior hire, not just an editor plugin.”
Strong stress-test verdict: “Test (b) FAILS as written — ‘remembers your project’ is also claimable by [Competitor X]. Rewrite: ‘replays your last 30 days of decisions on demand’ — that’s a feature we have and they don’t.”
How to refine
- Force category specificity: “Rewrite the category in 7 words including the buyer’s stage. ‘SaaS’ fails; ‘design ops platform for in-house brand teams’ passes.”
- Name the actual alternative: “The alternative is the behavior they default to today, not the obvious competitor. Could be a spreadsheet, an intern, a Slack channel. What do they use when you don’t exist?”
- Pressure-test uniqueness: “Read the second sentence aloud as if you were [Competitor X]. If they could say it without lying, rewrite until they can’t.”
- Anchor in customer language: “Replace any abstract noun phrase with a quoted phrase from the customer quotes.”
- Demand the why-now: “Add one sentence on why this positioning is winnable in 2026 specifically, not 2024. If the answer is ‘it’s not time-sensitive,’ the positioning isn’t sharp enough.”
For physical-product teams, the positioning statement also has to survive on a shelf. Pair this with the 10-minute packaging concept brainstorm so the visual and verbal stories land the same way.
Common mistakes
- Positioning as “the best [category]”. Every competitor says this and buyers tune it out
- Targeting “everyone”. You target no one, and your marketing copy goes generic
- Skipping the alternative. Buyers always compare; if you don’t name the comparison, they pick the wrong reference
- Drafting in a vacuum. Without 3-5 customer quotes, you’re guessing at the category your buyer actually puts you in
- Confusing positioning with messaging. Positioning is the internal anchor; messaging is the external phrasing per channel
- Updating positioning to chase last quarter’s deals. Chase the structural buyer, not the noisy one
- Letting marketing own positioning alone. Product, sales, and CS each see a different distortion; align them or your positioning fragments again in 6 weeks
- Writing positioning as a paragraph but then never testing the one-sentence website hero version derived from it
FAQ
- How long should the positioning statement be?: One paragraph internally (4 sentences max). One sentence on the website hero. They share the same anchor; the hero is the 7-word reduction of the paragraph.
- Update frequency?: When the buyer shifts (you crossed from SMB to mid-market), the competitive landscape shifts (a giant entered the category), or you have a 50-quote customer dataset that contradicts the current positioning. Not when leadership wants to refresh the deck.
- Should I A/B test positioning copy?: Test the headlines derived from positioning, not the positioning itself. The positioning is the strategic anchor; headlines are the executions.
- What if my buyer disagrees with the category I picked?: That’s the signal to either change category or change buyer. The buyer’s mental model wins; positioning that fights it loses.
- How do I know it’s working?: Sales discovery calls open with “yeah, we were looking for an X that does Y”. Those are your category and buyer words coming back. Inbound demo requests start naming the alternative explicitly.