Product marketing guide

How to write positioning with AI

AI is useful for positioning when it helps you inspect evidence, compare choices and expose weak assumptions. It is less useful when you ask for a clever statement before supplying the buying context.

Will Mulholland · 14 July 2026 · 10 minute read

The six decisions

  • Assemble buyer, alternative, product, proof and business evidence.
  • Ask AI to extract what the material supports before writing options.
  • Map capabilities to value relative to a buyer alternative.
  • Build three meaningfully different directions.
  • Score the trade-offs, choose one direction and document the decision.

Positioning is a set of choices

A positioning statement records four decisions. Name the buyer and situation, the alternative you replace, the market frame that explains the product and the value you can prove.

If those choices are missing, a model fills the gaps with category averages. The sentence may sound clean while saying little about why a buyer should choose you.

1. Build an input pack the team can score

Collect five types of evidence. Label each source and date it so the model can distinguish a customer quote from an internal opinion.

InputWhat it should answer
Buyer evidenceWho has the strongest problem, and in which situation?
AlternativesWhat do buyers compare, use or delay with today?
Product capabilitiesWhat does the product do differently?
Customer language and proofWhich value can the team defend?
Business directionWhich segment, sales model or product bet must this support?

Five relevant customer calls can be more useful than fifty broad survey responses. The aim is a set of evidence that supports a decision, not the largest possible context window.

2. Extract evidence before writing positioning

Ask the model to identify buyer situations, alternatives, valued capabilities, outcomes, proof, contradictions and gaps. Require a source citation for every point and make it mark each inference.

Using only the supplied material, extract:
1. Buyer situations with the strongest evidence.
2. Alternatives buyers use or compare.
3. Product capabilities customers notice.
4. Outcomes described in customer language.
5. Proof supporting each outcome.
6. Contradictions and missing evidence.

Do not write positioning yet. Cite every point.

Check this output before continuing. A second prompt cannot repair a missing buyer view.

3. Connect product capability to buyer value

Map each buyer situation and alternative to the trade-off the buyer accepts. Then connect a product capability to the change it creates and the proof supporting that value.

Example: an analyst-built monthly report is trusted but slow to change. Governed self-serve metrics let operators answer routine questions without creating metric drift. Time to answer and reduced analyst requests can prove the value.

The capability is not the positioning. It is the reason the positioning might be true.

4. Generate three different directions

Ask for three options that make different choices about the buyer, primary alternative, market frame or differentiated value. Each direction should include existing proof, missing proof and the main risk.

If the model returns three headlines for the same idea, send the options back. Useful directions force the team to choose between meaningfully different paths.

5. Score the trade-offs

CriterionQuestionWeight
Buyer relevanceDoes this matter in the chosen situation?25%
Product truthDoes the product deliver it now?25%
ProofCan the team support the claim?20%
Competitive spaceIs the value weakly owned?15%
Business fitDoes it support the needed sales model?15%

For each score, require the evidence, strongest counterargument and assumption most likely to change the result. The explanation matters more than false numerical precision.

6. Capture the choice in a brief

Write down the buyer and situation, primary alternative, market frame, differentiated value, supporting capabilities, proof, claims the team will avoid, assumptions and open questions.

The "what we do not claim" field protects the choice. It stops downstream copy from drifting back to every familiar category promise.

Frequently asked questions

Can AI write positioning?

It can support the analysis and draft options. The team still chooses the buyer, alternative, market frame and value.

What context does the model need?

Customer interviews, deal evidence, competitor material, product capabilities, proof and the business direction the positioning must support.

What does the free diagnosis include?

The free Intelligent Growth diagnosis identifies your current market frame, biggest risk, likely buyer alternative, missing proof and next research action. The full positioning direction, differentiated value and complete brief are member-only.

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