Differentiated Positioning Gap Analysis
Find valuable buyer needs that competitors leave unclaimed
- Difficulty
- Moderate
- Time to result
- ~weeks to results
- Steps
- 7
- Confidence
- 97%
Begin with evidence about the target buyer, market dynamics, and the claims made by major competitors. Use AI to compare what buyers care about with what competitors emphasize, then identify valuable concerns that remain unclaimed or poorly addressed. Generate several positioning territories around those gaps and test each for relevance, uniqueness, credibility, and strategic durability. One transcript example deliberately withheld legacy positioning so the model could explore the market without inheriting old assumptions. Only after selecting a differentiated narrative should the team create landing pages, ebooks, sales messages, or storyboards. The framework turns persona evidence and market intelligence into an explicit positioning choice, reducing the risk that AI merely accelerates production of polished but generic marketing assets.
Origin
Gerard Green used this process while preparing a major positioning shift for an AI sales product and seeking a narrative that would not resemble every competing AI message.
Core principles
- 01Start with buyer priorities rather than company slogans
- 02Map competitor claims before choosing a position
- 03Look for valuable needs competitors do not credibly own
- 04Develop the narrative before producing campaign assets
- 05Avoid contaminating fresh exploration with legacy assumptions
How to run it
- 1
Define the buyer priorities
Summarize the target persona's desired outcomes, anxieties, buying criteria, and language. Rank the needs that most influence the purchase decision.
Pro tip Use evidence from the AI Customer Persona Digital Twin or equivalent primary research.
Watch out Do not confuse frequently mentioned needs with needs that actually affect selection.
- 2
Build the market evidence set
Collect authoritative category research, analyst perspectives, customer evidence, and competitor positioning. Separate external evidence from internal opinions.
Pro tip Ask deep research to propose and cite the sources it will use.
Watch out Weak or promotional sources can distort the perceived category dynamics.
- 3
Create a competitor message map
Extract each competitor's audience, problem, promise, mechanism, proof, and category language. Normalize similar claims so crowded territories become visible.
Pro tip Include homepage copy, product pages, customer stories, and review-site language.
Watch out A feature comparison alone will miss narrative overlap.
- 4
Find unclaimed buyer value
Compare ranked buyer needs with the competitor map. Highlight important needs that no competitor addresses clearly, credibly, or consistently.
Pro tip Distinguish a genuinely open position from a need competitors avoid because it lacks demand.
Watch out Novelty without buyer relevance is not differentiation.
- 5
Develop positioning territories
Generate several narratives linking an unclaimed need to a defensible product capability and proof. State what each territory rejects or contrasts against.
Pro tip Request alternatives rather than accepting the model's first formulation.
Watch out Do not let AI invent product capabilities or evidence.
- 6
Evaluate and select
Score each territory for customer relevance, competitive uniqueness, credibility, clarity, and durability. Validate the finalists with customers and sales teams.
Pro tip Test the underlying strategic claim before polishing the wording.
Watch out Internal enthusiasm cannot substitute for market validation.
- 7
Build execution assets
Translate the approved position into landing pages, ebooks, videos, and sales materials. Keep the same strategic spine across formats.
Pro tip Create an explicit message hierarchy before generating channel assets.
Watch out Generating assets before settling the position produces consistent-looking AI slop.
In the wild
A CMO feeds ChatGPT Gartner-style market perspectives and other authoritative category material while deliberately excluding legacy messaging. He asks it to clarify misunderstood market dynamics, identify a uniquely valuable approach, and develop a differentiated narrative before creating supporting assets.
→ The team obtains fresh positioning directions without anchoring the exploration to its old narrative.
A marketer combines detailed persona research with the positioning of five leading competitors. The model identifies buyer concerns that rank highly in the persona evidence but receive little attention in competitor messaging, giving the team several defensible territories to investigate.
→ The team focuses validation on gaps that are both strategically open and important to buyers.
Common mistakes
Generating assets before strategy
Landing-page or campaign copy created before the positioning choice will amplify generic category language.
Mistaking difference for value
A claim can be unique while remaining irrelevant to the customer's purchase decision.
Letting AI invent proof
The proposed position must be supported by real capabilities, customer evidence, or operational advantages.
Is it for you?
Best for
It is best for launches, repositioning projects, and crowded categories where competitors sound interchangeable.
Not ideal for
It is not ideal when the product lacks a meaningful capability or proof that can support the proposed distinction.
From the transcript
“help me create a differentiated narrative for our product and category that separates us from the noise in the market.”
“They purposefully didn't feed in legacy positioning or messaging documents.”
“what have you, if you skip the step of actually having differentiated positioning, you're going to potentially have some AI slop on your hands.”
From the episode
9 ChatGPT Use Cases from the Top 1% of Marketers