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Leadership1 publisher3 min readPublished

Deleting the word AI from your positioning is a one-pass test of your value proposition

An Entrepreneur contributor who has sat through four hype cycles argues that AI-led messaging now hides the value it was meant to advertise, and offers a diagnostic costing one editing pass rather than a rebrand.

The Board Room · Leadership desk

Photograph accompanying Deleting the word AI from your positioning is a one-pass test of your value proposition
Photo: growthunhinged.com

What happened

  • An Entrepreneur contributor column argues that AI stops being a differentiator once every competitor claims it, and that the actual differentiator is the specific customer outcome the technology makes possible.
  • The diagnostic it proposes is a deletion test: remove the word AI from your messaging, and if nothing compelling is left, the problem sits in the value proposition rather than in the marketing.
  • The column defines AI washing as overstating or falsely claiming the use of AI in a product, and says the practice is sometimes not intentional on the company's part.

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Why it matters

  • constraint The copy that leads with the category noun spends the one line where a specific claim would sit, and once rivals use the same noun that line no longer identifies you, on the column's own account that the words lose meaning.
  • decision A leadership team that cannot answer in one written sentence how AI changes the value it delivers has already chosen to compete on volume of AI language rather than on outcome.
  • exposure Overstated AI claims put the buyer relationship at risk even where nobody set out to deceive, because the gap between promise and product shows up in the customer's experience rather than in the deck.

The test costs one editing pass, which is most of its appeal and also its ceiling. Strike the noun, read what remains, and you learn whether your positioning names an outcome a buyer wants or a technology you happen to own [2]. What you do not learn is whether that outcome is real or whether someone else delivers it cheaper. The deletion test screens vocabulary; verifying value is separate work, and no editing pass substitutes for it.

The test is fair to companies where the technology genuinely does the work, by the column's own standard: what matters is whether the technology meaningfully changes the customer experience or the business outcome, and where it does, it belongs in the story [14]. A real capability leaves a sentence behind after the noun goes, because the outcome can be stated in plain terms. The test only bites when the noun was carrying the entire claim.

The evidence here is one practitioner's pattern claim, published as contributor opinion [10]. Its two illustrations name nobody and cite no figure [13]: a software platform rebranded as an AI-powered productivity solution while the product functions almost exactly as before, generating summaries and suggesting next steps [4], and an appliance line whose machines adjust settings from usage patterns, a feature buyers have seen for years [5]. There is no win rate, no churn number, no deal recorded as lost to overreaching language. So the mechanism is plausible and the effect is unmeasured, which makes the deletion test a triage tool: it flags where the value proposition needs work, not proof of what that work will find.

Leading with the category noun buys entry to a conversation buyers are already having, and it spends the same line of copy where a specific claim would sit. This quarter that trade often clears, because attention is scarce and the noun travels. The bill arrives later: on the column's own account, the words lose meaning once every company claims to be AI-driven, and over-rotating opens a gap between the brand promise and what the customer actually experiences [6]. At that point the buyer's question stops being why a company matters and becomes who has the loudest AI message [8], and the differentiator you postponed is the one you need.

The lineage argues the same way. Four decade-defining vocabularies preceded AI in the column's telling, from internet-enabled through Web 2.0, big data and cloud, then blockchain and the metaverse [3][12], and each one eventually stopped identifying anybody in particular. What survives a change of vocabulary is the sentence about the customer. That is why the question the column puts to leaders, how does AI change the value we deliver to our customers [9], is worth answering in writing before the deck goes out. A firm that cannot produce that sentence is renting a category it does not own, and the rent rises as the noun spreads.

What to watch

  • Whether 'AI washing' gets tested as a legal claim rather than a marketing critique, which would move this from positioning advice to liability.
  • Whether any company that ran the deletion test publishes before-and-after numbers on win rates or deal cycles, turning a diagnostic into a measured effect.
  • Whichever vocabulary succeeds AI in the lineage, since the column's argument predicts the same substitution of noun for outcome.
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