Before You Publish AI-Written Website Copy, Make a Claim Check Card.
By Zechariah Myrick · September 27, 2026 · 7 min read
Before you publish AI-written website copy, make a claim check card for every statement a reader could reasonably rely on. Put the exact claim beside its approved source, the boundary that keeps it accurate, the person who approves it, and the next decision. A polished paragraph is not evidence that a service, product, credential, result, availability, or comparison is true.
This is for a Naples or Collier County project owner with a real website, product concept, creative offering, or custom tool—not someone looking for a generic prompt list. AI can help turn notes into a draft quickly. The paid-worthy work is deciding what the project can honestly say in public, locating the material that supports it, and making the page clear without inventing proof.
Why a fluent draft can still be the wrong thing to publish
A model can combine a true detail with an unsupported conclusion, carry an old detail into a new page, or write around information it cannot actually verify. The Federal Trade Commission says advertising claims must be truthful, not deceptive or unfair, and evidence-based. That does not turn every website sentence into an advertisement or replace legal review. It does make a useful public-copy rule: do not let a draft sound more certain, broader, or more current than the material you have approved. Read the FTC's advertising and marketing guidance.
- A capability becomes a guarantee: ‘We can create a prototype’ becomes ‘your app will be ready for every customer.’
- A draft turns an example into proof: A fictional workflow or generated image becomes a claim about a real client, product, or outcome.
- A current-looking sentence carries stale information: An old service, team detail, policy, location, date, or third-party feature is repeated without checking it.
- A useful boundary disappears: The draft says what a tool can help explore but leaves out what still needs human review, testing, permission, or specialist input.
- A comparison has no basis: ‘Best,’ ‘leading,’ ‘faster,’ or ‘more accurate’ appears with no approved, current evidence and no clear comparison.
Make a five-part claim check card
Start with the claims that affect a reader's decision. You do not need to interrogate every ordinary sentence. A card should be short enough for the owner and builder to review together, and it should use public, fictional, authorized, or otherwise approved material—not a private client folder, password-protected dashboard, supplier terms, or confidential correspondence.
- 1. The exact public statement: Copy the sentence you plan to publish. Keep it specific: ‘The fictional Harbor Lantern page lets a reviewer compare two approved scene directions.’
- 2. The approved support: Link or name the source that backs the statement: an approved specification, public policy, current provider documentation, a dated project record, or another source the owner can inspect. A chat response is not the only support.
- 3. The boundary: Write what the statement does not establish. For the Harbor Lantern page: ‘This demo does not take orders, prove manufacturing readiness, or show a real client product.’
- 4. The reviewer and date: Name who can approve the claim and when the source was checked. If nobody can own it, soften it, remove it, or hold the page.
- 5. The next decision: Approve the exact wording, revise it to match the evidence, gather permission or specialist review, or omit the claim for now. Keep the decision with the page version.
A fictional expected-versus-actual example
Imagine a fictional Naples studio is preparing a small page for its Harbor Lantern concept. AI drafts: ‘Our lantern is durable, ready for waterfront use, and loved by local buyers.’ The sentence sounds complete, but the studio only has an illustrated concept board and a planned review session.
- Expected: The page truthfully says the project is an illustrated concept people can review, names the visible choice the reviewer can make, and links to a safe request path.
- Actual: ‘Durable,’ ‘ready for waterfront use,’ and ‘loved by local buyers’ have no approved testing, product decision, or public feedback behind them.
- Safe revision: ‘Explore the fictional Harbor Lantern concept board and compare two visual directions before deciding what to develop next.’ The statement matches the approved demonstration without implying a manufactured product or buyer response.
- Decision: Publish the bounded concept description only. Keep any performance, sale, or public-response claims out until the owner has appropriate evidence and any needed engineering, legal, safety, or other specialist review.
What skilled human work adds
A skilled review can trace important page claims back to the project materials, turn vague AI language into an accurate description, separate a demonstrable feature from a future hope, and organize an approval record the owner can revisit when the site changes. That aligns with the practical discipline in NIST's voluntary AI Risk Management Framework: consider trustworthiness while systems are designed, deployed, used, and evaluated. It is not a certification, legal opinion, or guarantee that a page meets every rule. Read the NIST AI RMF overview.
Keep the claim check separate from the build
A claim check card is not a substitute for testing an AI-built tool or collecting a project handover. If the question is whether one person can open and try a software path, see what makes an AI-generated app reviewable. If a builder needs to leave your project understandable, start with an AI project handover package. This guide is narrower: it helps keep an AI-written public statement inside what the project can actually support.
AI Dream Builders provides independent, hands-on project help in Naples; we are not a law firm, advertising regulator, or account-support department for AI providers. If an AI draft says more than you can comfortably stand behind, describe what you want to make and where you are stuck. Start with the project, the intended reader, one non-sensitive claim you need to clarify, and the material you are allowed to use—never passwords, private client records, payments, confidential source files, or unpublished deals. We can discuss a scoped paid review, a claim check card, or a clearer project page before you choose further work. Learn more About or explore Work.
Sources and local context
- Advertising and Marketing — Federal Trade Commission
- AI Risk Management Framework — National Institute of Standards and Technology