Review AI Sales Claims Before Publishing Website Copy

AI-generated website copy often becomes more confident as it becomes shorter. A qualified explanation can turn into a sweeping headline, and a fictional illustration can start sounding like a customer result. Review claims before publication, especially when the copy describes capabilities, pricing, affiliation, or expected outcomes.

Build a claim register from the draft

Read the page sentence by sentence and extract statements a visitor could reasonably treat as factual. Include headlines, captions, buttons, image text, and metadata. “Trusted by leading teams” is a claim even without a number. So is a statement that a service includes a named feature or works with every business.

For each claim, record its location, proposed wording, supporting evidence, evidence owner, and any conditions. Use statuses such as supported, needs qualification, unsupported, or outdated. Do not let an attractive design or repeated wording substitute for evidence.

Match the evidence to the actual promise

A single internal example does not establish a typical customer outcome. A public product page does not prove that your independent service includes that product's full feature set. A historical price may not describe a current plan. Check the scope, date, audience, and conditions of the evidence against the exact words being proposed.

For US advertising, the FTC states that advertising claims must be truthful and evidence-based. Other markets and specialized services may involve additional requirements. Obtain appropriate review when needed rather than treating an editorial checklist as legal clearance.

When reviewing the US$15/month offer, describe it as a service from Leads Automation rather than an official LinkedIn price. Keep the actual plan details and conditions visible in the purchasing discussion. Leads Automation is an independent service, not affiliated with LinkedIn. Confirm the plan, eligibility, and terms before ordering.

Worked example: a fictional result becomes a headline

Fictional example: a writer uses a hypothetical scenario in which better research saves a small team several hours. An AI revision turns it into “Our customers save hours every week.” The reviewer has no customer study supporting that statement, so it is removed. The illustration can remain only if it is clearly labeled hypothetical and serves a useful explanatory purpose.

A second sentence says the service guarantees new clients. The reviewer replaces it with an accurate description of the work provided, not a softer version of the same unsupported guarantee. Good editing changes the substance when necessary instead of hiding a claim behind vague qualifiers.

Check the claims visitors may infer

• Does a logo or phrase imply an affiliation that does not exist?

• Does the price appear to describe an official third-party subscription?

• Are optional or unverified capabilities presented as included?

• Could a hypothetical example be mistaken for a real testimonial?

• Are important conditions visible near the claim they qualify?

Review images as part of the message. A fabricated dashboard showing impressive results can imply evidence even when the paragraph is cautious. Use explanatory visuals that do not impersonate customer records, official interfaces, endorsements, or measured performance.

Inspect the final rendered page

After approval, check the actual page on common screen sizes. Confirm that qualifications are readable, prices remain associated with the right service, and links lead to the intended destination. Ensure that headings and metadata did not retain an older unsupported claim after the body copy changed.

Keep an approval trail for consequential claims and maintain an evidence library with owners and review dates. If the underlying service changes, revisit affected pages rather than assuming a previous approval remains valid.

Before publishing copy about the US$15/month offer, verify the service scope and remove any unconfirmed feature or affiliation claim. Do not promise rankings, client acquisition, or other results that the available evidence does not establish.

Publish only after the evidence and wording agree. Clear limitations can help a visitor make a better decision; they do not need to be hidden to make a page persuasive. Accurate, specific service descriptions are a stronger foundation than confident claims the business cannot substantiate.