Answer capsule
FTC guidance is a useful buying and marketing filter for owners confronted with expansive capability and performance claims.
What the source establishes
- FTC business guidance warns against exaggerated AI claims.
- Claims should have evidence before they are made.
- The guidance applies to businesses selling or promoting AI-related products and services.
Ask for the actual function
Replace labels such as intelligent or autonomous with the specific input, output, action, limits, and reviewer.
Request comparable evidence
A vendor's percentage improvement needs a baseline, population, period, method, and similarity to the owner's business.
Review your own marketing
Using AI to draft a claim does not protect the business if the claim is false, exaggerated, or lacks required qualification.
Keep a claim file
Store the approved language, supporting source, date, market, and owner for important customer-facing claims.
Turn this source into a reviewable decision
For AI for Business Owners, use this briefing as a dated decision record rather than a substitute for the source. Preserve U.S. Federal Trade Commission, the exact URL, the July 20, 2026 review date, the supported facts above, the editorial interpretation, the limitations, and any buyer-specific evidence. Link that record to the decisions most directly affected: Customer service and appointment support; Marketing and local discovery; Bookkeeping preparation and cash visibility; Quotes, estimates, and proposals. State whether the source changes the scope, evidence requirement, control, sequence, or only the language used to describe the decision.
Before action, name the accountable owner, affected population and workflow, exact offering or configuration, source data and rights, human decision point, exception and appeal path, complete cost, expected benefit, failure and stop conditions, retained evidence, and next review date. Keep official facts, provider statements, buyer observations, representative tests, measured outcomes, editorial inferences, and unknowns visibly separate. Reopen the record when the source, offer, model, integration, data, policy, population, responsible person, or measured result changes.
Decision test
Ask whether the source changes the decision itself, the evidence required, the implementation sequence, or only the language used to describe an existing capability. Record which claims are directly supported, which are provider statements, which require an independent test, and which remain unknown. A source-linked review should make uncertainty easier to see, not bury it inside a blended score.
Questions to take into review
- Which questions have approved answers?
- How does a customer reach a person?
- Which customer need and evidence anchor the content?
- Are reviews, endorsements, and images authentic and permitted?
- Which accounting record is authoritative?
- Who approves classifications and payments?
- Which price and scope records are current?
- What changes require owner approval?
The publication supports research and executive decision preparation. It does not provide legal, financial, accounting, employment, clinical, cybersecurity, investment, procurement, or implementation advice.