Guide to Avoiding AI Generated Misleading Functionality and Effect Claims for Non-health Products

Key Points

• Match every claim to your Product Detail Page (PDP): if the PDP does not say it, do not say it in content.
• Show realistic timing and results: do not use editing, props, or before-and-after shortcuts to imply instant performance.
• Avoid all-or-nothing language: claims such as "works on everything," "cleans the whole house," or "never slips" often create risk.
• Use the examples in this guide to pressure-test your content before you publish.

• the most common types of misleading functionality and effect claims;
• simple checks you can use before publishing content;
• high-risk claim patterns across common product categories;
• practical examples of what to avoid and what to do instead.

Best Practices

Use your PDP as the source of truth

• Make sure product content matches the functions, materials, timing, and conditions described on the PDP.
• If the PDP does not mention a benefit, compatibility point, performance level, or special feature, do not add it in your video or copy.
• Define PDP once for your team as the Product Detail Page and use it as the final check before publishing.

Know the most common risk patterns

Check your content before you publish

• Timing check: Does the content make the product look faster than it really is?
• Scope check: Does the content show a bigger, stronger, or broader result than the product normally delivers?
• Feature check: Are all spoken and written claims clearly supported by the PDP?
• Demo check: Did props, editing, or unrealistic scenarios make the effect look stronger than real life?
• Condition check: Did you clearly show setup, charging, curing, or manual steps when they matter?

Frequently Asked Questions (FAQs)

Video Examples by Product Category

1. Portable high-pressure washers and car washers

• Avoid: showing instant deep cleaning or professional-grade results from a small portable washer.
• Why this creates risk: it can imply both instant and exaggerated performance.
• Safer approach: show realistic cleaning speed, realistic dirt levels, and the actual use case supported by the PDP.

2. Handheld, cordless, and car vacuums

• Avoid: saying a mini vacuum has the strongest suction, cleans the whole house, or removes large amounts of debris in 1 pass.
• Why this creates risk: small vacuums often have limited battery life, dust capacity, and cleaning scope.
• Safer approach: position the product for small-space, spot, or car cleaning if that is what the PDP supports.

3. Floor cleaning tablets and multi-surface cleaners

• Avoid: claiming the product dissolves in seconds and removes heavy outdoor stains or deep grease in one use.
• Why this creates risk: the claim can overstate both timing and cleaning scope.
• Safer approach: show the actual floor types, stain types, and cleaning process described on the PDP.

4. Faucet filters cotton and filter cartridges

• Avoid: claiming universal faucet fit, advanced filtration layers, or removal of impurities not supported by the PDP.
• Why this creates risk: compatibility and filtration performance must be accurate and product-specific.
• Safer approach: describe only the supported compatibility range and filtration claims shown on the PDP.

5. Sealing putty and repair products

• Avoid: showing a perfect repair that can be sanded, painted, or weight-bearing immediately after application.
• Why this creates risk: products that need drying or curing time should not be shown as instantly finished.
• Safer approach: show the real repair process and the waiting time needed before the next step.

6. Foldable fan lights

• Avoid: showing automatic opening or a much stronger cooling effect than shoppers should expect.
• Why this creates risk: the content may imply features or performance the product does not have.
• Safer approach: show how the product is actually opened and what the airflow looks like in normal use.

7. Eyewear, sunglasses, and wearables

• Avoid: adding lifestyle, comfort, or health-related benefits that are not on the PDP.
• Why this creates risk: ordinary eyewear should not be promoted with unsupported problem-solving or health-style claims.
• Safer approach: focus on supported features such as style, lens type, or ordinary photochromic performance.

8. Knives

• Avoid: showing a knife effortlessly cutting thick bones instantly or performing like a razor in all situations.
• Why this creates risk: the content may overstate sharpness, durability, or intended use.
• Safer approach: demonstrate realistic food-prep use cases and avoid extreme performance scenes.

9. Solar decorative lights

• Avoid: showing oversized projections, dynamic effects, or immediate lighting without realistic charging conditions.
• Why this creates risk: the content can invent unsupported effects and hide important usage conditions.
• Safer approach: show the actual projection style, scale, and normal daytime charging requirement.

10. Yard trimmers

• Avoid: showing a lightweight trimmer instantly cutting tall grass, branches, and wooden sticks as if it were heavy-duty equipment.
• Why this creates risk: the demonstration can exaggerate power and intended use.
• Safer approach: show the materials and vegetation types the product is actually designed to handle.

11. Electric spray cushion combs and styling tools

• Avoid: promising instant straightening, ultra-fast heating, or other styling functions that the PDP does not support.
• Why this creates risk: timing and function claims must match the actual product capability.
• Safer approach: show normal preheating time and only the styling effect described on the PDP.

12. Fitness resistance bands, massage guns, and vibration trainers

• Avoid: saying the product equals a set amount of exercise or provides body-shaping, pain-relief, drainage, or other special effects not on the PDP.
• Why this creates risk: these products should not be promoted with unsupported performance or body-effect claims.
• Safer approach: focus on ordinary training, massage, or vibration support claims that the PDP clearly describes.

13. Copper bracelets, magnetic bracelets, and magnetic jewelry

• Avoid: claiming relief for pain, circulation, rheumatism, or other body conditions.
• Why this creates risk: decorative accessories should not be promoted with unsupported health-style benefits.
• Safer approach: market the product as jewelry or an accessory unless the PDP clearly supports another claim.

14. Grounding sleep mats

• Avoid: claiming sleep improvement, inflammation reduction, pain relief, or circulation support.
• Why this creates risk: these are unsupported effect claims when the PDP only describes an ordinary household mat or textile product.
• Safer approach: keep the messaging limited to the product materials and ordinary household use described on the PDP.

15. Washing machine cleaning effervescent tablets

• Avoid: claiming deep mold removal, all-surface use, or safety claims that are not stated on the PDP, especially when using staged dirty-water visuals.
• Why this creates risk: the content may exaggerate cleaning effect and invent unsupported safety or scope claims.
• Safer approach: show realistic maintenance use and avoid staged prop swaps that make the result look more dramatic.

Final Publishing Reminder