LLM ShelfHome care
Does AI connect a specific household problem with your product?
The audit shows how AI guides a user from a need to categories, products, brands and retailers in this sector.
Request an auditI cannot get my grill clean. What should I buy to remove burnt-on grease?
AI suggests degreasers, burnt-on residue cleaners, accessories and household remedies.
Give me specific products and explain which one is safest for the grill grate.
AI moves to brands only after the user specifies the surface and expected result.
Example use cases
Burnt-on grill residue
Bathroom limescale
Kitchen grease
Washing children’s clothes
Allergies and fragrance-free products
Oven cleaning
Example personas
Parent
Home and garden owner
Allergy sufferer
Pet owner
FAQ for home care
Does AI recommend brands or entire categories?
We measure both levels: whether AI reaches the category and whether it activates a specific brand.
How are prompts selected?
From real consumer needs, search language, product claims and competitors.
Do you analyse follow-ups?
Yes, because specific brands often appear only after the user narrows the question.
Does the audit include retailers?
Yes. Retailers and marketplaces can reinforce or take over the answer.
What do I receive after the audit?
KPIs, example answers, a competitive map and recommendations for marketing and ecommerce teams.