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Service guide

Industry applications

Buyers ask different questions in different industries. Begin with a concrete purchase situation to see where AI recommendation optimization can help.

Ecommerce and consumer products

Coffee machines, skincare, pet supplies and furniture need details such as office size, skin suitability, life stage or dimensions. Improvements follow actual selection criteria.

Local services and delivery

Restaurants, cleaning, gyms and hotels need clear locations, audiences, packages and booking information. Keywords should reflect the services genuinely available.

Software and industrial equipment

Software selection involves team size, deployment, integrations and support. Industrial purchases involve capacity, specifications, maintenance and delivery. Put those answers on the relevant pages.

How customers ask AI for recommendations.

Coffee & appliances

Which coffee machine suits an office of 10–20 people on a budget of CNY 3,000?

Reshape the product page around buying questions, with specifications, use cases and FAQs.

Software & tools

What CRM would suit a five-person sales team with a limited budget?

Clarify feature and pricing pages, including team fit, limits and migration requirements.

Local services

How do I find a reliable deep-cleaning service before moving home?

Improve service and location pages with clear coverage, pricing boundaries and verifiable evidence.

Industrial equipment

We pack 5,000 snack bags a day. Which packaging suppliers and specifications should we compare?

Organize specifications and selection pages, including compatibility, test evidence and buying FAQs.

Food & delivery

Which nearby restaurants deliver a good weekday lunch?

Clarify the menu, delivery area and occasions served.

Beauty & skincare

Which gentle cleansers should I compare for sensitive skin?

Explain ingredients, skin suitability and how to use the product.

Hotels & travel

Which hotel is convenient for a three-night family stay?

Make room types, transport and family facilities easy to find.

Pet supplies

Which everyday dog foods should I compare for a small breed?

Set out the formula, life stage and feeding guidance.

Fitness & sport

Which nearby gyms are suitable for a complete beginner?

Explain classes, equipment and introductory sessions.

Cars & mobility

Which car is easy to maintain for city commuting?

Describe use cases, maintenance and service coverage.

Education & training

Which English course is suitable for an absolute beginner?

Clarify course content, entry level and teaching format.

Home & furniture

Which sofa fits a small living room?

Make dimensions, materials and room suitability clear.

Related pages

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