Dimensions and weight are half the buying decision
No other category is bought by numbers like furniture: width, depth, height, seat height, load capacity. If those figures only live in a product image or PDF spec sheet, the AI can’t answer the alcove question with your sofa. Dimensions belong in the description as text and ideally as depth/width/height properties in the product schema – then your product becomes concretely recommendable for measurement queries.
Freight shipping: the cost question that decides your recommendation
On a wardrobe, an $80 freight charge is purchase-deciding – and users explicitly ask the AI about total costs. Stores that reveal freight costs and delivery details (curbside vs. room of choice, old furniture removal) only at checkout stay vague in the answer or drop out entirely. A structured, publicly reachable freight shipping page is a direct visibility lever in this niche.
Materials and sustainability: spell it out
“Solid wood or veneer?”, “Removable cover?”, “FSC-certified?” – attribute questions like these decide between two similar products. AI assistants compare based on text: the store that spells out wood species, upholstery fabric with rub counts and certifications wins against the one that says “premium materials”.
These checkpoints matter most for Furniture
Product descriptions > 50 words, structured
Dimensions, materials, assembly notes: furniture needs the most detailed descriptions of any niche – as text, not as an image or PDF.
Structured shipping & returns info findable
Freight costs and bulky-item returns are THE objections in online furniture buying. Without findable answers, the AI recommends stores that provide them.
Complete schema (price, availability, delivery time)
With 4–8 week lead times, availability/deliveryTime markup is decisive – “ships now” is a genuine recommendation criterion for furniture.
Frequently asked questions
Why doesn’t ChatGPT recommend my furniture store?+
Most common cause in this niche: dimensions and shipping costs aren’t machine-readable – they hide in images, PDFs or behind the checkout. The scan shows what AI crawlers can actually read on your product pages.
How do I state dimensions correctly for AI systems?+
Twice: as readable text in the description (W × D × H) and as structured properties (width, depth, height) in the product schema. That way the AI answers measurement questions directly with your product.
Do I really have to publish freight costs?+
For AI visibility: yes. Users ask about total costs, and the AI only cites what it can read. A clear shipping page with freight tiers makes you quotable – surprise costs at checkout hurt conversion anyway.
What does the check cost?+
Nothing – 60 seconds, no sign-up, with a 0–100 score and your concrete deficits.
Check your furniture store – free
Enter your URL and see in 60 seconds whether your dimensions, materials and shipping info are readable to AI assistants.