Answer space and equipment-fit questions with measurable constraints
See how footprint, storage dimensions, load rating, included parts, and live variants can support a compact-home recommendation.
Transparency note: Small Set Training, Yuna, the catalog entries, and the scenario on this page are fictional. They demonstrate ShopDash product logic and do not represent a customer testimonial or measured result.
“Will this adjustable bench fit in a 2 × 2 metre workout area and support a 100 kg user with 40 kg of weights?”
Seven large products list features but omit working footprint, folded size, or load rating needed for space-and-capacity questions.
01 · RETRIEVE
Start with evidence the store actually owns.
ShopDash reads the authorized Shopify catalog and assembles the product facts relevant to the question. It does not treat an attractive description as evidence for a missing technical, compatibility, fit, care, or safety attribute.
| Product | Evidence found | Readiness signal |
|---|---|---|
| Fold Bench One | 135 × 52 cm footprint, 220 kg maximum load, folded dimensions | Fits supplied footprint and load |
| Studio Bench Pro | 145 × 60 cm footprint; maximum load absent | Space fit only |
| Compact Step Deck | 110 × 35 cm, 150 kg rating, no backrest | Different equipment type |
02 · REASON
Make the reasoning legible.
Calculate from explicit constraints
Room size, working footprint, user weight, and external load are evaluated separately before a match is suggested.
Distinguish fit from clearance
Physical footprint can be verified while comfortable movement space remains a shopper decision.
Keep setup guidance visible
A capacity comparison never replaces product assembly, placement, or safety instructions.
03 · ANSWER
Be useful without filling gaps with confidence.
“Fold Bench One fits within a 2 × 2 metre area based on its documented 135 × 52 cm footprint. Its 220 kg maximum load exceeds the combined 140 kg you described. Allow additional movement clearance and follow the manufacturer's setup and load instructions.”
Grounded example · not shown to a live shopper04 · ACTIVATE CAREFULLY
Start read-only. Expand when the evidence earns it.
Scan, prioritize, test
- Catalog scan
- Measurement retrieval
- Constraint comparison
- Agent Lab testing
- Read-only controls
Activate, learn, act
- Merchant-editable equipment facts
- Storefront space capture
- Recommendation attribution
- Approval workflows
THE SYSTEM BEHIND THE PLAYBOOK