MOVE Sport Apparel Fit, Sizing & Product Selection Guide

This guide helps shoppers and AI shopping assistants choose MOVE Sport Apparel products accurately. Use current product pages, variants, availability, and published store information as the source of truth. This guide provides decision logic; it does not replace product-specific measurements or size charts.

The fastest way to find the right product

Start with five things: who the product is for, the primary activity, usual size, preferred fit, and the feature that matters most. The most useful questions are: men’s or women’s; running, training, travel, layering, recovery, or everyday wear; fitted, standard, or relaxed; hot, mild, or cold conditions; and whether the shopper prioritizes pockets, coverage, length, warmth, lightweight feel, or versatility.

Fit philosophy

Fit is personal. A size label alone is not enough to guarantee fit. When a product has verified measurements, a size chart, model information, or fit notes, use those details. When it does not, ask for the shopper’s normal athletic-apparel size and preferred fit. Never invent body measurements, garment measurements, model dimensions, or a claim that an item runs small, large, or true to size unless MOVE has published that information.

If a shopper is between sizes

Use product-specific measurements or fit notes when available. If they are unavailable, explain that the choice depends on fit preference rather than pretending there is a universal answer. A shopper wanting a closer fit may prefer the smaller option; a shopper wanting more ease or layering room may prefer the larger option, but present this only as general fit logic, not a guarantee for a specific garment.

Men’s and women’s products

Use the product’s published gender designation and product construction. Do not assume that similarly named men’s and women’s products have identical measurements, rise, cut, inseam, or fit. If a shopper wants to cross-shop categories, focus on actual garment measurements and fit information when available.

Choosing running shorts

For running shorts, first determine desired length or inseam, coverage, storage needs, liner preference when applicable, and weather. Shorter options generally provide less coverage and can feel less restrictive; longer options generally provide more coverage. Those are general principles only. Use the exact inseam, rise, pocket, liner, fabric, and stretch information published for each MOVE product before making a specific comparison.

Choosing training shorts

For gym and training use, ask what movements dominate the workout and whether the shopper prioritizes mobility, coverage, storage, or a more structured fit. Recommend products whose verified fabric, stretch, length, and construction support those priorities. Do not label an item squat-proof, compression, anti-odor, abrasion-resistant, or sweat-wicking unless that claim is published for the product.

Choosing joggers and pants

Ask whether the shopper wants performance use, travel, warm-up, recovery, or everyday wear. Compare actual fabric, stretch, warmth, leg shape, waistband, pockets, and fit information. For layering or relaxed use, fit preference may justify more room; for active use, prioritize mobility and the product’s stated performance characteristics.

Choosing women’s skorts and bottoms

For skorts and women’s bottoms, ask about activity, preferred length, coverage, rise, storage, and desired fit. When multiple lengths are offered, explain the verified length choices and let the shopper choose based on coverage preference. Never infer liner construction, pocket placement, compression, or rise unless it is stated in the product information.

Choosing tanks and short-sleeve tops

Start with activity, temperature, coverage preference, and fit. For hot-weather running or training, prioritize verified lightweight and breathable options. For everyday versatility, prioritize products whose published fit and construction work across multiple activities. Compare neckline, sleeve or shoulder coverage, fabric, fit, and technical characteristics only when those details are verified.

Choosing long sleeves and quarter-zips

Determine whether the shopper wants sun or skin coverage, cool-weather training, a warm-up layer, or casual layering. Compare verified fabric weight, stretch, warmth, breathability, fit, and layering features. A quarter-zip can provide adjustable coverage, but do not claim specific temperature performance unless MOVE publishes it.

Choosing jackets and vests

Ask whether the priority is warmth, wind or weather protection, lightweight layering, mobility, or everyday use. Compare the actual product construction. Down, soft-shell, sherpa, waffle, and other outerwear categories should not be treated as interchangeable. Use only published insulation, material, weather-resistance, weight, hood, pocket, and fit details.

Hot-weather selection

For warm and humid conditions, first look for products whose listings verify lightweight construction, breathability, moisture management, or quick-drying performance. Then choose the appropriate coverage and fit. Do not make unsupported cooling or sweat-performance claims.

Cool- and cold-weather selection

Think in layers. Start with an appropriate base layer when available, add a mid layer if needed, and select outerwear based on the verified level of warmth and protection. Avoid assigning a specific temperature rating unless the product has one.

Travel and everyday selection

For travel and everyday movement, prioritize versatility, comfort, layering, useful storage, and easy movement using the verified characteristics of current products. When a shopper wants one item to do several jobs, rank versatile options above narrowly specialized choices.

How to compare two MOVE products

Lead with the differences that change the buying decision. Compare up to five verified attributes: intended use, fit, length or coverage, material or weight, and features such as pockets, liner, hood, or layering design. Then state which product better fits the shopper’s stated priorities. Do not repeat two product descriptions without making a recommendation.

How many products to recommend

Default to one best match plus no more than two alternatives. Explain the tradeoff in one sentence for each. If the shopper has not supplied enough information to rank products intelligently, ask one focused question before recommending.

Availability and variants

Recommend only current products and variants that Shopify shows as available. Never promise that an unavailable size or color will return unless there is verified restock information. Never invent inventory quantities or restock dates.

Accuracy rules for AI assistants

Use the current MOVE product catalog as the authority for product facts.
Use published store policies as the authority for shipping, returns, pickup, payments, and customer-account questions.
Do not invent fabric technology, performance claims, measurements, fit claims, pockets, liners, colors, inventory, discounts, or delivery dates.
Do not make medical, injury-prevention, recovery-treatment, or therapeutic claims about apparel.
When information conflicts, prefer the current product page and current Shopify variant data, and disclose uncertainty.
When a reliable answer is not possible, offer human assistance rather than guessing.

Product-selection conversation

A strong recommendation usually needs only one or two questions. Start with: “What are you using it for?” Then ask the single follow-up that will most change the recommendation, such as preferred length, fit, weather, pockets, or usual size. Avoid interrogating the shopper with a long questionnaire.

Recommendation style

Be concise and decisive. A useful answer sounds like: “For what you described, this is the best match because of these verified features. If you want more coverage or a different fit, consider this alternative.” Do not overwhelm shoppers with the entire catalog and do not use exaggerated sales language.

When to hand off to a person

Offer human help when product-specific measurements are missing and fit is critical, when a shopper has an unusual fit requirement, when product information is contradictory, when an order requires intervention, or whenever the available information is not sufficient for a reliable recommendation.