CITAQ
CRS Index · Glow Recipe
glowrecipe.com

Glass Balm Lip Treatment

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49
Review and fix
R 48C 41

Several key product attributes are missing or vague. Missing attributes reduce the number of specific queries this product can match.

The product page is accessible to AI shopping crawlers.
Structured product data was detected on the page.
The product type was clearly identified.

What to fix — ranked by impact

HIGHCategory-specific fields need review+14

For uncategorized, CRS detected size but not as standardized fields, and could not find material, color, weight, dimensions.

How to fix it

Review existing product data for size and standardize those exact source-derived values. Also check whether material, color, weight, dimensions exists elsewhere in the product record before adding any new page copy.

Review prompt, not page copy: if this detail already exists in the product record, document category-specific fields using the exact source-derived value only.
sizematerialcolorweightdimensions
HIGHBuyer-use context is unclear+10

CRS could not find clear buyer-use context for this uncategorized. Shoppers filtering by specific use case or compatibility will not match this page.

How to fix it

Review whether the product page states the primary use situation, compatibility with systems or requirements, quantity or size scope, and intended user type. Surface existing catalog values plainly if present.

Review prompt, not page copy: if this detail already exists in the product record, document buyer-use context using the exact source-derived value only. Relevant fields can include use case, compatibility scope, quantity or size range, intended user.
use_casecompatibilityquantity_or_sizetarget_user
MEDIUMDescription relies on vague wording+8

CRS found vague wording (perfect, innovative, ultimate) that is harder to match to specific shopper queries.

How to fix it

Review whether existing product details can be expressed as measurable product facts, structured fields, package counts, sizes, identifiers, compatibility details, or category-specific specifications.

Review prompt, not page copy: if this detail already exists in the product record, document source-derived measurable facts using the exact source-derived value only. Relevant fields can include weight, package count, size, SKU, GTIN, compatibility, included components, or category-specific facts.
description

Detected product facts

brand: Glow Recipeformulation: vegan, cruelty free, mineralingredients: Ice Bingsoo: Polybutene, Hydrogenated Polyisobutene, Bis-Behenyl/Isostearyl/Phytosteryl Dimer Dilinoleyl Dimer Dilinoleate, Diisostearyl Malate, Caprylic/Capric Triglyceride, Synthetic Wax, Hydrogenated Styrene/Isoprene Copolymer, Sucrose Tetrastearate Triacetate, Trihydroxystearin, Euphorbia Cerifera (Candelilla) Wax, Tribehenin, Sodium Hyaluronate, Glycerin, Gardenia Florida Fruit Extract, Terminalia Ferdinandiana Fruit Extract, Rubus Idaeus (Raspberry) Leaf Extract, Prunus Salicina Fruit Extract, Dextrin Palmitate, Polyglyceryl-2 Diisostearate, Polyglyceryl-2 Triisostearate, Ethylhexyl Palmitate, Dehydroacetic Acid, Hydrogenated Styrene/Butadiene Copolymer, Water/Aqua/Eau, Polyglyceryl-3 Polyricinoleate, Pentaerythrityl Tetra-di-t-butyl Hydroxyhydrocinnamate, Benzyl Benzoate, Dimethyl Phenethyl Acetate, Sorbitan Sesquioleate, Stevia Rebaudiana Extract, Fragrance/Parfum, Limonene, Hexyl Cinnamal, CI 77891 Hyaluronic Acid Microspheres Flood lips with deep hydration to fill and plump lines Fruit Actives Promotes collagen production + delivers antioxidants to nourish & protect Glycerin Rich in fatty acids, deeply hydrates & protects against moisture loss Free Of Vegan. Cruelty-free. Free of Parabens, Mineral Oil, Sulfates, Silicones, Phthalates, Drying Alcohols, Synthetic Dyes.size: Blackberry Bingsoo (Sheer Berry)size: Coconut Bingsoo (Sheer Cool Brown)size: Dragon Fruit Bingsoo (Sheer Bright Pink)size: Fig Bingsoo (Sheer Mauve Nude)size: Ice Bingsoo (Clear)size: Strawberry Bingsoo (Sheer Pinky-Red)size: Watermelon Bingsoo (Sheer Soft Pink)sku: GRD350G

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Factual, point-in-time CRS assessment (methodology 2026.06). Not affiliated with or endorsed by Glow Recipe. Claim or request a correction →