Bot It AI Bot It AI
Use Cases

What the audit finds in your vertical, and what Bot It fixes

Every category has its own set of attributes AI agents filter on. Here is what usually turns up missing, and what Bot It writes for you.

👔

Fashion & Apparel

The audit usually finds options named "Title", no fabric or fit attributes, and titles like "Ocean Breeze". Bot It renames options, sets fabric, color, size type, target gender and age group from Shopify’s taxonomy values, and writes fit notes agents quote back to shoppers.

Fabric & color Target gender Fit notes
📱

Consumer Electronics

Spec-driven queries need explicit data. The audit flags missing barcodes (the cross-retailer identity key), thin descriptions and unset compatibility attributes. Bot It writes the spec-dense description and attributes; it tells you where to get real GTINs rather than inventing them.

GTIN check Spec descriptions Compatibility attributes
🏠

Home & Garden

Room-matching queries fail when dimensions, material and weight are blank. The audit lists them per product; Bot It fills material and color attributes, alt text that names the piece and the room, and weights needed for delivery estimates.

Material Weight & dimensions Alt text
💍

Beauty & Personal Care

Skin type, form and scent are category attributes agents filter on. Bot It sets them explicitly, writes ingredient-forward descriptions, and keeps claims inside what your listing already states. Nothing is invented.

Skin type Form & scent Ingredient descriptions
🍽

Food & Beverage

Dietary preference, flavor and package size are filterable attributes. The audit finds them unset on most catalogs; Bot It fills them from the label text and photos and flags products still missing a barcode.

Dietary attributes Flavor Barcode check
🏋

Sports & Outdoor

Activity, gender, size and material decide whether gear appears for "trail running shoes for wide feet". Bot It sets the taxonomy attributes, writes condition-aware descriptions, and tracks your rank for the queries you care about.

Activity Material Rank tracking
💎

Jewelry & Accessories

Gift queries are intent queries. Bot It sets material, stone, color and occasion attributes, writes gifting context into the narrative, and makes sure every image carries alt text that names the piece.

Material & stone Occasion Alt text
💊

Health & Wellness

Supplements need form, flavor, count and dietary attributes plus a real GTIN. The audit scores each; Bot It applies the attributes it can verify and leaves health claims to you.

Form & count Dietary attributes GTIN check
Deep Dive: Fashion & Apparel

Three queries, before and after

What a fashion catalog looks like to an agent before and after the audit closes the gaps.

Agent Query
"Find me a sustainable women’s blazer under $150"
Without Bot It: The blazer has no fabric attribute, no target gender, and options named "Title". Shopify infers what it can; the agent filters on explicit attributes and the blazer never enters the result set.
With Bot It: Bot It sets fabric, color and target gender from Shopify’s taxonomy values, renames the option to Size, and writes the sourcing details into the description. The product now passes the filters instead of hoping to be inferred into them.
Agent Query
"What should I wear to a beach wedding?"
Without Bot It: The maxi dress is categorized only as "Dresses" with a 30-word description. The agent has nothing to match "beach wedding" against.
With Bot It: Bot It moves it to the leaf category, sets occasion and dress style attributes, and writes a 150-plus-word description and narrative that name the occasion. Intent queries now find it.
Agent Query
"Best rated linen shirts for summer"
Without Bot It: The shirt has 200 reviews on Judge.me, but they never reach the catalog, and ratings are a search filter.
With Bot It: Bot It syncs the rating and review count (Pro), and the enrichment proxy attaches the top quotes for agents that ask. The Rank Tracker shows where the shirt places for that query, night after night.

Your vertical. Your products.
Your AI advantage.

The audit is free and shows you the gaps in your vertical in minutes. Live in the Shopify App Store today.

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