Hypotenuse AI is an enterprise-focused AI platform for ecommerce teams that need accurate product data, on-brand descriptions, and studio-quality images at catalog scale. It helps retailers and brands enrich attributes, generate SEO-ready product copy, standardize visuals, and monitor performance across Google, Amazon, Walmart, and AI discovery surfaces.
How It Works
Teams import or connect product catalogs to a centralized workspace where Hypotenuse enriches missing attributes, tags categories, generates descriptions in bespoke brand voices, and prepares images for channel requirements. Approved content and assets can publish directly to ecommerce stores and marketplaces, then rank performance is tracked for ongoing optimization.
Key Capabilities
- Product description generation: Bulk-create unique titles and descriptions aligned to brand guidelines.
- Attribute enrichment: Fill missing specs from web research, UPC data, spec sheets, and image extraction.
- Tagging and taxonomy: Classify products against Google, Amazon, or custom taxonomies.
- AI image editing: Replace backgrounds, upscale, crop, and place products in lifestyle scenes.
- Digital shelf optimization: Track rankings and keyword opportunities across major retailers.
- Guideline checker: Flag content that violates retailer or brand requirements before publish.
Enterprise Features
Hypotenuse targets Fortune 500 and global retail teams with SOC 2 Type II compliance, granular access control, bespoke AI models, custom PIM and ERP integrations, dedicated account management, and team workflows. Customer logos on the site include MediaMarkt, Billabong, Quiksilver, Crunchyroll, and other large consumer brands.
Use Cases
- Retailers onboarding hundreds of SKUs weekly with incomplete supplier data.
- Marketplace sellers localizing product copy across dozens of languages.
- Brand teams standardizing PDP images and descriptions across channels.
- Enterprises connecting Hypotenuse to Akeneo, Salsify, Shopify, Amazon, and Walmart stacks.
Integrations
Native and custom integrations cover Shopify, Amazon, Walmart, WooCommerce, BigCommerce, WordPress, Wix, Webflow, Akeneo, Salsify, Plytix, PIMcore, Stibo, and Target. Teams without a PIM can use Hypotenuse as the primary product content and image workspace.
Plans and Pricing
Hypotenuse uses sales-led pricing for ecommerce customers. Public plan names include Basic for smaller catalogs under roughly 100 products and Ecommerce Enterprise for large teams with complex workflows. Both tiers are listed as custom pricing on the pricing page, with self-serve trial signup available for evaluation and demo booking for enterprise rollout.
Basic includes one seat, 40+ languages, and access to the product description generator plus more than 20 ecommerce content types. Enterprise adds product enrichment, taxonomy management, bulk image editing, bespoke models, channel guideline checks, custom integrations, and dedicated onboarding.
Security and Data Ownership
Hypotenuse states that customer data is not used to train public models, content ownership stays with the customer, and data is encrypted in transit and at rest. The platform supports security reviews for enterprise procurement teams.
AI Discovery Positioning
Beyond traditional SEO, Hypotenuse frames enriched product data and context-aware descriptions as inputs that help products surface in ChatGPT, Perplexity, Gemini, and Google when shoppers research purchases through AI interfaces.
Catalog Scale Considerations
Hypotenuse is designed for retailers managing thousands to millions of SKUs where manual copywriting and image cleanup cannot keep pace with merchandising deadlines. Bulk CSV and XLSX import/export let operators process large batches, while PIM integrations keep enriched attributes synchronized with downstream channels. Custom formatting rules help teams publish different copy structures for Amazon, Walmart, and owned ecommerce sites from one source of truth.
Evaluation Path
Prospective customers typically begin with a free trial for small catalogs or book an enterprise demo when enrichment, bespoke models, and ERP integrations are required. Because pricing is custom, procurement teams should confirm seat counts, SKU volume, image editing quotas, and language coverage during the sales process.
Channel-Specific Publishing
Retailers often need different title lengths, bullet formats, and compliance language per marketplace. Hypotenuse supports custom formatting and guideline checks so operators can publish Amazon-ready copy separately from DTC storefront variants without maintaining duplicate spreadsheets manually.
