Customers ask for products that are not yet in the catalog.
Search, comparison, reviews, and social signals reveal missed demand before it appears in sales numbers.
Turns fashion signals into action.
Deepdosa by DESIGNOVEL connects market intelligence, product planning, creative output, and AI visibility in one practical flow for fashion teams.
Deepdosa by DESIGNOVELIs your brand visible to AI right now?
Check Your Brand in ChatGPT
The issue: demand is visible too late.
Sales data tells teams what already happened. Deepdosa focuses on earlier market signals that shape assortment, design, content, and discovery.
Merchandising decisions need richer evidence.
Market signals, product attributes, and competitor movement become practical planning inputs.
Brands must be found by AI, not only by search engines.
GEO helps fashion products become clearer, more retrievable, and more recommendable in generative answers.
One connected flow for fashion teams.
Each module can stand alone, but the strongest story is end-to-end: sense the market, plan the product, produce the creative, and improve AI visibility.
Step01
Market Intelligence
Detect emerging taste, unmet needs, competitor movement, and season-level opportunities from fragmented market signals.
Market Sensing
Censored Demand
Next Action
Step02
Product Intelligence
Turn demand signals into product planning evidence: attributes, sizes, colors, assortment gaps, and priority items.
Product Planning
Ranking
MD Workflow
Step03
Creative Intelligence
Support design and content teams with AI creative output grounded in brand, product, and market context.
AI Creative Output
Representation
SNS Content
Step04
AI Visibility / GEO
Structure product knowledge for LLMs, RAG systems, and generative search so brands can be surfaced with clearer reasoning.
Domain Ontology
Multimodal Embedding
LLM / RAG
Featured VivaTech solution
GEO Solution for fashion discovery.
Deepdosa's GEO Solution helps fashion brands understand how they appear in AI answers, structure product knowledge for retrieval, and improve visibility across generative search experiences.
Check Your Brand in ChatGPT1
Diagnose AI visibilitySee how your brand appears in AI answers.
2
Structure product knowledgeConnect attributes, context, and brand language.
3
Optimize for retrievalMake products easier for generative engines to understand.
GEO
Visibility
Q&A
Retrieval