Built for the AI shopping era
UGC the shopping agents can actually read.
ChatGPT Shopping, Perplexity, Claude, Google AI Overview, Amazon Rufus. They're all picking which brands to recommend from machine-readable signals. We make sure your UGC, reviews and rights graph are the signal they pick.
Built for the AI shopping era
MCP servers for your UGC
MCP servers for
Public: list_products,
Schema.org by default
Review +
Server-rendered HTML payloads
< 50ms
- MCPModel Context Protocol server
- JSON-LDSchema.org Review + AggregateRating + ItemList
- < 50msP95 agent-query latency
- EdgeMulti-region · server-rendered HTML
- 01
MCP servers for your UGC
Two Model Context Protocol endpoints. A public, read-only one per store for shopping agents, serving rights-cleared UGC, reviews and products. And a private one behind your API key, so Claude or another MCP client can read your own posts, products and analytics (see /mcp).
- Public: list_products, search_ugc, get_product_ugc, get_reviews, get_aggregate_rating
- Private: API key from the dashboard, read-only unless you grant write access
- Sign-in for claude.ai and ChatGPT connectors is coming
- 02
Schema.org by default
Every public UGC surface ships JSON-LD: Review, AggregateRating, ItemList, Product, Offer. Agents see structured data; humans see beautiful widgets.
- Review + AggregateRating per product
- ItemList for shoppable galleries + lookbooks
- Offer linkage so agents quote the right price
- 03
Server-rendered HTML payloads
Every widget returns a static HTML payload from the API. No JavaScript required to parse. Agents read the same surface humans see.
- < 50ms TTFB from the edge
- Markdown + JSON-LD dual-render
- No client-hydration required to read
- 04
Conversational UGC search
Natural-language search against your UGC graph. "Show me beauty reviews from people with sensitive skin who tried this product" → returns ranked results with provenance.
- Hybrid lexical + vector search
- Per-creator authority weighting
- Citations on every answer
- 05
Rights-cleared by default
Every clip an agent serves carries a verifiable rights record + C2PA manifest. The agents that win will be the ones that don’t hallucinate or pirate.
- Per-asset rights state in every API response
- C2PA-aligned content credentials
- Auto-revoke cascades on creator takedown
- 06
Agent-friendly attribution
When an agent drives a purchase, we close the loop. Per-agent revenue attribution, per-query click-through, per-prompt conversion.
- Agent referrer tracking
- Per-prompt conversion analytics
- Revenue split across agents + creators
"If your UGC isn’t machine-readable in 2026, it doesn’t exist as far as the AI shopping layer is concerned."
- Research
- Building
- Beta
- Live
Apply for the MCP-server beta
Selected brands, agencies and AI shopping companies get early access to the Idukki MCP server + a Slack channel with the agentic-commerce team.
- MCP server access keyed to your workspace
- Slack with the agentic-commerce team
- 24-month price-lock + free integration support
We read every message and reply by email. If it fits, we suggest a call.