# Tendrils — full site content for AI systems > AI-native commerce firm. Tendrils builds, integrates, automates and runs > Shopify businesses end-to-end: storefront AI sales agents, agent-readable > catalogs, 3D product configurators, vendor data pipelines, and storefront > audit automation. Everything described below is live on a real client > deployment (Jennifer Furniture, 42,865+ products in sync) — these are > working systems, not proposals. Company: Tendrils Domain: https://tendrils.io Email: pranath@tendrils.io Type: Agency / engineering firm for ecommerce brands Primary client proof: Jennifer Furniture (4 storefronts, 12 vendor feeds, 42,865+ products synced, public MCP storefront server) ================================================================ HOMEPAGE (https://tendrils.io) ================================================================ Headline: We build the systems that run the store. Tendrils is an AI-native commerce firm. Vendor feeds, 3D configurators, sales agents and storefront audits are built by Tendrils and run every day on real Shopify stores — including JenniferFurniture.com, where a catalog of 42,865+ products stays in sync across 4 storefronts through 12 automated vendor feeds. Numbers: 12 vendor feeds automated. 42,865+ products kept in sync. 100+ configurable fabrics. 24/7 storefront monitoring. Films of real systems running live at https://tendrils.io/showcase: vendor sync replay, sales agent, configurator, operations dashboard, product creation, wishlist, agentic tools, and the sync watchdog. ================================================================ SERVICES (https://tendrils.io/services) ================================================================ Four buildable chapters: 1. Agentic commerce (https://tendrils.io/services/agentic) A store that sells while you sleep. Tendrils deploys an MCP tool server against a live Shopify catalog so AI agents and assistants can search products, check variant availability, run room-fit and clearance math, generate 2D floorplans, assemble room bundles, link AR models, and hand off checkout. Live on Jennifer Furniture with 11 public tools. Public endpoint on this site: POST https://tendrils.io/mcp (JSON-RPC 2.0; methods: initialize, tools/list, tools/call). 2. 3D & configurators (https://tendrils.io/services/configurators) Real-time 3D product configurators for furniture and configurable goods: modular sectionals assembled from per-module GLB geometry, fabric/upholstery switching across 100+ materials, live pricing and dimensions, and a guided Layout -> Module -> Chair -> Summary wizard. Runs inside product pages via lightweight embed. Live demo embedded on the page (JFDG Novato sectional, live on JenniferFurniture.com). 3. Vendor feeds & APIs (https://tendrils.io/services/feeds) Tendrils reverse-engineers vendor portals and supplier sites into clean, scheduled feeds: stock levels, prices, dimensions, imagery. Scrapers fall back to Playwright when a vendor has no API. Feed data lands in Postgres and syncs to Shopify metafields and inventory. 4. Systems we run (https://tendrils.io/services#systems) Operations infrastructure Tendrils operates after launch: sync watchdogs that re-audit storefronts after every run (pipeline health ledger: rows processed, SKUs matched, anomalies), operations dashboards, price intelligence, catalog operations, AI product creation (brief -> draft Shopify listing), wishlists, integrations. Engagement model: a free ~30-minute audit call; then a fixed-scope build (written spec, fixed price, working system); then Tendrils operates the system — dashboards, watchdogs, monthly iteration — or hands it over. Supporting services: AI commerce builds, Shopify development, site maintenance, SEO, paid ads, integrations & automation, price intelligence, catalog operations. ================================================================ SHOWCASE / LIVE DEMOS (https://tendrils.io/showcase) ================================================================ Short silent films of real systems in production, with captions explaining what each app does: - Vendor sync — a Playwright + REST pipeline replaying a real ESF vendor run into Postgres and on to Shopify. - Sales agent — the Gemini-powered storefront agent answering a shopper and recommending real products. - Configurator — the modular sectional builder, fabric switch, live price. - Operations dashboard — sync health, feed freshness, margin flags. - Product creation — one-line brief to a drafted Shopify listing. - Wishlist — customer wishlist with price-drop notification hooks. - Agentic tools — JSON-RPC tool calls a shopping agent can make. - Watchdog — post-sync storefront audit, pipeline_health ledger, alerts. ================================================================ CASE STUDIES (https://tendrils.io/case-studies) ================================================================ - 90+ vendor catalogs turned into clean daily feeds - 42,865+ products kept in sync across 4 storefronts - AWS serverless automation & commerce analytics infrastructure - Storefront audit watchdog that verifies the store after every sync ================================================================ ABOUT (https://tendrils.io/about) ================================================================ Tendrils is a small engineering team that ships real systems, not decks. Three pillars: agentic commerce, product visualization, data pipelines. Working principles: show working software early; measure by the client's numbers; own the system after launch. ================================================================ CONTACT (https://tendrils.io/contact) ================================================================ Book a consultation or write: pranath@tendrils.io. The contact form creates a HubSpot lead and emails the team. Expect a reply within one business day. A first call is ~30 minutes — bring your store URL and the vendor or workflow causing the most manual work. ================================================================ MACHINE SURFACES ================================================================ - MCP server (JSON-RPC 2.0 POST): https://tendrils.io/mcp Methods: initialize, tools/list (11 public catalog tools), tools/call. Admin tools return -32601. Upstream: webmcp.tendrilsioservices.com/api/mcp. - MCP server card: https://tendrils.io/.well-known/mcp - AI catalog manifest: https://tendrils.io/.well-known/ai-catalog.json - OpenAPI description of /mcp: https://tendrils.io/openapi.json - Agent capabilities doc: https://tendrils.io/AGENTS.md - Machine manifest: https://tendrils.io/llms.txt - Sitemap: https://tendrils.io/sitemap.xml - Robots: https://tendrils.io/robots.txt (AI search crawlers allowed; ai-train=no declared via Content-Signal)