When procurement engineers and B2B buyers ask ChatGPT, Claude, Perplexity, or Google AI Overviews to source components by tolerance, material, or certification, PDF-locked catalogs get skipped. Forge Commerce (.si) liberates specs into visible HTML & 1:1 JSON-LD, scores your storefront across our 8-category GEO Report, governs parent Product Families, and routes AI buyer RFQs through Foundry OMS & MCP.
Enter your storefront URL to preview how ChatGPT, Claude, Perplexity, and Google AI Overviews evaluate your catalog across Access, Answers, Facts, Commerce, Structure, Trust, Discovery, and Actionability.
Access, Answers, Facts, Commerce, Structure, Trust, Discovery, and Actionability.
Prevents 500 identical SKU pages from drowning out your homepage and category hubs.
Author on staging, approve with your team, and promote safe drafts to production.
Every schema update, FAQ, spec table, and Foundry OMS quote is human-approved.
Whether an electrical engineer asks Claude for an ANSI/ESD S20.20 corrugated container or a wellness buyer asks ChatGPT to compare proteolytic enzyme blends, retrieval engines filter out vague storefronts.
Real-time AI shopping and procurement agents rarely parse 20-page PDF catalogs during live user turns. Forge liberates dimensions, materials, and certifications into semantic HTML spec tables (_forge_aeo_specs) paired 1:1 with Product.additionalProperty JSON-LD.
Industrial product lines often split 30 dimensional sizes into separate child SKUs with thin descriptions. Forge groups child SKUs under parent Product Families that own shared FAQs and thumbnails—automatically inherited by every child SKU.
Default WAF rules frequently block GPTBot, ClaudeBot, or PerplexityBot, while stacked SEO plugins emit conflicting JSON-LD. Forge verifies crawler access, enforces visible-to-schema parity, and serves /llms.txt routing hygiene.
Forge replaces noisy, unweighted SEO audits with an 8-category agentic readiness model using template clustering (1 + ln(members)) so 500 identical SKU pages never drown out your homepage or category hubs.
HTTP 200 status, canonical coherence, indexability, and explicit crawler directives for GPTBot, ClaudeBot, PerplexityBot, and Google-Extended.
Answer-first opening blocks, heading-to-answer alignment, visible FAQ pairs, and Product Family inherited FAQs.
HTML spec tables liberated from PDFs (_forge_aeo_specs), units, tolerances, SKUs, and schema additionalProperty parity.
Complete Product/Offer JSON-LD, SKU identifiers, stock/lead-time clarity, or explicit RFQ quote routing.
Semantic heading hierarchy, tabular data markup, clean DOM extraction, and zero parity drift between visible copy and JSON-LD.
Organization identity, certifications (ISO/ANSI/ESD/GMP), author/entity provenance, and verified compliance boundaries.
Internal link graph, XML sitemap coverage, llms.txt agent routing hygiene, and parent-to-variant family linking.
Clear conversion paths, structured RFQ/cart endpoints, and governed Forge Foundry MCP tool availability.
Test how your team operates Forge from Claude Code, Cursor, or Codex via @tvs/forge-mcp—and how external AI procurement agents discover specs and submit review-gated RFQs via forge-foundry-mcp.
Start with AEO & Agentic Storefronts to fix technical readiness, then activate Journeys & Pulse, Valkyrie Assist, and Foundry OMS & MCP inside the same workspace.
Benchmark your catalog with the 8-category GEO Report, group variants into Product Families with inherited FAQs, liberate PDF specs into _forge_aeo_specs HTML + JSON-LD, ground AI generation in your Account Knowledge Base, and promote approved staging drafts to production.
@tvs/forge-mcp)The agentic quote-to-order hub for manufacturers and multi-brand operators. Expose governed catalog discovery, structured RFQ intake, and order status tools to AI buyer agents while keeping human approval between every agent request and your ERP.
See when AI answer engines actually send buyers to your site and how those visitors convert. A lightweight (<5 KB), consent-safe 1st-party snippet tracks journeys across pages, Shadow-DOM forms, and WooCommerce checkouts.
Turn technical catalog authority into outbound pipeline. Import CSV lists or Apollo.io prospects into a pre-CRM staging workbench, enrich columns across 5 AI providers grounded in your Account Knowledge Base, and graduate only approved leads into CRM.
Explore how Forge Commerce adapts schema types, Product Family structures, and compliance guardrails to your industry.
Liberate PDF datasheets into HTML spec tables, group dimensional variants into Product Families, and capture engineer RFQs.
Publish structured supplement panels, COA verification links, and DSHEA-compliant FAQs with human review gates.
Expose public technical attributes and case-pack rules to AI procurement agents while gating contract pricing.
Replace vague lifestyle copy with structured sizing, material comparisons, and verified merchant attributes.
Structured for both human decision-makers and AI retrieval engines via FAQPage JSON-LD.
Run your free 8-category GEO Report preview below or schedule a 30-minute walkthrough covering Product Families, spec liberation, Operator MCP, and Foundry OMS.
Enter your storefront URL to preview how ChatGPT, Claude, Perplexity, and Google AI Overviews evaluate your catalog across Access, Answers, Facts, Commerce, Structure, Trust, Discovery, and Actionability.