Liberated Supplement Facts & Assays
Publish structured HTML tables and schema properties for serving size, active ingredient forms, standardization percentages, proteolytic/enzymatic units, and excipient-free certifications.
Industry Playbook • Nutraceutical, Supplement & Wellness Brands
Structure Supplement Facts, Clinical Evidence & DSHEA-Safe Answers for AI Search
Consumers and practitioners increasingly ask ChatGPT, Claude, and Perplexity to compare bioavailable formulas, digestive enzymes, and clean-label ingredients. Forge Commerce (.si) converts flat Supplement Facts graphics into machine-quotable HTML & JSON-LD while enforcing strict DSHEA / FTC compliance guardrails and mandatory human review gates.
Formulation Clarity Meets Governance
Why High-Efficacy Formulas Lose AI Recommendations to Generic Competitors
If your active ingredients, clinical dosages, and third-party testing live only inside flattened label PNGs, AI answer engines cannot verify why your formula is superior.
DSHEA & FTC Guardrails in Knowledge Base
Configure your Account Knowledge Base with approved structure/function phrasing, required FDA disclaimers, and prohibited disease terminology so every drafted FAQ stays within regulatory bounds.
Entity Provenance, cGMP & COA Trust
Boost your GEO Report Trust grade by linking cGMP manufacturing credentials, scientific advisory reviewers, and batch COA verification directly in visible copy and structured schema.
Nutrition & Wellness FAQ
Answers on Compliance Guardrails, Shopify & Supplement Schema
How does Forge prevent AI from generating non-compliant health or disease claims?
Every AI generation in Forge is grounded in your Account Knowledge Base (Settings › Knowledge), where your regulatory team defines explicit DSHEA structure/function guardrails, prohibited disease terms, and required FDA disclaimers. Furthermore, every generated summary, FAQ, and schema payload is 100% review-gated—nothing publishes to Shopify or WooCommerce without human sign-off.
Why do supplement facts panels trapped in PNG images hurt GEO Report scores?
Most nutraceutical brands display their Supplement Facts panel only as a flattened image on the PDP. AI shopping and research assistants need machine-readable HTML tables and structured properties (active ingredients, enzymatic activity units, capsule count, allergen status, and third-party COA verification) to compare and cite formulas accurately.
How do Product Families help multi-size or multi-flavor supplement lines?
Whether you sell 60-capsule, 120-capsule, and bulk practitioner bottles on Shopify or WooCommerce, Forge groups variants under a parent Product Family so mechanism-of-action FAQs and clinical study summaries inherit cleanly across every bottle size.
Can Forge serve both DTC shoppers and B2B bulk ingredient buyers?
Yes. Brands like EnzymEnergy / AstraZyme use structured consumer readiness on their DTC storefront while exposing technical stability, pH profile, and COA specifications for B2B formulators.
Nutrition & Supplement GEO Audit
Benchmark Your Supplement Storefront on forgecommerce.si
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.
Forge .si GEO Report Engine — Local Interactive Demo
Run Your Free 8-Category GEO Report Preview
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.
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Or test an instant sample preset (local deterministic simulation):