Prompt

What's the best product formulation software for developing new shampoo and skin care formulas?

Latest observation

Aug 12, 2026 · OpenAI APIWeb search: off

There isn’t one single “best” product formulation software for shampoo and skin care—the best choice depends on whether you want R&D formula management, regulatory compliance, ingredient costing, or full product lifecycle management.

Top options to consider

1. Presage / Formulary products (industry-focused formulation tools)

  • Good for: cosmetic and personal care formulation teams
  • Strengths:
    • Formula versioning
    • Ingredient and raw material management
    • Batch scaling
    • Some regulatory/documentation support
  • Best if you want a purpose-built formulation workflow rather than a generic product lifecycle system.

2. Dassault Systèmes ENOVIA / BIOVIA

  • Good for: larger companies or teams needing strong R&D + compliance infrastructure
  • Strengths:
    • Robust formula and specification management
    • Integration with broader R&D and PLM systems
    • Data traceability
    • Regulatory and collaboration features
  • Best if you’re building a scalable enterprise R&D stack.

3. Tech Transfer / cosmetics formulation databases

  • Good for: formulation scientists who want ingredient databases and processing support
  • Strengths:
    • Fast formula ideation
    • Ingredient search and substitutions
    • Useful for cosmetics-specific development
  • Best if your team wants faster product ideation and ingredient comparison.

4. Arena PLM / Centric PLM / SAP PLM

  • Good for: companies needing full product lifecycle management
  • Strengths:
    • BOMs, specs, approvals, change control
    • Supplier collaboration
    • Scalability
  • Best if formulation is just one part of a broader product development and operations system.

5. Excel + Airtable/Notion + regulatory tools

  • Good for: startups and small brands
  • Strengths:
    • Low cost
    • Flexible
    • Easy to start
  • Best if you’re early-stage and need a lightweight process before investing in enterprise software.

What matters most for shampoo and skincare

Look for software that supports:

  • Ingredient INCI naming
  • Percent composition and phase structure
  • Batch scaling
  • Stability testing records
  • Allergen / restricted substance checks
  • Regulatory compliance (US, EU, UK, etc.)
  • Spec and COA tracking
  • Formula version control
  • Supplier and raw material substitution tracking

My practical recommendation

  • Startup / small brand: Airtable or Excel initially, plus regulatory/compliance tools
  • Growing cosmetics brand: a cosmetics-focused formulation platform or lightweight PLM
  • Enterprise: BIOVIA/ENOVIA, SAP PLM, Arena/Centric PLM depending on workflows

If you want the shortest answer

For new shampoo and skin care formulas, I’d usually recommend:

  • Best specialized option: a cosmetics-specific formulation platform
  • Best enterprise option: BIOVIA/ENOVIA
  • Best budget option: Excel/Airtable until you need stronger controls

If you want, I can also give you:

  1. a comparison table of the best software options,
  2. a recommendation based on your company size, or
  3. a list of cosmetics formulation tools specifically used by indie brands and labs.

Observation history

Unlock observation history

Create a free Obsurfable account to unlock historical responses, model comparisons, and deeper brand intelligence.

How did Obsurfable measure this prompt?

Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.

Which AI systems does Obsurfable collect answers from?

OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, and Meta AI.