Context-Aware Copy

Context-Aware Placeholder Text for Every Design

Context-aware placeholder text adapts to your design's specific needs — industry vocabulary, appropriate tone, realistic content length, and element-specific formatting. Unlike generic lorem ipsum, it tells you how your layout actually performs with real-world content.

3 min read

What Makes Placeholder Text "Context-Aware"

Traditional placeholder text is context-blind. Lorem ipsum generates the same Latin text whether you're designing a children's app or a legal document. It has no awareness of:

  • Industry — healthcare vs. e-commerce vs. fintech
  • Element type — headline vs. body copy vs. button label
  • Tone — professional vs. casual vs. urgent
  • Content length — appropriate word count for each element
  • Vocabulary — domain-specific terminology
Context-aware placeholder text understands all of these dimensions and generates copy that matches.

How Context Awareness Changes Design

Industry Context

Tell Claude Ipsum you're designing for healthcare, and it generates text with medical terminology, patient-friendly language, and HIPAA-appropriate phrasing. Switch to e-commerce, and you get product descriptions, pricing language, and shopping-specific CTAs.

Element Context

A headline gets headline-length text with headline-appropriate impact. A product description gets multi-sentence copy with features and benefits. A button gets a concise action verb. Each element receives text that matches its purpose.

Tone Context

A banking app gets formal, trust-building language. A social media tool gets casual, energetic copy. A government portal gets clear, accessible text. The tone matches the audience expectation.

Length Context

Context-aware text respects real-world content patterns. User names are name-length. Addresses are address-length. Error messages are error-message-length. No more arbitrarily long lorem ipsum blocks.

Context-Aware Text in Practice

Designing a Healthcare App

Generic lorem ipsum: "Lorem ipsum dolor sit amet, consectetur adipiscing elit." Context-aware text: "Your lab results from February 24 are ready. Tap to view the full report or schedule a follow-up with Dr. Patel."

Designing a SaaS Pricing Page

Generic lorem ipsum: "Lorem ipsum dolor sit amet." Context-aware text: "Everything in Pro, plus SSO, custom roles, audit logs, and priority support. Perfect for teams of 50+."

Designing a Food Delivery App

Generic lorem ipsum: "Lorem ipsum dolor sit." Context-aware text: "Margherita Pizza — Fresh mozzarella, San Marzano tomatoes, basil. 12-inch. Ready in 25 min."

Benefits for Design Teams

  • Realistic design reviews — evaluate layouts with content that behaves like the real thing
  • Better stakeholder communication — present mockups that non-designers can understand
  • Fewer development regressions — catch content-layout conflicts before code
  • Faster content integration — designs already accommodate real content patterns
  • Stronger portfolios — case studies look more polished with contextual text

Get Started With Context-Aware Placeholder Text

Claude Ipsum is a free Figma plugin that generates context-aware placeholder text for any design. Install it from the Figma Community and replace lorem ipsum with copy that actually fits.

Frequently Asked Questions

What is context-aware placeholder text?
Context-aware placeholder text is AI-generated copy that adapts to your design's specific context — the industry you're designing for, the type of UI element, and the appropriate tone. It replaces generic lorem ipsum with text that behaves like real content.
How does context-aware placeholder text work?
You describe your design context (e.g., 'hero section for a fintech app') and AI generates appropriate placeholder text — correct vocabulary, realistic length, and matching tone. Claude Ipsum does this directly inside Figma.
Why is context-aware text better than lorem ipsum?
Context-aware text tests your layout with realistic content patterns. It reveals edge cases, validates typography choices, and produces mockups that stakeholders can meaningfully evaluate — none of which lorem ipsum achieves.
Can I use context-aware placeholder text for different industries?
Yes. Claude Ipsum generates context-aware text for any industry — healthcare, e-commerce, SaaS, finance, education, real estate, and hundreds more. Each generates industry-appropriate vocabulary and content patterns.

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