Exact Terms
Worked examples

The right vocabulary changes the answer.

Side-by-side: what people type, what an expert would call it, and how the exact terms make the output less generic.

Before · vague

“Make an image of a founder working late. Make it premium and not stock.”

Right words

editorial photography, cinematic lighting, production design, shallow depth of field, negative prompt.

After · sharp

Create a premium editorial photograph of a founder in a quiet office: motivated key light, intentional production design, 50mm portrait lens, shallow depth of field, with a negative prompt for stock-photo artifacts.

Before · vague

“Fix my multi-step builder. It breaks when users go back or the API fails.”

Right words

statechart, transition table, guard condition, draft persistence, idempotency, recovery path.

After · sharp

Model this builder as a statechart with an explicit transition table, guard conditions, draft persistence, idempotent submits, retry policy, and recovery paths for partial failure.

Topics

Start with the kind of problem you are trying to solve.

Each topic covers a real "what do I call this?" situation. Browse a guide, or filter the term finder by topic.

Full glossary Index

Full glossary — every term, one map.

The full A-Z of every Exact Terms term. Visual direction, resilient workflows, UX mechanics, research language, and buyer messaging — all with plain meanings, handoff phrases, and related paths.

  • 63 expert terms
  • Plain-language meanings
  • Handoff-ready phrases
  • Related vocabulary trails
63 terms · 5 domains Open glossary →
Image vocabulary Topic

Image vocabulary terms

For people who can picture the frame but not the art direction, lighting, lens, or composition terms.

  • Editorial photography
  • Cinematic lighting
  • Negative prompt
  • Photorealism constraints
art · light · lens Open topic →
Workflow reliability Topic

Workflow reliability terms

For vibe-coded builders that need explicit transitions, guards, retries, and recovery paths.

  • Statechart
  • Idempotency
  • Draft persistence
  • Transaction boundary
state · failure · retry Open checklist →
Product UX Topic

Product UX terms

For turning vague product friction into concepts an AI design partner can reason about.

  • Information architecture
  • User mental model
  • Progressive disclosure
  • Activation moment
IA · flow · empty Open topic →
Startup validation Topic

Startup validation terms

For research questions, segments, switching costs, and the evidence bar that actually unlocks a decision.

  • Problem-solution fit
  • Evidence standard
  • Riskiest assumption
  • Demand signal
startup validation · evidence Open startup terms →
Buyer messaging Topic

Buyer messaging terms

For landing pages, positioning, value props, objections, and copy that holds up under skepticism.

  • Positioning
  • Value proposition
  • Message hierarchy
  • Objection handling
positioning · proof Open topic →
How it works

Translate what you mean into what experts call it.

Three steps. No accounts. Your typed text is not saved by default.

  1. Describe what you need

    Use symptoms, vibes, or half-formed intent.

    The term finder is tuned for non-expert language. The messier the input, the more useful the translation.

  2. Get better words

    See the vocabulary and why it fits.

    Each card shows plain meaning, why it matched, related concepts, and the exact phrase to hand an AI tool.

  3. Use your terms

    Send keywords or a structured brief.

    Use the result in a coding agent, image generator, research assistant, design critique, or product spec.

FAQ

Questions people usually have.

Is this a prompt generator?

No. Exact Terms helps you find the words an expert would use. A prompt is only one possible way to reuse those words in another tool.

Who is this for?

Founders, builders, designers, students, operators, and anyone who knows the outcome they want but not the exact terms an expert would use.

Do you save what I type?

No. Your typed text is used on the page to find matching terms and is not saved by default. See the privacy notes for details.

What if I cannot find the right term?

Use the feedback link or the missing-term box to tell us what you expected to see. That helps us improve the vocabulary.