Exact Terms / AI term finder
Describe the rough version of what you mean. Exact Terms returns the right domain terms, why they fit, and a copy-ready prompt for a coding agent, image generator, research assistant, or spec writer.
Side-by-side: what people type, what an expert would have said, and the prompt that produces a non-generic result.
“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.
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.
“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.
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.
Each pack covers a real "what do I call this?" situation. Browse them as crawlable pages, or filter the workbench by topic.
Crawlable glossary of every Exact Terms term. Visual direction, resilient workflows, UX mechanics, research language, and buyer messaging — all with plain meanings, prompt-ready phrases, and related paths.
For people who can picture the frame but not the art direction, lighting, lens, or composition terms.
For vibe-coded builders that need explicit transitions, guards, retries, and recovery paths.
For turning vague product friction into concepts an AI design partner can reason about.
For research questions, segments, switching costs, and the evidence bar that actually unlocks a decision.
For landing pages, positioning, value props, objections, and copy that holds up under skepticism.
Three steps. No accounts. No prompts saved by default.
The workbench is tuned for non-expert language. The messier the input, the more useful the translation.
Each card shows plain meaning, why it matched, related concepts, and the exact phrase to hand an AI tool.
Drop the prompt into a coding agent, image generator, research assistant, design critique, or product spec.
No. The durable value is fuzzy-intent-to-domain-vocabulary translation. The prompt is only the handoff format — the vocabulary is what makes the output non-generic.
Founders, builders, designers, students, operators, and anyone who knows the outcome they want but not the exact terms an expert would use.
No. This static version runs locally on the page and does not store your search text by default. See the privacy notes for analytics posture.
By adding high-quality expert term packs, tracking which terms help users in production, and publishing crawlable vocabulary pages for organic discovery.