The everyday workbench for AI-assisted work
Prompt Prober is a side-panel workspace that works with any AI chatbot including Claude, ChatGPT, and Gemini. It pulls in the context you'd otherwise juggle across ten tabs, sharpens whatever you're about to send, and checks what comes back — the whole job, not just the asking.
Free local scoring, forever. Your first 10 eligible prompts get full Premium Enhancements on us.
Everything around the prompt
Tools for the three moments of every AI task — getting your material ready, making the ask, and deciding whether to trust the answer.
Clarity, Context, Specificity, Structure, Tone and Model-fit — scored instantly on your device, with every weakness pinned to the exact phrase causing it.
One click rebuilds your prompt with role, task, constraints and output shape filled in. Provider-neutral by design — works across any AI chatbot without lock-in.
Reading five tabs for one document? Harvest each page straight into your prompt as compact source notes — you keep control of what goes in.
Snap any table or chart on screen; it's read as structured visual context and lands in your Context queue and in the chat itself. The visual data stays transient on our side.
Before you trust an AI answer, Prober judges it for unsupported claims and missing caveats — so confident-sounding nonsense gets caught before it ships.
Engineered for your domain
Select your role to see how Prompt Prober reframes vague requests into authoritative, actionable prompts.
Interactive Workspace
Click across the tools below to preview how each capability operates right beside your active ChatGPT, Claude, or Gemini tab.
How it works
Harvest notes from other tabs and snap a table off any screen — the raw material reaches your workspace without a single copy-paste relay.
Your request is scored as you type, weak spots are pinned, and one click rebuilds it with role, context and constraints — one strong message instead of three apologies.
The red-team check flags unsupported claims and missing caveats before that answer lands in an email, a doc or a pull request.
Privacy posture
Scoring and local rewriting run inside your browser. Your content leaves your machine only when you choose a managed Premium Enhancement, Snapcopy analysis, or Response Grounding check — never for the free local work.
Pricing
Fine print ruins trust — so there isn't any. A clear monthly budget of managed work, and honest free tooling underneath it.
$0/ forever
For occasional prompting that just needs direction.
$9/ month
For daily drivers: research, reports, code review, client work.
Questions, answered plainly
Today: claude.ai, chatgpt.com, and gemini.google.com in Chrome or Edge, with support for any AI chatbot. The rewrite lands right inside your conversation tab, so you stay where you already work.
Local scoring and local rewriting never send your prompt to us — that runs on your device. When you explicitly choose a Premium Enhancement, Snapcopy snip analysis, or Response Grounding check, that request is processed by our managed AI service, then discarded. Your history is text-only and stored in your browser, not on our servers.
No. We don't use your content for training, and we don't sell it. The privacy posture above is the whole policy in plain language.
You drop back to local mode — which keeps working forever — and the panel tells you exactly what changed instead of silently degrading. Premium provides 300 managed Premium Enhancements and Snapcopy analyses per calendar month, plus Response Grounding.
Ready when you are
Install once — harvest, sharpen and verify from your very next message, in the tab you already work in.
Add Prompt Prober to Chrome — free