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AI Feature Feedback Synthesis

Paste a representative sample of support tickets, NPS verbatims, in-product feedback, and Slack DMs. Get themes with frequency, the model-vs-product split that drives correct ownership, and a prioritized action list for the next sprint.

Most common failure mode (conflating model and product issues) handled explicitlySafety / fairness / regulatory flags surfaced separatelyDistinguishes loud-but-isolated from genuinely common themes

Results in ~30 seconds · Saves ~1 day per sprint

Common questions

Does this tool work with ChatGPT?

The tool itself runs on Claude (Anthropic) right here on the page — you don't need any AI subscription to use it. Everything it generates is plain text, so you can paste the output into ChatGPT, a document, or an email and keep working there. If you mainly work in ChatGPT, you can also reuse your inputs there to refine further.

What AI model powers this tool and the example output?

Claude, Anthropic's AI. The example outputs shown on tool pages were generated with Claude.

Do the paid prompt packs work with ChatGPT?

Yes — the packs are written and tested for Claude, and every pack includes a portable prompts-only set that works in ChatGPT and Gemini (copy and paste, occasionally with a minor tweak). The Cowork plugin editions specifically require a paid Claude plan.

Claude is a product of Anthropic. The AI Career Lab is not affiliated with Anthropic or OpenAI.

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