Bulk AI for feedback analysis

Bulk categorize, filter, tag and analyze customer feedback & survey responses
directly in your spreadsheets (Excel or Google Sheets),
at a speed of up to 10,000 results per hour

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4.9 · 3,985 ratings · 7M+ installations

4.5 · 139 ratings

“I’ve tried 7-8 addons, yours was best in every way and documentation was clear”trendhim.com

“GPT for Work was a no-brainer, it helped us save a full week of work from our highest-paid employees”manawa.com

“I’m a big fan of your product — I talk about it and show it to others”mlab.ai

Power your feedback analysis with the only AI agent that can analyze sentiment, flag irrelevant feedback, tag by topic - all in bulk, directly in your spreadsheets.

Perform sentiment analysis

Classify or score reviews and support tickets based on sentiment (positive, neutral, negative) and sentiment intensity.

Filter irrelevant answers

Automatically filter out answers that are poorly written, off-topic, or low-quality so they can be excluded from analysis. Conversely, highlight well-written and detailed responses that deserve closer inspection.

Tag reviews by topic, product, brand

Assign topic-specific tags to reviews or support tickets, such as shipping, product quality, customer service or specific features. Extract product names and brands to better triage your feedback.

Translate feedback into a common language for global comparisons

Translate reviews or support tickets into a unified language, enabling analysis and comparisons across different regions and markets.

Standardize formats

Normalize formats (dates, ratings, styles) across all responses to ensure structured and comparable data.

Identify quality responses

Using your own qualitative scoring rules, find the responses that merit a deeper look or widespread sharing.

Why choose GPT for Work over ChatGPT, Copilot, or Gemini?

You've figured out a great prompt in ChatGPT, and now you want to apply it at scale to thousands of items in your spreadsheet.
Microsoft Copilot and Gemini for Workspace don't support bulk AI processing. ChatGPT agent mode doesn't either.
GPT for Work is the only "ChatGPT at scale" product for Google Sheets and Microsoft Excel.