AI agent use cases
Every use case is scored out of 100 for proof, payoff, ease and cost. Filter to what fits you, then copy the prompt.
70 use cases
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51
Match sellers with the right customer references using a CRM-aware agent
Samsara's marketing operations team built a Gumloop agent that checks a prospect in Salesforce, searches the approved reference list and returns ranked matches with reasons. Along with other ops agents it replaced a single-purpose tool and saves the company about $80,000 a year.
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50
Research every new lead and draft a personal first email
When a lead comes in, an agent reads their company site, scores the fit against your ideal customer and drafts a short, specific email for you to approve.
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49
Watch competitors and get a weekly “what changed” brief
An agent checks competitor sites, pricing pages and announcements each week and tells you only what changed and what it might mean for you.
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49
Organize thousands of messy files into folders
A coding agent on your computer looks at file names, dates and contents, proposes a folder plan, and moves files only after you approve it.
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49
Fill out long forms from documents you already have
A browser agent reads your saved documents and fills in a long online form, then stops before submitting so you can check every field.
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49
Let an AI agent play-test your game and report bugs
Point a browser agent at a web game build and have it try to finish levels, break things on purpose, and write up what went wrong.
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48
Get a weekly business report in plain English
Every Monday an agent pulls traffic, signups and sales, writes what changed and why it might have, and suggests three things to do this week.
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43
Have a coding agent write tests for code you already have
Point a coding agent at one module, have it list what the code should do, then write tests for each behavior and run them.
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43
Turn your saved newsletters into a daily audio briefing
An agent collects the newsletters you subscribe to, writes a short script of what matters, and turns it into audio you can listen to on a walk.
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43
Make a game’s side characters talk with an AI model
Give each non-player character a short persona and rules, and have a model write their lines in response to what the player does, inside safe limits.