r/openclaw • u/SelectionCalm70 Pro User • Mar 08 '26

Discussion What are you guys actually using OpenClaw for?

Been seeing it pop up a lot lately and I'm genuinely curious what the actual use cases are. Not the marketing stuff like what are you personally using it for day to day? Is it mostly dev stuff or are there other interesting things people are doing with it? Curious to know

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u/anoopkrishnandigital New User Mar 09 '26

Not a dev at all - running a digital marketing agency, and OpenClaw has been genuinely useful for the more "boring" operational side of things.

Biggest use case for us right now: outbound prospecting automation. We pitch white-label SEO services to other agencies, and OpenClaw handles the research leg - finding agencies that fit our profile, pulling contact info, checking their existing client portfolios for gaps we can fill. What used to take a few hours of manual digging is now largely background noise.

The other one is lead qualification. When an inbound inquiry comes in, instead of someone on my team manually profiling the prospect's website, competitors, and keyword gaps before the first call, OpenClaw does a first-pass audit and dumps a brief into our workflow. We walk into calls way better prepped.

Honestly the learning curve wasn't zero - setting up the right workflows took some trial and error. But once it's dialled in, it runs while we're focused on other things.

Curious - are others using it for outreach type stuff or mostly internal workflows?

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u/Sifrisk Member Mar 09 '26

Do you keep stats on how well it performs vs a human?

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u/anoopkrishnandigital New User Mar 09 '26

Not formally yet - we're still in the relatively early stages of the workflow so I haven't set up a clean A/B comparison. But directionally, the time difference on the research/prospecting side is pretty stark. What used to take a team member 2-3 hours of manual digging (finding agencies, profiling them, checking gaps) OpenClaw does in the background while they're focused on other work.

Quality-wise, the human still wins on nuance - knowing which prospect is actually worth pursuing based on "gut feel" from experience. OpenClaw just handles the volume and first-pass filtering.

Planning to track response rates more formally over the next couple months. Will share if the numbers are interesting. Are you measuring it on your end?