Cleanlist AI

Natural-language prospecting: find, enrich and sync leads.

Sales

SaaS

Artificial Intelligence

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Third Product Hunt launch and a clear jump in ambition each time, nice progression. The thing I would try first is pointing it at an old CSV export and letting the enrichment waterfall fill in the gaps before re-importing anything. When it syncs into HubSpot, does it dedupe against contacts that already exist there or create fresh records?

Congrats on the launch, Levon! Really like the direction you're taking with Cleanlist AI. The AI research columns and CRM sync are a clever combination, can definitely see this saving GTM teams a ton of manual work. Looking forward to seeing where you take it. 🚀

tried Cleanlist AI and unfortunately the experience was disappointing. The UI feels outdated and unintuitive, making even basic tasks more complicated than they should be. Navigation is confusing, the workflow isn't smooth, and the overall product feels unpolished for something positioned as an AI sales tool. There are plenty of features, but the poor user experience makes them difficult to use effectively. It needs significant improvements in design, usability, and overall product quality before I could recommend it.

I am trying to wrap my head around this. Is it like a simpler version of Clay? What does it do that I can not do with a CSV file and Claude Code?

Sounds super practical, Levon — love how Cleanlist cuts through the messy stack of tools and makes prospecting feel effortless. The “just ask” angle with Copilot + API support is a game-changer for founder-led teams who don’t want to babysit CSVs. Excited to see how this scales!

Different angle to the data quality thread above, and on the buyer side it's the one that would decide this for me before accuracy does.

A 15 provider waterfall is excellent for match rates and awkward for provenance. Under UK and EU GDPR, when you enrich someone's details from a third party, Article 14 says you have to be able to tell that person where their data came from, and they can ask. If the answer is "one of fifteen providers, whichever matched first", that's a difficult letter to write.

So: does provenance come back with the record? Does each enriched field carry which provider supplied it, stored and queryable later, or is the waterfall an implementation detail that gets discarded once a match lands? Same question for how you'd evidence lawful basis, since legitimate interests only stretches so far for cold outreach to individuals in the UK and EU.

I ask because whoever maintains the privacy notice will eventually be asked, and if the tool can't answer then the honest answer becomes we don't know, which is the one thing you can't put in writing.

Hello I have tested the Cleanlist AI and I want to provide some feedback:

The sign up using Google worked as expected, the configuration worked fine as user interface but in Network a lot of GET resulted in 401 Unauthorized just mentioning maybe it is as expected for a free account maybe not it's up to you to decide.

The People search worked for QA Manager returning a lot of potential leads. However I have tried to filter the results using Copilot to only show people with QA manager role not QA but the copilot generated some the following code that I think needs to be executed:

<function_calls> <invoke name="get_company_profile"> </invoke> </function_calls> <function_calls> <invoke name="people_search"> <invoke name="people_search"> <parameter name="titles">["QA Manager", "Quality Assurance Manager"]</parameter> </invoke> </function_calls>.

If there is another solution for filtering the people table please let me know. I hope my feedback will be useful. Have a great launch!

Looks super exciting — congrats on the launch! Natural-language prospecting with CRM sync is a really smart approach. Wishing you a great launch day!

the 15-provider waterfall is the bit that actually matters here, most tools stop at one and still call it enrichment. where do you cut it off though? running all fifteen on every lead would get expensive quick.