Attio
ChangelogThe headline 'What's new in Workflows' is a filing label that tells readers nothing about the benefit inside, despite a genuinely strong lead ('More of the work, off your plate'). The body reads as an undifferentiated feature dump—structured outputs, loop blocks, app connections, error messages—stitched into one paragraph with no visual separation, and no customer example or usage metric ever validates that any of this works in practice.
What's new in Workflows Copy link to this entry More of the work, off your plate. Workflows put your customer context to work, turning repeatable tasks into agents that run themselves. Earlier this month, we launched blocks with custom agents, code execution, and apps like Notion, Linear, and Fin. Now, it's getting even more powerful: Define agent outputs. Custom Agents now support structured outputs: define the schema you want and the agent returns only those fields, so its result perfectly fits your next blocks. Loop over anything. The loop block now iterates over arrays of objects, not just simple lists, so batch work across nested data runs end to end. Connect more of your stack. New app blocks and native field support across your tools: find leads by email and pause them in campaigns with Lemlist, plus native email and phone support for Linear, Typeform, and Webflow. Error messages now point you to the problem too. See exactly which block received bad data, so a stalled workflow i
Samples analyzed
Changelog 5.8/10 July 10, 2026
The headline 'What's new in Workflows' is a filing label that tells readers nothing about the benefit inside, despite a genuinely strong lead ('More of the work, off your plate'). The body reads as an undifferentiated feature dump—structured outputs, loop blocks, app connections, error messages—stitched into one paragraph with no visual separation, and no customer example or usage metric ever validates that any of this works in practice.
What's new in Workflows Copy link to this entry More of the work, off your plate. Workflows put your customer context to work, turning repeatable tasks into agents that run themselves. Earlier this month, we launched blocks with custom agents, code execution, and apps like Notion, Linear, and Fin. Now, it's getting even more powerful: Define agent outputs. Custom Agents now support structured outputs: define the schema you want and the agent returns only those fields, so its result perfectly fits your next blocks. Loop over anything. The loop block now iterates over arrays of objects, not just simple lists, so batch work across nested data runs end to end. Connect more of your stack. New app blocks and native field support across your tools: find leads by email and pause them in campaigns with Lemlist, plus native email and phone support for Linear, Typeform, and Webflow. Error messages now point you to the problem too. See exactly which block received bad data, so a stalled workflow i
Landing Page 3.2/10 July 10, 2026
The page opens with a vague hook ('Lessons from GTM operators') followed by an abstract value claim ('agentic revenue') before any concrete proof, and then dumps raw product-screenshot transcripts (Ashley/Sam call, ICP score tables, Brightloop risk data) with no narrative scaffolding tying them to a buyer's problem. CTAs like 'Talk to sales' and 'Send me a demo' are repeated without differentiation, and there is no customer name, logo, or quote functioning as social proof — only synthetic-looking demo data (Cortexa, Northpeak, Verda Labs).
Lessons from GTM operators Welcome to agentic revenue. Attio is the AI CRM that builds pipeline, advances deals, and grows accounts around the clock. Talk to sales Talk to sales Start for free Send me a demo Product Demo w/ GreenLeaf 10:00 28:14 Meeting Transcript Speakers A Ashley 0:02 Everything's in spreadsheets right now and it's getting unmanageable. I'd like the whole team moved over by Monday if we can. S Sam 0:11 We can have you live well before then. How many seats are you thinking? A Ashley 0:24 Six, on the Pro plan. I'll be the one signing off. S Sam 0:38 Perfect — I'll send a Pro quote over today. It covers the workflow automations you flagged. A Ashley 0:55 Can we bring our existing deal history across too? S Sam 1:09 Yep — we'll map it during onboarding, and I'll include a migration checklist. A Ashley 1:23 Love it. Looking forward to finally getting off spreadsheets. # pipeline Marcus 10:24 @Attio what deals should I focus on today? Attio App 10:24 GreenLeaf (verbal yes,