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No code, and under an hour to set up. Strongest evidence first.
MarketingStrong evidence (evidence grade B)
UK marketing consultant
Louise Laurie got a sourced customer research report from ChatGPT Deep Research in 13 minutes. She says writing a report that detailed by hand would take days.
OperationsStrong evidence (evidence grade B)
Small café that buys from several local suppliers
You can take a photo of a paper stock sheet and get a shopping list sorted by store.
OperationsStrong evidence (evidence grade B)
Product leader and coach running in-person workshops (Jori Bell)
By recording sessions in Granola and having Claude turn each day's recordings and notes into the next morning's materials, a facilitator cut prep for a two-day workshop from 10–13 hours to under 4 and ran two in a month alone.
OperationsStrong evidence (evidence grade B)
Small Australian digital marketing agency (Create & Grow Media, 6 clients)
Create & Grow Media drafts monthly client reports in Claude from Analytics, Search Console and Ads exports, cutting each from 45 to 10 minutes across 6 clients. With ChatGPT for data work and Canva AI for graphics, the founder estimates 10+ hours saved a week.
MarketingStrong evidence (evidence grade B)
Meta ads agency for e-commerce brands (Skaleit)
An ecommerce ads agency tested the Manus agent inside Meta Ads Manager on a live client account, and it reported January ROAS as 14.25x when the real figure was 1.76x.
SalesStrong evidence (evidence grade B)
Annika Helendi copied Lindy's sales-call prep template: it researches each discovery-call contact and emails her a brief 10 minutes before the meeting. It worked within minutes.
MarketingVendor or secondhand (evidence grade C)
Hairdressing franchise of 230 salons (Just Cuts)
A chain of salons locks flyer templates so each shop can make its own.