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Showing all 66
What real businesses did, and how it went.
ContentStrong evidence (evidence grade B)
Newsletter writer and LinkedIn creator (AI Maker)
After two approaches failed, a newsletter writer built a Claude Skill that turns a newsletter section into an on-brand 6–10 slide LinkedIn carousel in under five minutes; making one by hand took about 2.5 hours of writing and Canva work.
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.
MarketingStrong evidence (evidence grade B)
Developer building a blog starter (NuxtPapier)
A developer had Claude Code and Puppeteer crawl his blog like a search engine, and it caught a "noindex, nofollow" tag and a robots.txt that were blocking every search engine.
SalesStrong evidence (evidence grade B)
Consultant choosing a target industry
Patrick Schaber spent about 15 minutes in ChatGPT Deep Research, received a 10-page report, and chose industrial manufacturing. He then used Claude and Clay's free plan. The sales result is not reported.
SalesStrong evidence (evidence grade B)
B2B coach selling to other businesses
Jeremy C. Jones sent 133 emails, including follow-ups, to 76 prospects with ChatGPT, Gmail and a spreadsheet. He reports 14 replies, 8 booked calls and 2 clients at $4,000 each.
SalesStrong evidence (evidence grade B)
AI implementation and strategy consultancy
Using only Google's tools, an AI consultant built a two-command Gemini pipeline that produces a researched company profile, a 0–16 qualification score and an outreach draft in under 20 minutes, instead of about 45 minutes of tab-switching.
MarketingStrong evidence (evidence grade B)
Japanese software company expanding into the U.S. (Rimo)
A non-native English speaker leading global growth at a Japanese software company had Claude in Chrome design and configure four U.S. Google Ads campaigns; after about two hours of unattended work the setup was 60–70% done and she kept 70–80% of its ad copy.
MarketingStrong evidence (evidence grade B)
Debbie O'Brien set up one Bot per channel on launch day. Her LinkedIn Bot pulled her recent posts to learn how she writes.
ContentStrong evidence (evidence grade B)
A creator had Claude write code that makes short product clips, then fixed each one frame by frame.
ContentStrong evidence (evidence grade B)
Newsletter writer and creator (AI Maker)
A newsletter writer spent three weeks building a fully autonomous newsletter-to-LinkedIn agent, found it cost three hours of cleanup for every hour it saved, and replaced it with a fixed eight-step workflow with AI decisions and a human review gate.
OperationsStrong evidence (evidence grade B)
New-car dealership sales department (Kia store, San Antonio, 200+ units a month)
A new-car sales manager at a Kia store selling 200+ cars a month has Claude and browser automation build a one-page morning report from five systems, clear about 60% of CRM tasks and send appointment reminders, saving 2–3 hours a day.
SalesStrong evidence (evidence grade B)
Outbound lead-generation agency (cold email and B2B appointment setting)
A young lead-gen agency owner gave one bot a single job, answering positive cold-email replies and booking calls, and reports 20 sales calls booked in 8 days, with 60% of interested replies booked.
SalesStrong evidence (evidence grade B)
Three-location hair salon business (Hottie Hair, Las Vegas; co-founder Mike Frehner)
A three-salon owner built e-commerce-style "abandoned cart" follow-up for half-finished online bookings. With email, 16% came back; with texts added, 17.3%, and tracked recovered bookings passed $10,000.
SalesStrong evidence (evidence grade B)
Real estate agent (William Zhang, Austin, Texas; about $6.5M volume in 2025; founder of Real Estate AI Society)
In two months an Austin agent built about 28 Claude tools and kept 6, including a Follow Up Boss lead sweep and a YouTube pipeline. The sweep flagged a buried lead that turned into a deal; slides alone are at least 5x faster.
OperationsStrong evidence (evidence grade B)
Custom cake studio (Marin Cake Studio, San Rafael, California)
A cake shop got one order system, and no email goes out until the owner says yes.
SalesStrong evidence (evidence grade B)
Multifamily (apartment) real estate brokerage
An apartment-building broker built an AI system that screens new listings against buyers' criteria and drafts first-pass pro formas in about 10 minutes instead of 2–3 hours, and says his active listings grew from 5 to 20.
SalesStrong evidence (evidence grade B)
Solo founder of quoting software for industrial insulation contractors
A solo founder selling quoting software to industrial insulation contractors runs about 16 agents on evenings and weekends; 214 agent-written cold emails at a 3.3% reply rate produced his first pilot customer without him touching the funnel until the demo.
SalesStrong evidence (evidence grade B)
Family-run foodservice wholesale distributor (Dallas)
A family-run foodservice wholesaler went from about $22K to about $45K a month in four months after five single-job agents took over lead finding, cold email and inventory alerts.
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.
ContentVendor or secondhand (evidence grade C)
Junk removal business owner (JunkGuy), interviewed in 2023
Junk removal owner Ricardo Hernandez told OpusClip in 2023 that editing one short by hand took at least 30 minutes, and with OpusClip about 5 minutes produced 6 shorts. He says customers find him faster.
ContentVendor or secondhand (evidence grade C)
Podcast production studio (Really Goody Studios)
Really Goody Studios, a podcast production studio, told OpusClip the tool "gives me 20 to 30 shorts that I can work with" and that output rose by 80%. ClipAnything finds clips from a typed prompt and reframes them for each platform.
MarketingVendor or secondhand (evidence grade C)
Bakery and gym chains (COBS Bread, Movement Gyms)
COBS Bread's 160 bakeries cut design turnaround times by 30% with shared Canva templates, and Movement Gyms says Resize and Magic Switch help its teams save time. One master design becomes posts, stories and printouts.
MarketingVendor or secondhand (evidence grade C)
Local cleaning companies (an audit of 18 sites by a tools vendor)
A tools vendor ran 18 cleaning-company websites through its free Site Check tools. 9 returned their home page; of those, 1 blocked 12 of 14 AI crawlers in robots.txt, 7 had no share image, and only 2 had all 8 basic search and share tags.
ContentVendor or secondhand (evidence grade C)
Tech hiring marketplace (Revelo), CMO Steve Patrizi
Revelo's CMO produces the company podcast "Tech Teams Today" in Descript. The case study says editing now takes two hours a week, where it used to take a couple of days.
OperationsVendor or secondhand (evidence grade C)
Landscaping company (four people, one truck, seasonal crew)
Over 90 days, a small landscaping company went from 3–5 day estimates to same-day quotes on small jobs, drafted from voice memos in Claude, cut office admin from about 16 to 6.5 hours a week, and saw its small-job close rate rise from about 40% to 58%.
SalesVendor or secondhand (evidence grade C)
Online seller of hyperbaric chambers (Oxycell), founder-led
Oxycell routes inbound calls from CallRail to a Bland voice agent that answers product questions and qualifies buyers. Bland's customer story quotes an 81.6% month-over-month revenue increase in the first month.
SupportVendor or secondhand (evidence grade C)
Senior primary-care practice (Pine Park Health); dental use is our adaptation
Pine Park Health, a senior primary-care practice, runs reminders and scheduling calls on Retell; Retell's case study reports a 55.7% booking rate and +38 NPS. Retell's Cal.com tools let a dental or med-spa line book live.
ContentVendor or secondhand (evidence grade C)
Software company enablement team (Algolia Academy)
Algolia's academy team used Descript to cut long courses into short videos and translate its library with AI voices. Descript's story reports 116 hours of video production time saved and 58 translated videos published in two months.
SalesVendor or secondhand (evidence grade C)
UK building surveyor firm (Ekron Surveyors), agency-built setup
Ekron Surveyors had an agency build a Vapi voice agent that answers enquiries, qualifies jobs and logs leads in the CRM. The agency reports yearly answering costs falling from £24K to £4K.
SalesVendor or secondhand (evidence grade C)
Med spa (Xanadu Med Spa, Fort Collins, Colorado; owner Mark Koepsell)
Xanadu Med Spa's AI voice agent answers after-hours calls and books consults straight into WellnessLiving. Callura reports 500+ after-hours calls answered since April and $250K+ in new-client revenue in 3 months, as reported by the owner.
SupportVendor or secondhand (evidence grade C)
Primary-care practice and med spa (Health + Glow, Tampa, Florida; CEO Jimmy Kallikadan)
Health + Glow's AI receptionist handles 1,000+ calls a month, creates or finds the patient's chart in athenaOne and books the visit; it created about 200 patient cases in month two, and the practice dropped its answering service.
OperationsVendor or secondhand (evidence grade C)
Single-location dental practice (Naples Dental Boutique, Naples, Florida; Dr. Hemita Klose)
Naples Dental Boutique's hygienist charts perio exams by voice without an assistant, AI annotations explain x-rays to patients, and an AI receptionist answers calls. Oryx reports perio production up 114% and per-patient production up 42%.
SalesVendor or secondhand (evidence grade C)
B2B outbound agency (Growth Engine X; Eric Nowoslawski)
An agency lets helpers build email lists, then checks each day which ones are weak.
SalesVendor or secondhand (evidence grade C)
IT and cybersecurity services firm (Interlaced)
Interlaced built a Lindy agent in under a week that turns demo calls into HubSpot-ready notes, drafts follow-up emails, schedules calls and suggests proposals. It reports 5+ hours a week saved with no engineering time; Lindy helped with onboarding.
SalesVendor or secondhand (evidence grade C)
Family-owned HVAC, plumbing and electrical contractor (Air One, about 12 staff)
After Air One swapped its answering service for an AI virtual agent, its tracking showed nearly every lead from March to mid-June becoming a booked call; the dispatcher estimates the old service converted about 30% of after-hours calls.
MarketingVendor or secondhand (evidence grade C)
SEO-focused content agency (The Blogsmith)
Two Zapier agents find and analyze industry news each morning and draft social posts in the founder's voice for approval in Slack, and after she shared a demo, a client asked her to build the same system for them.
MarketingVendor or secondhand (evidence grade C)
You can have a helper write many ad versions that follow your brand rules.
SalesVendor or secondhand (evidence grade C)
Full-service restaurants and multi-venue hospitality groups
When a call goes unanswered mid-service, Heep texts the guest on WhatsApp or SMS, answers questions and books the table. Heep reports 8,733 missed calls recovered and 1,151 bookings across its customers in one month.
ContentVendor or secondhand (evidence grade C)
The Arlington Bagel, reported at about 6,000 weekly readers, runs research, compilation, editing and email on six Grok Bots that replaced an intern.
MarketingVendor or secondhand (evidence grade C)
A tool maker feeds Claude real search data, cuts quiet pages, and says clicks grew.
SalesVendor or secondhand (evidence grade C)
Custom manufacturer (70 years old, California, 40,000 SKUs)
A Claude Code workbench built in 3.5 weeks matches each RFQ against a 40,000-SKU catalog and drafts the bill of materials, pricing and a first-pass drawing, cutting quote turnaround nearly in half for a team that used to miss its 48-hour target.
SalesVendor or secondhand (evidence grade C)
Nonprofits and university advancement offices
Blackbaud says its helper can email donors for you while staff watch each send.
SalesVendor or secondhand (evidence grade C)
Architecture and surveying practice (9 staff, UK)
Three AI agents built on an architecture practice's own project system now answer enquiries within the hour, draft fee proposals from the director's site notes for same-day sign-off, and raise each stage's invoice the day the stage is marked complete.
SalesVendor or secondhand (evidence grade C)
AI video software startup, B2B revenue team of ten (OpusClip)
OpusClip's 10-person revenue team, which had never written production code, went from reviewing 5–10% of sales calls to 100% with Claude Code. One transcript exposed a support-routing problem; after the fix, that channel added $200K+ in pipeline.
ContentLight evidence (evidence grade D)
Short clips from OpusClip get mixed reports, so test them on your own videos.
SalesLight evidence (evidence grade D)
Google's US pricing page lists the Gemini AI assistant in Gmail on Business Starter ($7 per user a month) and Gemini in Gmail, Docs and Meet on Business Standard ($14). Help me write drafts replies and proposals from a short instruction.
SalesLight evidence (evidence grade D)
Paste quotes from the last two months that never booked into ChatGPT or Claude and get a three-touch text and email plan without "just checking in". A cleaning-company owner says his automated Claude setup closed nearly $20K of stale leads.
SupportLight evidence (evidence grade D)
Paste recent Google reviews into Claude, ChatGPT or Gemini with rules: thank happy customers for something specific and answer complaints calmly without arguing in public. You edit and post each reply from your Business Profile.
ProductLight evidence (evidence grade D)
Crypto AI-agent startup (MinChi; his X bio: building CoinFello)
A startup founder says Grok Bot's "stalk bot" template signed up for competitors' products, went through their onboarding, compared it with his product's and pointed to where users would drop off.
MarketingLight evidence (evidence grade D)
AI workflow writer sharing an open-source tool
"Claude Ads," a free, open-source Claude Code skill, runs 190 audit checks across your ad accounts and returns one health score with fixes ranked by revenue impact.
SalesLight evidence (evidence grade D)
Fathom's Business plan adds coaching metrics and AI scorecards; Fathom says the metrics track speaking patterns and behaviors in meetings. A manager scores each call on BANT and coaches one point per rep each week.
OperationsLight evidence (evidence grade D)
Home-services business
After a few hours of setup, a bot now summarizes every business call into Slack, tags the right people and adds tasks, which let the owner downgrade his phone plan and save $250.
MarketingLight evidence (evidence grade D)
Prompts that tell an AI helper to compare your Google listing with other shops.
MarketingLight evidence (evidence grade D)
Automation freelancer building for a health and supplements brand
For a supplements brand, a Make.com workflow fed by a Google Sheet took posting consistency from about 60% to 100% in 30 days, the freelancer who built it reports.
MarketingLight evidence (evidence grade D)
No-code automation builder (Make.com)
A Make.com builder created a no-code pipeline where one keyword produces an AI caption and image, a reviewer approves or rejects it by email, and every decision is logged in Google Sheets.
SalesLight evidence (evidence grade D)
Early-stage startup founder, Barcelona (Alejandro Gómez; bio: founder of Invisor)
A founder lets helpers find leads and draft ads, and he reports how it went.
SalesLight evidence (evidence grade D)
Mortgage loan officer on a team (Malorie Boelter, NorthPort Funding; MN and SC)
A loan officer asked Grok Bot for a loan screen that stays up to date.
ProductLight evidence (evidence grade D)
Gym (Persistence Athletics, Seattle, 112 members)
Persistence Athletics in Seattle replaced its $3,600-a-year Wodify subscription with a gym app built in Claude Code that runs on about $300 a year in Anthropic API calls and adds photo meal logging and an after-hours AI coach.
MarketingLight evidence (evidence grade D)
Paid-ads agency (@lotfi.drif)
A paid-social agency trained AI on its best-converting client ads, turned them into 20 to 30 reusable ad structures, and now builds campaigns for clients spending $3,000 to $5,000 a day. No client names or return-on-ad-spend figures are shown.
Step-by-step how-tos, with every prompt ready to copy.
Trigger research from your calendar so a short brief on each attendee arrives before the meeting, using Lindy's template or a Grok Bot routine.
This guide shows how to brief Claude so it builds a clip you can check frame by frame.
This guide shows you how to use your real search data to find weak pages and fix them with Claude.
Money-making workflows people have shared. Unverified income claims are labeled.
Light evidence (evidence grade D)
AI automation agency (@jasoncooperson)
An automation builder made a demo phone agent for an auto repair shop in about 30 minutes that offers appointment times, captures the car and services and texts a confirmation. He sells such builds for $2,000 plus $500 a month.
Price as statedHe sells builds like this for $2,000 setup plus $500 a month. The call shown is a demo, and he reports no client numbers.
Light evidence (evidence grade D)
Side hustler selling AI services (@lasthumannode)
In a filmed 7-day challenge, an n8n workflow with Claude researched Dallas plumbing, HVAC and electrical businesses, sent 90 personalized cold emails, got 8 replies by day 3 and showed $1,240 from three clients by day 7, on screen only.
Unverified claim$1,240 from three paying clients by day 7: $450, $390 and $400 Stripe payments shown on screen in his reel
Light evidence (evidence grade D)
AI chatbot agency (Oliver GS)
A chatbot seller builds a demo bot from each local business's website and texts the owner a link to try it. He says 4,000 texts led to 118 replies, 41 calls and 29 clients at $397 a month. These are his stated numbers.
Unverified claim29 clients at $397 a month, about $11,500 in monthly recurring revenue, from 4,000 texts, by his own numbers in an Instagram reel
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Evidence labels, strongest first:Verified results (evidence grade A)Strong evidence (evidence grade B)Vendor or secondhand (evidence grade C)Light evidence (evidence grade D)How we grade