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Money found

26 cases with a money figure in the result. Updated Fri, Oct 23, 2026.

Each case on this page reports a money figure. Some figures are money found or saved. Some are money earned, billed, or booked. A few figures are what the tool cost. Each case card states its figure in its outcome note.

Each figure is the source's claim. It is not our measurement. We do not add the figures up. They cover different periods. They cover different kinds of result.

Grok Bot

New$2,500 website quote, built for free

A landscaping owner says an agent built his website for free. Quotes had reached $2,500.

Try it · based on the source's workflow
Build a simple website for [business name], a [type of business] in [town]. First find the lowest-cost domain option and show me the price before you buy anything. Use this text and these photos: [paste text and add photos]. Build pages for services, photos of past work, and a contact form. Show me the site before it goes live. Do not publish until I approve it.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Marketing & Content · Tool: Grok Bot · 2026-10-23 · Source: Max Peloquin on X
Money

$5,000 in invoices, missed until audit

An agent checked jobs against invoices. It found $5,000 that was never billed, in 30 minutes.

Try it · based on the source's workflow
Audit my jobs against my invoices. Read [job records in Slack/email/calendar] and compare them with [invoices in QuickBooks, read-only]. List every finished job with no matching invoice: job, date, client, and the amount from the job record. Do not create or send any invoice. Show me the list first and I will approve each one.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Grok Bot

$78 a month, no software switch

A cleaning owner built his own fix in Slack in one morning, for $78 a month.

Try it · based on the source's workflow
Before I switch software for [business name], help me test a small fix first. The problem is: [describe the workflow problem]. Build a simple version inside [Slack] that handles [the one job], using only the data I give you. Show me how it works on [2-3 real examples] before my team uses it. List what it cannot do.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Operations · Tool: Grok Bot · 2026-10-22 · Source: @LoganARobison on X
Sales

4,465 websites built, four paid

Agents built a live preview site for each business and emailed the owner. 57% opened the link, and 4 paid.

Try it · based on the source's workflow
Find [number] small businesses in [town or area] that sell [service] and have no website or a weak one. For each one, collect only public facts: business name, what it does, address, opening hours, and public photos. Build one simple finished preview site per business from those facts and put it live at a preview link. Draft one short email per owner with the link. Show me every site and every draft email before you send anything. Send only the ones I approve. Log each business, the send date, opens, replies, and payments in [spreadsheet or CRM]. Stop all sends if I say stop.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Sales & Leads · 2026-10-21 · Source: Medium
Grok Bot

300 euros saved on card fees

A bubble tea shop owner's bot spotted 1.9% card fees and switched him to a plan where most orders, under 10 euros, carry no fee at all.

Try it · based on the source's workflow
Audit my payment costs. Here is my card reader statement for [month] from [provider]: [paste statement]. Work out the effective fee rate on all sales, and the rate on sales under [amount]. Then find current plans from [provider] and [alternative provider] that charge less for a shop of my size, and show me the yearly saving for each before I switch anything.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Money, Bills & Benefits · Tool: Grok Bot · 2026-10-20 · Source: Yong.C on X
Claude Code

243 leads from $1,493 of ads

A Claude Code agent ran a newsletter's Meta ads alone for 31 days, testing about 50 variants and deciding every pause and scale call.

Try it · based on the source's workflow
Run a paid ads test for [my newsletter or product] with a total budget of [amount]. Each day, pull performance from [ads platform], review your past decisions and results, and propose what to create, pause or scale next, with the reason and the numbers behind it. Generate new ad variants in the formats that are already working. Show me the plan and any budget increase before you spend it, and keep a daily log of every decision and result so I can review it.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Marketing & Content · Tool: Claude Code · 2026-10-19 · Source: technically.dev
Ollama

2.5 hours of busywork, handed off free

Local agents on a Mac he already owned took email, Fiverr inbox and calendar checks from 2 hours 40 minutes a day to about 10.

The prompt · from the source
Is this a legitimate business inquiry or a scam? Scam indicators: external contact requests, generic greeting + immediate project offer, poor grammar with urgent tone, requests to communicate off-platform. Message: {message_text} Respond: LEGITIMATE or SCAM with one-sentence reasoning.
Scheduling & Admin · Tool: Ollama · 2026-10-19 · Source: Sam Hartley on dev.to
Claude Code

Meeting notes become a daily action list

Raw meeting notes dropped in a folder come back as summaries plus one action list grouped high, medium and low.

The prompt · from the source
Process all meeting notes in /meetings/raw from today: 1. Create clean summaries in /meetings/summaries 2. Extract ALL action items to /tasks/active.md 3. Group by priority: [HIGH], [MEDIUM], [LOW] 4. Include who owns what and deadlines Use this priority framework: - HIGH: Blocks someone else or has a hard deadline this week - MEDIUM: Important but flexible timing - LOW: Good to do but no immediate dependency
Scheduling & Admin · Tool: Claude Code · 2026-10-19 · Source: ronforbes.com
Grok Bot

Forum mentions found in three hours

He says the comprehensive report he got back was worth $300 to him.

Try it · based on the source's workflow
Search [forums, communities, or sites] for mentions of [my name] and [business name], including these spelling variations: [list]. Cover the last [time period]. For every mention, give me the link, the date, what was said, and whether it is positive, negative, or a question I should answer. Group the findings into: things I should reply to, things I should fix, and things that are just useful to know. Do not post or reply anywhere yourself.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Marketing & Content · Tool: Grok Bot · 2026-10-18 · Source: @samrcoleman on X
Support

81% of HVAC calls, handled alone

Three months in, an AI receptionist added about 14 jobs a month for a four-truck firm.

Try it · based on the source's workflow
You answer inbound calls for [HVAC company] around the clock. Greet callers in our name, ask what they need (repair, install, maintenance, emergency), collect name, address and callback number, and check [calendar or booking system] for real open slots. Offer two times and book their pick, then confirm the details back to them before ending the call. For emergencies such as no heat with a baby or elderly person at home, or a gas smell, transfer to [on-call number] immediately. Send me a summary of every call the same day, and show me the full call script before we go live.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Customer Service · 2026-10-16 · Source: Jahanzaib Ahmed blog
Grok Bot

Whole business stack, about $100 monthly

One bot stack now covers money, inbox, CRM, content and the website.

Try it · based on the source's workflow
Run my business operations as a chief-of-staff bot connected to [tools I approve]. Each morning, read the messages from my other bots and give me one summary: money in and out from [payments tool], inbox items needing me from [email], content drafts waiting in [tool], and numbers updated in [spreadsheet]. Drafts only: never send email, post content, or move money without my approval. Keep a log of everything you did and flag anything unusual the same day.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Operations · Tool: Grok Bot · 2026-10-16 · Source: Zuno on X
Claude Code

$20,000 project, built in a month

An agency delivered a $20,000 taxi-kiosk app in about a month on $200 of Claude Code.

Try it · based on the source's workflow
Build this client project with me: [project description and client requirements]. Break it into milestones, build the smallest working version of each one, and show me the result before moving on. Keep a list of every decision and open question for the client. Do not contact the client or deploy anything live until I approve each milestone.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Operations · Tool: Claude Code · 2026-10-15 · Source: asaio87 on X
Hark

31 Etsy listings, optimized in seven days

One AI team ran his Etsy shop, built a quiz app in 12 hours, and cut his broadband bill.

Try it · based on the source's workflow
Work my online shop for one week. Review every listing in [shop link] for search terms, titles, and images, and propose improved versions of each one, showing me the changes before anything goes live. Make [number] short product videos from my existing photos. Send me a daily summary of what you changed and what is waiting for my approval.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Marketing & Content · Tool: Hark · 2026-10-15 · Source: ItsChrisOnX on X
Grok Bot

$114 a month in phantom subscriptions

A bot audited about $570 a month in tools and found about $114 a month he did not use.

Try it · based on the source's workflow
Audit the tools and subscriptions I pay for. From [the statements or list I provide], list every recurring charge: name, amount, frequency, and total this year. Flag the ones with no recent use or that I thought I had cancelled, and total what they cost me a year. Do not cancel, change, or buy anything: show me the list and I will decide.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Money, Bills & Benefits · Tool: Grok Bot · 2026-10-15 · Source: anvithbuilds on X
Claude Code

Ten SaaS tools replaced, £3,600 saved

He cancelled ten subscriptions, built his own replacements, and kept only a handful of tools.

Try it · based on the source's workflow
List the software tools [business name] uses, grouped by the job each one does for us. For tools that do one simple job, tell me whether a small internal replacement could do that same job, and outline what building it would involve. Show me the list and your proposals first. Do not cancel, change, or build anything until I approve.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Money, Bills & Benefits · Tool: Claude Code · 2026-10-14 · Source: Deniz Sancar on X
Claude

Zero employees, $145-a-month stack

A solo studio owner says Claude does the work his first hire would have done.

Try it · based on the source's workflow
Act as the first hire for my one-person studio, [studio name]. Each morning, work from my inbox and task list in [tools]: draft replies to client messages in my voice, prepare first drafts of [the work I specify], and keep a log of everything you did. Show me every draft before it goes to a client. If a task needs a decision, money, or a commitment, stop and ask me.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Operations · Tool: Claude · 2026-10-14 · Source: Nitesh Sharma on X
Support

312 customer messages, one weekend

A 14-person shop's agent resolved 92% of 312 weekend conversations on its own.

Try it · based on the source's workflow
Act as my customer support agent for [store name]. Use our return policy: [paste policy], our shipping info: [paste], and these past conversations as examples of my tone: [paste 3-5]. Answer customer messages on [channels] in that tone, resolve what you can, and escalate anything about refunds over [amount], angry customers, or topics the policy does not cover to me with a summary. Show me your first 5 draft replies before sending anything live.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Customer Service · 2026-10-13 · Source: Medium
Sales

A five-agent team replaced the pipeline grind

Five agents took a 15-hour weekly grind to zero, at about $20 a day in compute.

Try it · based on the source's workflow
Run my weekly prospecting pipeline in five steps and show me each output before anything sends: 1) Find [number] prospects matching [ideal client profile] from [sources]. 2) Draft a personalized 3-email sequence for each using [my offer and tone examples]. 3) Send only the sequences I approve. 4) Classify replies as interested, not now, or no, and draft follow-ups for the interested ones. 5) For hot replies, offer my booking link [link] and log everything in [CRM]. Report time and cost per run.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Sales & Leads · 2026-10-13 · Source: Medium
Claude

Silent clients, flagged with a check-in draft

Three silent clients flagged on day 17; one turned into an $800 project.

Try it · based on the source's workflow
Look at my task list, sent emails, and client notes in [where they live]. List every client who has not replied in more than [10] days, with the last thing I sent and what is still open with them. Draft a short, polite check-in for each in my voice, using my sent emails as the style guide. Do not send anything: show me the list and the drafts for approval.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Sales & Leads · Tool: Claude · 2026-10-13 · Source: Medium
Claude Cowork

An audit that catches mislabeled books

Cross-checked two years of records and found roughly $6,000 in missed deductions.

Try it · based on the source's workflow
Cross-check my books for [year]: compare deposits in [accounting software] against [payment records] and my tax folder [folder]. Flag deposits that are not income, hours worked but never invoiced (check [time tracker or contracts]), and deductible expenses I may have missed, each with the record it came from. Do not change or file anything: give me a findings list with amounts and evidence so my accountant and I can verify.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Money, Bills & Benefits · Tool: Claude Cowork · 2026-10-13 · Source: Substack
Muse

Forgotten subscriptions, hunted and cancelled

Flagged charges across her cards, drafted the cancellations, $700 back on day one.

Try it · based on the source's workflow
Audit my recurring charges across [the cards and accounts I give you access to]. List every subscription: name, amount, frequency, last charge, and total spent this year. Ask me which ones I still use, then draft cancellation emails or step-by-step cancellation instructions for the rest. Do not cancel anything until I confirm the list.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Money, Bills & Benefits · Tool: Muse · 2026-10-13 · Source: Moneywise
Meta AI

Unclaimed money, found in six minutes

An agent searched state records and found $730 in old store credit in six minutes.

Try it · based on the source's workflow
Search for unclaimed money owed to me. Check the unclaimed property database for [state] and any other states I have lived in: [list]. Search under my name [full legal name] and these variations: [previous names, initials, old addresses]. Report every match with the holder, the amount if shown, and exactly what documents I need to file the claim. Do not submit anything with my personal documents: prepare the checklist and I will file.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Money, Bills & Benefits · Tool: Meta AI · 2026-10-13 · Source: Prompt Wire
Instinct

$2,182 recovered, filing and all

Search, ID proof, signed forms: the whole filing, done by a messaging agent.

Try it · based on the source's workflow
Search [state] unclaimed property for money owed to [full legal name], including past addresses: [list]. For each match, tell me the holder, amount, and claim requirements. Then prepare the full claim for my review: the form filled from the details I provide, and the ID and proof documents listed in order. Stop before submitting: show me the complete package and I will approve the filing myself.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Money, Bills & Benefits · Tool: Instinct · 2026-10-13 · Source: Mager blog
SalonIQ

Salon phones answered across 300+ salons

34,251 calls handled with a 74% resolution rate, booking appointments on its own.

Try it · based on the source's workflow
Set up as the phone receptionist for [salon name]. Greet callers with [greeting], answer questions from our services and price list [paste or link], check the diary in [booking system] and offer the next slots following [stylist preference rules], and confirm bookings by text. If a caller asks for something you cannot do, take a message with name and number and flag it for callback. Send me a daily summary of calls, bookings, and anything unresolved.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Scheduling & Admin · Tool: SalonIQ · 2026-10-13 · Source: SouthEast Online
Taspi

A month of invoices, one instruction

Six invoices totaling $18,600 drafted and sent after a single instruction.

The prompt · from the source
Create invoices for all retainer clients for October and send them.
Money, Bills & Benefits · Tool: Taspi · 2026-10-13 · Source: Facebook (Taspi)
Sitka

Answer rate: 61% to 94.3%

Voice AI on inbound calls added $3.1M in booked revenue in year one for an 11-branch firm.

Try it · based on the source's workflow
You answer inbound calls for [home services company] around the clock. Identify the service needed and the caller's address, check live technician availability, and book the visit into [booking platform]. For emergencies ([your emergency definitions]), transfer to the on-call line immediately. Before ending, confirm the appointment time and address with the caller. Log every call with its outcome for review.
A starting template based on the workflow the source describes. Review it before you use it; you are responsible for what it does.
Customer Service · Tool: Sitka · 2026-10-13 · Source: Sitka AI case study
Method: a case counts when its outcome note states a figure in dollars, pounds, or euros. A vendor price on its own does not count. A price in a summary on its own does not count. The same figures, with their sources, are also listed on the Stats page.

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