Business Model

AI Agencies & Services

Service businesses that build AI chatbots, automations, or AI-native processes for clients and charge setup fees and monthly retainers.

Startup Cost in Our Cases

Low in our cases: software subscriptions such as a $20/month AI plan

Time to First Revenue in Our Cases

First paid client within weeks in the documented cases

Published Cases

3 Published

Independently Documented

0 of 3

Strengths Seen in Our Cases

Setup fee plus monthly retainer creates recurring income
Little upfront capital needed
Clear, measurable value for clients when hours are saved

Known Risks

Income depends on continuous sales and client retention
Some industries, such as law firms, raise privacy objections
Client systems and third-party integrations can break

Case Studies

AI Agencies & Services Cases

3 case studies

June 2, 2025

1 source

A marketing consultant who cannot code sells chatbot setups to small businesses

A marketing consultant built a chatbot for a skincare client that was spending too long answering the same questions. The client paid $300 to refine and install it. Within a month there were three more clients at $250 to $500 each, then a $50 monthly maintenance fee, and six paying clients by month two.

Reported figure

$1,000+ by month two(revenue)

Evidence levelSelf-Reported

Tools:

Inspect Case

Workflows.io social preview: "Go-to-market systems for revenue growth."

Image: Workflows.io

October 15, 2026

1 source

An AI-native go-to-market agency grew from $0 to $3.3 million ARR in about a year

Fivos Aresti co-founded Workflows io in July 2025 after helping another agency grow. According to the interview summary, it reached $3.3 million ARR and a team of 21 with no outside money. The team deliberately kept revenue flat for six months.

Reported figure

$3.3M ARR(recurring revenue)

Evidence levelSelf-Reported

Tools:none named in the source

Inspect Case

Video thumbnail: How I Fulfill $999 AI Assessments (step by step)

Video: Corey Ganim

October 15, 2026

1 source

From a $999 AI tool assessment to $8,000 MRR in ten days

Corey Ganim offers a free 15-minute mini assessment, a $999 AI tool assessment, and a concierge retainer at $1,200 to $2,000 a month capped at six seats. According to the teardown, five of six prospects converted and the concierge offer reached $8,000 MRR in ten days.

Reported figure

$8,000 MRR(recurring revenue)

Evidence levelSelf-Reported

Tools:

Inspect Case

Tools

Tools Named in AI Agencies & Services Cases

Official image

ChatGPT

AI Assistant

OpenAI's general-purpose AI assistant. In our documented cases it is used to draft reports, brainstorm product slogans, write first drafts of client posts, and generate code for digital products.

Free plan: Yes. Free plan with limits on uploads, image creation, and deep research.

Pricing: Free plan, plus paid Go, Plus, and Pro plans for individuals and Business and Enterprise plans for teams. Exact prices were not shown in the version of the page we could read; check the official page for your region.

Checked October 17, 2026

Used in 11 documented casesView Profile

Official image

Claude

AI Assistant

Anthropic's AI assistant. Documented cases use it to write long video scripts, draft newsletter summaries, and run client offers on a single monthly subscription.

Free plan: Yes. Free plan for chat on web, desktop, and mobile.

Pricing: Free plan. Pro is $20/month billed monthly or $17/month billed annually. Max starts at $100/month. Team seats start at $20/seat/month billed annually.

Checked October 17, 2026

Used in 5 documented casesView Profile

Official image

Botpress

Chatbot Builder

A platform for building AI chatbots and agents. A documented no-code chatbot builder used it to deliver website bots for local businesses.

Free plan: Yes. 100 conversations per month, no top-ups or overages.

Pricing: Free plan with 100 conversations per month. Plus $150/month and Team $750/month, both billed annually, with conversation packs available.

Checked October 17, 2026

Used in 1 documented caseView Profile

Official image

Make

Automation

A visual automation platform that connects apps into multi-step workflows. Appears in a documented chatbot business and in a construction automation project, where a QuickBooks connection failed mid-build.

Free plan: Yes. 1,000 credits per month.

Pricing: Free plan with 1,000 credits per month. Paid Core, Pro, Teams, and Enterprise plans are billed by credits; exact prices were not shown in the version of the page we could read.

Checked October 17, 2026

Used in 2 documented casesView Profile

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Each issue covers a sourced case study, the tools used, and what the evidence does and does not show.