Ch. IV
AI & Agents
AI & Agents
Interfaces for the model layer.
Agents need rooms to work in. We design the rooms — visible, scoped, and usable by humans and machines alike.
↳ 2 live demos from this chapter- 37
Prompt Library
“Build a searchable prompt library with categories, tags, favorites, copy buttons, and an admin area to add new prompts.”
↳ A reusable prompt database. AI Chatbot Site
“Add an AI assistant that answers visitor questions, qualifies leads, recommends pages, and captures contact details.”
↳ Turns site traffic into conversations.- 39
AI Onboarding Flow
“Build a client onboarding app that collects business details, goals, files, competitors, logins, and generates a first roadmap.”
↳ Automates intake. - 40
AI Workflow Builder
“Build a multi-step AI workflow where users input data, choose output type, generate results, edit them, and export.”
↳ Turns prompting into a repeatable product. - 41
AI Objection Handler
“Build a sales tool where users choose an objection and get rebuttals, email responses, landing-page copy, and follow-up scripts.”
↳ Helps sales and marketing respond faster. - 42
Investor Memo Generator
“Build a tool where users enter startup details and receive an investor memo with market, problem, product, traction, risks, and ask.”
↳ Creates structured investor assets. - 43
Brand Positioning Lab
“Build an app that asks brand questions and generates positioning, category, tagline, audience, objections, and homepage copy.”
↳ Converts strategy into output. - 44
AI FAQ Engine
“Build an FAQ page where users ask natural-language questions and the answer pulls from structured FAQ content.”
↳ Makes a static FAQ feel intelligent. - 45
AI Content Grader
“Build a tool where users paste content and receive scores for clarity, authority, structure, citations, SEO, AEO, and conversion.”
↳ A useful diagnostic product. - 46
AI Consultant Finder
“Build a guided matching app where users answer questions and get matched to the right consultant, package, or resource.”
↳ Turns decision support into lead gen. - 47
Offer Teardown Tool
“Build a tool where users paste offer copy and receive diagnosis, weakness analysis, stronger positioning, and rewritten sections.”
↳ For sales and marketing strategy work. - 48
Prompt Testing Lab
“Build a prompt testing dashboard with prompts, model, date, output, score, notes, and comparison view.”
↳ Tracks AI visibility experiments. Schema Builder
“Build a schema generator where users choose a schema type, fill fields, validate required data, and export JSON-LD.”
↳ A practical SEO and AI visibility tool.