Case file index

Case Studies

A compact index of practical Smaug delivery examples: what the user gives, what Smaug does, and what comes out.

5 case files

5 delivery directions

5 screenshots attached

Use Smaug to revise a website homepage

Task background: A product site has unclear messaging, weak section order, and no obvious conversion path.
User input: Homepage URL, target audience, current offer, brand constraints, and examples of pages the team likes.
Smaug execution process: Smaug audits the page structure, rewrites the offer hierarchy, proposes section order, and prepares implementation notes.
Final deliverable: A refreshed homepage brief with headline options, section copy, visual notes, and developer-ready change list.
Best for: Founders, product marketers, website owners, and agencies improving conversion pages.

Task background: A team needs content that can rank in search and appear in AI-generated answers without guessing topics.
User input: Target market, priority keywords, competitor pages, existing content, and preferred publishing cadence.
Smaug execution process: Smaug groups search intent, finds content gaps, maps AI-answer readiness, and turns topics into a publishing plan.
Final deliverable: A keyword-to-topic plan with article briefs, page opportunities, internal linking ideas, and structured data suggestions.
Best for: SEO teams, content leads, B2B operators, and agencies building search and AI-answer visibility.

Task background: A team wants to understand how competitors position offers, structure pages, and capture demand.
User input: Competitor URLs, product category, target customers, pricing context, and the questions the team wants answered.
Smaug execution process: Smaug extracts positioning patterns, compares page structure, reviews proof points, and highlights strategic gaps.
Final deliverable: A competitor analysis brief with message map, feature comparison, content opportunities, and recommended counter-positioning.
Best for: Sales teams, founders, product marketers, and strategy teams preparing market moves.

Task background: An internal workflow needs a small tool, but the team needs help turning the idea into implementation steps.
User input: Feature goal, user flow, data inputs, required framework, edge cases, and current repository context.
Smaug execution process: Smaug clarifies the scope, creates a build plan, edits code, checks behavior, and summarizes the implementation.
Final deliverable: A working tool increment with code changes, validation notes, and follow-up tasks for polish or deployment.
Best for: Developers, operators, technical founders, and teams building internal utilities.

Task background: Operations data is scattered across notes, exports, tasks, and team updates, making weekly reporting slow.
User input: Raw updates, metrics, task notes, customer feedback, blockers, and the reporting format the team already uses.
Smaug execution process: Smaug organizes signals, extracts key changes, identifies risks, and formats the report for leadership review.
Final deliverable: A weekly operations report with progress summary, metric notes, blockers, decisions needed, and next-week priorities.
Best for: Operations leads, customer success teams, project managers, and founders tracking execution rhythm.

Next move

Start with one task, one target output, and the context Smaug needs to work through the delivery path.

Proof structure

The strongest case study is not just a result. It shows the starting problem, the workflow steps, the agent outputs, and what the team could do next.

Workflow brief Screenshots or output artifacts Before/after operational improvement Follow-up tasks and owner