[ CONSUMER ]

Consumer AI App with Programmatic SEO

2025Growth & Lead GenerationCapability

What it is

A free consumer AI tool wrapped in a content engine built to rank.

Screenshot of Consumer AI App with Programmatic SEO — Consumer AI App with Programmatic SEO — live product

[ THE_PROBLEM ]

Why this existed

A free tool with no distribution plan gets no users. The content engine has to ship with the product, not after it.

[ WHAT_WE_BUILT ]

What we built

A screenshot-analysing generative tool with mode switching and shareable result cards, published alongside ten purpose-built long-tail SEO articles, a sitemap, a web manifest and cache-control rules — the acquisition strategy shipped with the product rather than bolted on afterwards.

Screenshot-analysing generative tool with mode switching
Shareable result cards
Ten purpose-built long-tail SEO articles at launch
Sitemap, web manifest and cache-control rules

[ HOW_IT_IS_USED ]

How a company uses it

A demonstration of the pattern: build a small free tool that solves one thing, then let search do the distribution. Applies to any business with a calculator, checker or generator worth giving away.

Built with

ReactGeminiVite

[ COMMON_QUESTIONS ]

Questions clients ask

Why write the SEO content before launch?

Because indexing and ranking take months. Content published at launch is earning traffic by the time the product is stable; content published after launch means the first six months are wasted.

Does the free-tool-plus-content pattern still work?

Yes, but the bar has risen. The tool has to genuinely solve one thing and the content has to answer real questions. Thin content around a thin tool now ranks for nothing.

How does this apply to a B2B business?

Directly. Any business with a calculator, checker, generator or estimator worth giving away can run the same play — and B2B long-tail terms are usually less contested.

[ RELATED_WORK ]