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FLAGSHIP SAAS · PROJECT 01

Growthscope

An AI Growth Intelligence Platform, built end to end

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The problem

Marketing teams spend hours every week manually reviewing competitors, re-auditing their own site, and assembling reports nobody reads. The work is repetitive, it's easy to skip, and the moment you skip it you stop noticing what changed in your market.

What I built

A full SaaS product: businesses create an account, describe their company and goal, and Growthscope continuously audits their website, monitors competitors for changes, and turns each change into an executive decision brief — what happened, why it matters, whether to care, and what to do about it. Every Monday it emails the whole picture as a brief.

How it works

Stack

Cloudflare Pages + FunctionsD1 (SQLite) — 8 tablesCron Worker (daily sweeps)PBKDF2 auth + session cookiesGemini (primary) / Anthropic (fallback)Resend for weekly briefsGoogle Search Console API (JWT/RS256 signed in-worker)

What it proves

Frontend, backend, database design, authentication, scheduled background processing, third-party API integration, AI orchestration, billing architecture and product design — all in one working product.

Honest limitations

WHAT THIS DOESN'T DOBilling is architected but not switched on (Stripe lands in its planned month). The audit reads a single page, so a strong site with a weak homepage scores harshly. Analytics detection can't see consent-gated or server-side tags, and the product now says so rather than claiming they're missing.

Want something like this built?

Design, code, launch and growth — handled start to finish.

Book a free call