Stop guessing which tasks AI can handle. This five-step audit finds your first automation win in under two weeks, and the first one recovered 16 hours in two months.

Stop spamming 2,000 contacts. A 3-layer AI workflow for consultants and agencies that turns 47 targeted prospects into 12-18 real conversations per month.

A consultant rebuilt her marketing stack with Claude, Zapier, and a $20/mo API subscription. Here are the exact workflows, the hours saved, and what went wrong when she automated too fast.

A software vendor cut API access and killed an existing Relay.app automation. Here is how one developer replaced it with a Python and Playwright script in a single Claude Code session.

A software vendor cut API access and killed an existing Relay.app automation. Here is how one developer replaced it with a Python and Playwright script in a single Claude Code session.

Five real marketing automation setups using Jasper, Make, ChatGPT, Phrasee, and HubSpot — with actual time savings and pricing from teams that have run them.

Most SaaS trials convert at 3–5%. A 7-email drip sequence with specific LLM prompts, behavioral segmentation, and timed sends can push that to 9–12%.

Build an n8n workflow that parses receipt images into structured JSON, routes by amount, logs to Google Sheets, and notifies via Slack. Free tier: 500 calls/month.

Skip Figma and Canva. This n8n workflow pulls data from Google Sheets, injects it into an HTML template, and renders pixel-perfect 1080x1350px PNGs via RenderPix in about 230ms each.

One developer built a fully automated job board that scrapes, structures, and publishes listings with zero manual input using n8n, Prisma, and Next.js with ISR.

A developer who shipped production AI agents for Oracle breaks down the real reasons small business automation projects fail, with cost numbers and a launch sequence that actually works.

A bootstrapped DTC founder built a 4-stage n8n pipeline that scrapes competitor ads, writes counter scripts, renders video, and optimizes campaigns automatically. Here's the full architecture.