You can run an online store’s entire morning check — sales health, stock risks, search performance, ad waste — from a terminal in about 90 seconds, using an e-commerce CLI: five minutes of one-time setup, then a handful of commands that replace the seven-tab dashboard carousel. Here’s the setup, the exact session, and where it goes once the commands become muscle memory.
One-time setup (five minutes)
npm install -g datavessel-cli # Node ≥ 20.11; installs `datavessel` + `dv`
dv login # browser OAuth — no API keys to paste
dv init # verifies auth, syncs the tool catalog
dv init reports what’s connected and ready — e.g. Providers connected: shopify, google_analytics, google_search_console, slack. Connect more sources in the web app anytime; the catalog updates itself, no reinstall. For servers and CI, skip the browser: dv init --api-key "$DATAVESSEL_API_KEY".
The 90-second morning session
What follows is a real session shape — five questions every operator asks daily, as commands.
1. Are we healthy? — revenue and sessions, this week vs last:
dv run run_report --property-id 123 --metrics sessions --metrics conversions --days 7
2. Is anything about to sell out? — the stockout-before-it-happens check:
dv run sw_admin_list_low_stock --threshold 5
Low stock on a bestseller is tomorrow’s revenue dip and today’s wasted ad spend — the diagnosis chain starts here, so this is the check to never skip.
3. What’s moving in search?
dv run get_rising_queries --site-url "sc-domain:yourstore.com" --days 7
Rising impressions with no clicks are titles to fix; rising with clicks are pages to double down on.
4. Where are we leaving CTR on the table?
dv run analyze_keyword_opportunities --site-url "sc-domain:yourstore.com" --days 30
5. Anything odd in the queue? — open orders stuck in processing, disputes, returns. Then close the laptop.
Piped through --json and jq, the same five commands become a script; in cron, they become a morning email; the questions stop being work at all.
Your first write (and the seatbelt you’ll hit)
Sooner or later a read surfaces a fix — a product title, a price, a meta description. Try it:
dv run wp_update_post --post-id 42 --title "Better title"
✗ 'wp_update_post' is a write tool; refusing to run non-interactively without --yes.
That’s not friction, that’s the contract: reads flow, writes ask. Interactively you’ll get a confirm prompt; in scripts, appending --yes is a deliberate, visible, logged decision. Every write lands in the same results ledger as every other datavessel surface, so terminal work is never off the books.
From commands to agents
The progression every terminal operator follows: the third week of typing the same five commands, you script them; the third week of running the script, you realize what you actually want is for the conclusions to find you. That’s the hand-off from CLI to scheduled agents — the stock check, ads sweep, and search review running on their own clock, findings arriving in Slack, writes queued for your approval. The CLI remains your inspection hatch: run any agent on demand, read any run’s output, script anything the agents don’t cover. Same catalog, same gates — the CLI and the agents are two hands of the same e-commerce autopilot system.
Multi-store operators: this is where it gets unfair
The dashboard tax scales linearly with brands; the terminal doesn’t. Five stores, one loop:
for site in store-a store-b store-c; do
dv --json run get_top_queries --site-url "sc-domain:$site.com" --days 7
done | jq -s 'map(.[0:3])'
An agency running the morning check across every client before the first coffee is not working harder than the operator with one tab open — that’s the whole argument in one loop.
Common gotchas (so you skip them)
- Empty tool list after login — you authenticated but haven’t connected sources in the web app yet. The catalog mirrors your connected providers; connect a store and re-run
dv tools list. - A write “did nothing” — check the output: it almost certainly refused without confirmation. That’s the gate, not a bug. Interactive runs prompt; scripts need
--yes, deliberately. - Flag names — they’re kebab-case versions of each tool’s schema fields (
--site-url,--post-id). When in doubt,dv tools show <tool>prints every flag with its description. - Old Node — the CLI needs Node ≥ 20.11; a mysterious install failure is usually this.
The bottom line
Five minutes of setup buys you a morning check measured in seconds, questions that compose into scripts, and writes that can’t happen by accident. Start with the five commands above, script them when they bore you, and hand them to agents when the script bores you too.
Install and run your first command in the next five minutes: the datavessel CLI →
Leave a Reply