Automated Daily Posts on X

John Carter | 5 min read | Feb 3, 2026

Unlock the Easiest Marketing Win: Automated Daily Posts on X

I built Golf Agent Pro — a fully autonomous AI golf analyst that wakes up each week, pulls PGA Tour data, runs its own analysis, and delivers tournament breakdowns to subscribers. No dashboard, no clicks, no manual input.

A week ago, I figured: why not automate the marketing too?

Here’s how I set up an automated X agent that pulls from my existing APIs, generates posts with Claude, and publishes daily — all without me lifting a finger.

Why Automate X?

Consistency is the hardest part of marketing on X. You know you should be posting. But between building product and managing everything else, it’s the first thing that falls off.

The goal wasn’t to create a spammy bot blasting generic content. I wanted posts that sound like me — a golfer talking to other golfers about what’s happening on Tour. The kind of thing you’d text your buddies in the group chat.

After one week, the account hit 1.1K impressions with zero manual effort. Not world-changing, but that’s 1.1K impressions I wouldn’t have had otherwise. It compounds.

The Stack

  • An API or data source — Golf Agent Pro already has endpoints for current tournaments, reports, and performance stats. If you don’t have an API, a spreadsheet or RSS feed works.
  • X Developer Account — Create an app at developer.x.com. You’ll need the Basic tier for daily posting.
  • Claude API key — For generating post content. Any LLM works to keep costs low.
  • A hosting platform with cron support — I used Railway, but GitHub Actions, Render, or AWS Lambda all work.

Step 1: Get Your X API Credentials

In the X Developer Console, create an app and grab four credentials: Consumer Key, Consumer Secret, Access Token, and Access Token Secret. These live under OAuth 1.0 — don’t confuse them with OAuth 2.0 Client ID and Client Secret, which won’t work for posting.

Important: Set your app permissions to “Read and Write” before generating tokens. If you generate tokens with read-only permissions, you’ll need to update permissions and regenerate them. Set the app type to “Web App, Automated App or Bot” and add a callback URL (even https://localhost works).

Step 2: Build the Posting Script

The flow is simple:

Your API → Claude (generates post) → X API (publishes)

I used Python with tweepy for X integration and the anthropic SDK for content generation. The script hits three Golf Agent Pro API endpoints — current tournament, latest report, and overall stats — then bundles that context for Claude.

If the Claude API is unavailable, the script falls back to a template using scraped PGA Tour leaderboard data. Less dynamic, but still gets a post out with real-time data.

Step 3: Deploy with a Cron Schedule

Railway makes this dead simple — a single Python script, a requirements.txt, and a railway.toml:

[deploy.cron]
schedule = "0 13 * * *"

That’s 1pm UTC / 8am Eastern — right before most people start scrolling golf Twitter. All API credentials live as environment variables in Railway’s dashboard. No secrets in the repo.

Step 4: Tune the Voice

This is the most important step and the one most people skip. Your bot is only as good as the prompt driving it.

My first draft produced tweets that sounded like a marketing intern wrote them — too polished, too corporate. I rewrote the prompt to reference real players, talk about picks like you’re putting money down, and use golf slang like “ball striker,” “GIR,” and “scrambling.”

The difference was night and day:

Generic: “Golf Agent Pro’s AI analysis shows strong predictions for this week’s tournament. Check out our latest insights!”

After tuning: “Riding with Scottie at Riviera this week. Course sets up perfect for elite ball strikers and nobody’s puring it like him right now.”

The second one sounds like something a golfer would actually say. That’s the goal.

Pro tip: My first round of tweets exceeded X’s 280-character limit, causing posts to get cut off. Build character count validation into your prompt or script.

What This Costs

  • X API Basic tier: Free for low-volume posting (supports 1,500 posts/month)
  • Railway: A few bucks/month for a cron job
  • Claude API: Pennies per post — each tweet is a single short API call

Total: well under $10/month for daily automated posting.

Results So Far

After one week of daily posting about PGA Tour events, picks, and recaps: 38 posts, 1.1K impressions. Every post links back to golfagentpro.com, creating a steady drip of traffic I don’t have to think about.

Saturday and Sunday tournament posts perform best — that’s when golf Twitter is most active. The real test will be tracking conversions over the next few months.

How to Do This for Your Product

The pattern works regardless of what you’re building:

  1. Identify your data source. Product stats, user milestones, industry data — anything that changes regularly.
  2. Set up the X API. Developer account, OAuth 1.0 credentials, write permissions.
  3. Write a strong prompt. Be specific about tone, terminology, and structure. Your first draft will be too generic — iterate.
  4. Deploy on a schedule. Pick a time when your audience is online.
  5. Monitor and adjust. Check impressions weekly. Feed what works back into your prompt.

The whole thing took about an hour to build and deploy. The ROI isn’t in any single tweet — it’s in showing up every day without burning time on it.

Golf Agent Pro is fully automated. Now the marketing is too.

Follow Golf Agent Pro on X or connect with me on LinkedIn. Questions? Reach me at carterpixels@gmail.com.