Recommendations for Streamlining Database-Driven Content Creation System?

General
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1

I run a LinkedIn content community (200+ members) and provide monthly content resources. Right now, I’ve built individual custom GPTs (in ChatGPT) for different post types, each one interviewing users to create authentic, personalized LinkedIn content based on best practices.

Here’s where I need advice:

I’m consolidating everything into a database so members can access a monthly “menu” of content options through ONE tool instead of opening 24+ separate GPTs and re-entering their information each time.

I’ve started building this in Pickaxe, and while it’s working, I’m hitting some concerns:

  • I’m unclear on the pricing model for heavy usage (my outputs are substantial, and I prefer Claude for quality) and from what I’m seeing, I can no longer use my own Claude API Key?

  • With 200+ members using this tool, I need something cost-effective and scalable

With the tool “as is” it looks like it will cost around $10 to produce a month of content.

My question is:

  1. How can I build this out (new each month) with a fresh new content menu and lower the costs per use?

  2. Since it is copywriting heavy, I want to use claude for output. Can I use my Claude API key (or is this a never again)?

  3. Can I build it out a more cost-efficient way (ie: users fill out form with their details and answers to questions), then it generates all the output at once? Create separate tools like: 1) Monthly Planner 2) Text Post 3) Poll Post 4) Text+Image etc etc in a studio… but still unsure what those costs look like?

Any answers/support will be greatly appreciated!

2

I’ll chime in and say play around with Gemini 3.0. All my stuff I create for clients is copy based and it’s a dirt cheap model that’s incredible/on par with Claude.

What I would say is you probably have too many steps to get the output.

If you wanted to go crazy with workflows, have a simple bot that interviews your people with a small system prompt. Then trigger an “action" to fire the completed details to a more expensive Pickaxe on Opus or Gemini.

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Thanks for your reply!

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Do you happen to know if you can still use your own API keys or not for Claude or Chat?

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Hello, pickaxe does not allow you to use your own API keys any longer. But they charge the exact same amount per token as the apis. Do. They only made the change to simplify things for more novice users. I resisted the change at first, but now I notice it’s better for my bookkeeping to have all of my API fees coming from the same place as my pickaxe fee.

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That explains allot lol. I had to switch to make my pickaxe work. Thanks for posting this.

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Seconding @zachansen - I also use getmerlin.in, and I see them defaulting to Gemini 3.0 Pro, and the output is very impressiive.