MadikisQ: Questions about the long-term direction of Prompt Architects.
I’m deciding between Tier 2 and Tier 3, and my main question is about the long-term direction of Prompt Architects.
Prompt improvement is useful, but with some effort, that can already be done elsewhere. What makes your product more interesting to me is the broader workflow layer: reusable context slots, model-specific optimization, prompt storage and retrieval, MCP and extension-based access, and the ability to use prompts across different tools instead of being locked into one AI platform.
The context slots seem especially important. If someone is building repeatable prompts for different projects, clients, tones, formatting rules, workflows, or model-specific instructions, those slots start to feel less like a bonus feature and more like the actual product.
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Nafiul_PromptArchitects
May 6, 2026A: Hey Madikis,
Thanks for the thoughtful question — I love that you're thinking about the long-term direction of Prompt Architects. Let me address what we're building and where we're headed.
What we have today:
✅ Chrome Extension — Works seamlessly across ChatGPT, Claude, Gemini, and other major AI platforms. You're not locked into one tool.
✅ MCP Integration — Once connected to your active plan, you can access Prompt Architects across all your workspaces. This gives you the workflow layer you mentioned.
✅ Prompt Library with Context Slots — This is exactly what you're describing. You can save prompts with reusable context slots (project-specific variables, client names, tone settings, formatting rules, model-specific instructions). Build once, reuse everywhere.
✅ Team Collaboration — When you add team members, they get their own context slots and prompt libraries while still being able to share templates across the team.
Where we're going:
You nailed it when you said "the broader workflow layer is what makes this interesting." We completely agree. Prompt improvement is useful, but the real value is in reusable context, cross-platform portability, and team-wide consistency.
Thank you
Verified purchaser
My concern is that basic prompt improvement will probably become commoditized inside ChatGPT, Claude, Gemini, and similar platforms. But those systems will likely remain siloed. I’m more interested in a platform-agnostic system I can use across tools, especially through MCP, extensions, Claude Desktop, Cursor, and other third-party apps, not just by logging into another website.
Our app will work with your Claude Desktop and Claude Code, CodeX and Cursor etcs.
Verified purchaser
So my question is: what is your long-term vision for Prompt Architects?
Are you building mainly a prompt improver, or are you aiming toward something broader, such as reusable AI workspaces, instruction layers, agent profiles, workflow chains, context injection, and a central prompt/context system that can travel across platforms?
From the begging we didn't want to build a just prompt improver. We focused on the quality of the prompt and Improve instruction and Video and Image JSON and text prompt output and we are working with more new roadmap plan as you know AI is changing everyday so it's quite difficult to publish a solid plan for roadmap.
we are listening our customer and learning what else our customer needs.
Verified purchaser
This matters for the AppSumo tiers.
Tier 2 seems like a reasonable stopping point, but the 50 saved prompt limit and 10 context slots may become restrictive if someone wants to make this their main prompt and workflow system.
Since we're continuously shipping new features and improvements, grabbing the max tier now ensures you'll have access to everything we release down the line without worrying about feature limitations
We're building the infrastructure layer for AI prompting — reusable, portable, team-ready. Not just a prompt improver.
So yes, Tier 3 is the move if you're betting on that direction. You'll get everything we ship without hitting limits as we scale up those workflow features.
AI is changing everyday so it's quite difficult to publish a solid plan for roadmap.
Verified purchaser
Tier 3 makes more sense if the product is really heading toward that broader platform-agnostic orchestration layer. If the long-term product remains mainly a prompt improver, Tier 2 probably makes more sense because the higher tiers feel harder to justify.
Would love to understand how you see this evolving over the next 12 to 24 months.
We're building the infrastructure layer for AI prompting — reusable, portable, team-ready. Not just a prompt improver.
So yes, Tier 3 is the move if you're betting on that direction. You'll get everything we ship without hitting limits as we scale up those workflow features.
AI is changing everyday so it's quite difficult to publish a solid plan for roadmap.
Verified purchaser
Thanks, that helps. Since AI will keep changing fast, I can't expect a fixed roadmap. I’m trying to gauge longevity and adaptability to help choose between tiers 2 and 3. Do you and your team use Prompt Architects daily in your own businesses or workflows? Is this solving an internal problem you depend on too, so the product has to keep evolving beyond being a standalone SaaS? 🙂
Verified purchaser
I really appreciate you taking the time to respond to my questions/concerns. The only one that I'm waiting for a response on now is where I asked, "Do you and your team use Prompt Architects daily in your own businesses or workflows? Is this solving an internal problem you depend on too, so the product has to keep evolving beyond being a standalone SaaS."