The recurring theme around 'product roadmap' in public feedback suggests a gap between user expectations for guided, opinionated solutions and the current state of AI-driven product building tools, indicating a market opportunity for structured, user-friendly platforms.
Users are skeptical of generic AI-generated products (e.g., 'ask a frontier model to build me a CRM') and value an 'opinionated operating system' with persistent data and predefined rules, indicating a need for more guided, structured product development tools.
Snapshot context
What makes this snapshot distinct
This snapshot is distinct because the strongest evidence currently comes from reddit within last 15 days, with 4 quote-backed signals that indicate how users describe this problem in their own words. It also references related products such as product roadmap.
Most important finding
Users are skeptical of generic AI-generated products (e.g., 'ask a frontier model to build me a CRM') and value an 'opinionated operating system' with persistent data and predefined rules, indicating a need for more guided, structured product development tools.
Suggested focus
Watch for emerging tools that offer opinionated frameworks or templates for building products, as they may address the core friction of users not knowing where to start with coding agents.
AI feedback clusters
Lack of guidance for non-technical users
Users feel that most people don't know how to start building with coding agents, and generic AI suggestions are insufficient without a structured approach.
“In the B2C space, Probably 95%+ of people have no idea how to build stuff with coding agents. They have absolutely no idea where to begin, and most don't have the interest at all. Worrying about people building their own custom personal solution is”
“That’s exactly the bar I’m using. If it’s just “ask a frontier model to build me a CRM,” it probably isn’t a product. The value I’m testing is in the opinionated operating system around the model: persistent structured data, predefined rules/stages, channel +”
Desire for opinionated structure over generic AI
Users value an 'opinionated operating system' with persistent data and predefined rules, rather than just asking a model to build something from scratch.
“That’s exactly the bar I’m using. If it’s just “ask a frontier model to build me a CRM,” it probably isn’t a product. The value I’m testing is in the opinionated operating system around the model: persistent structured data, predefined rules/stages, channel +”
AI root-cause hypothesis
The friction arises because current AI tools are too open-ended, overwhelming non-technical users who lack the expertise to structure their own solutions, while technical users seek more control and structure than generic AI outputs provide.
Product implications
Incorporate opinionated templates and structured workflows to guide users from idea to implementation, reducing the 'blank page' problem.
Differentiate by offering pre-built, customizable frameworks that handle common use cases, rather than purely generative AI responses.
Opportunity to build a niche tool that combines AI assistance with domain-specific structure, targeting users who feel lost with generic coding agents.
Source evidence supporting this signal
“In the B2C space, Probably 95%+ of people have no idea how to build stuff with coding agents. They have absolutely no idea where to begin, and most don't have the interest at all. Worrying about people building their own custom personal solution is”
“That’s exactly the bar I’m using. If it’s just “ask a frontier model to build me a CRM,” it probably isn’t a product. The value I’m testing is in the opinionated operating system around the model: persistent structured data, predefined rules/stages, channel +”
“Appreciate the detailed response! “I’d keep it separate” - in your case, are you using a 3rd tool separate from Notion and the project management tool your Eng team is using to manage product content?”
“Sometimes product over metricizes things. Go by gut feeling and solving the biggest pain point. If you have a better user experience by gut feeling go for it. Many things in life don't have metrics. Even when we have metrics we do it wrongly. We collect user”