
AI Questionnaire & Automation Flow – Improve Logic, UX & Outputs
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Email marketing specialist| website designer and Developer | E-Commerce Store designer
Data Science & Machine Learning Engineer | Web App developer | AI Application Development
Full-Stack Web & Mobile App Developer With AI Integration & Automation Expertise
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Description
Experience Level: Expert
Title
AI Questionnaire & Automation Flow – Improve Logic, UX & Outputs
Description
I’m building an AI-powered business assessment tool that uses a dynamic questionnaire to generate tailored automation/workflow recommendations for clients.
I have already built a working version in Replit, but I’m not fully happy with:
The quality of the question flow
How well answers influence the final output. (The final dashboard isn't quite 'valuable' or accurate enough to the user)
Whether the logic is leading users to the right recommendations
The overall UX of the questionnaire
I’m looking for someone experienced in AI products, logic flows, and smart form design to help me refine and improve it. Beneficial if you are also very good at systems/automation for businesses to help guide the AI to recommend proper solutions
What I Need Help With
Reviewing my current questionnaire + logic
Improving conditional logic / branching
Helping structure better follow-up questions
Making outputs more accurate and actionable
Improving user journey and clarity
(Optional) Improving or refactoring the technical build
The tool is currently in Replit, but I’m open to rebuilding or migrating if there’s a better approach.
Tech Stack (Current)
Replit
OpenAI / AI integrations
JavaScript / Node (or similar)
(Exact stack can be discussed.)
Ideal Experience
AI product development
Dynamic forms / questionnaires
SaaS or automation tools
UX for business users
API integrations
Deliverables
Improved questionnaire structure so it works every time and gives enough freedom to the user to provide their painpoints while also ensuring it's giving really meaningful insights/feedback
Clear logic/flow map
Refined prompts/AI instructions
Valuable dashboard for the user
Fully Working updated version
Documentation/explanation
AI Questionnaire & Automation Flow – Improve Logic, UX & Outputs
Description
I’m building an AI-powered business assessment tool that uses a dynamic questionnaire to generate tailored automation/workflow recommendations for clients.
I have already built a working version in Replit, but I’m not fully happy with:
The quality of the question flow
How well answers influence the final output. (The final dashboard isn't quite 'valuable' or accurate enough to the user)
Whether the logic is leading users to the right recommendations
The overall UX of the questionnaire
I’m looking for someone experienced in AI products, logic flows, and smart form design to help me refine and improve it. Beneficial if you are also very good at systems/automation for businesses to help guide the AI to recommend proper solutions
What I Need Help With
Reviewing my current questionnaire + logic
Improving conditional logic / branching
Helping structure better follow-up questions
Making outputs more accurate and actionable
Improving user journey and clarity
(Optional) Improving or refactoring the technical build
The tool is currently in Replit, but I’m open to rebuilding or migrating if there’s a better approach.
Tech Stack (Current)
Replit
OpenAI / AI integrations
JavaScript / Node (or similar)
(Exact stack can be discussed.)
Ideal Experience
AI product development
Dynamic forms / questionnaires
SaaS or automation tools
UX for business users
API integrations
Deliverables
Improved questionnaire structure so it works every time and gives enough freedom to the user to provide their painpoints while also ensuring it's giving really meaningful insights/feedback
Clear logic/flow map
Refined prompts/AI instructions
Valuable dashboard for the user
Fully Working updated version
Documentation/explanation
Lucy C.
100% (3)Projects Completed
3
Freelancers worked with
3
Projects awarded
8%
Last project
27 Feb 2026
United Kingdom
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