How user testing can make your product great
Get your product into the hands of test users and you'll walk away with valuable insights that could make the difference between success and failure.
I maintain detailed SOPs for several brand blogs and now need a steady flow of new articles created end-to-end. The workflow is tightly defined: • Draft the first version with an LLM such as Claude, polish for clarity, and run a manual fact-check to be sure every claim is verifiable. • Generate accompanying visuals through Gemini, compress and save them as webp, and include descriptive alt text. • Deliver each finished piece as a Markdown file that embeds the image links; place both the .md file and the optimized images in the shared drive folder I assign. Because each brand follows its own editorial calendar, throughput matters. The benchmark is up to two fully completed posts per hour and roughly five to ten posts per week for any single brand once you are familiar...
I am building a micro-SaaS that turns a blank brief into a fully published, SEO-ready blog post—text, images, and all—without human touch. At its core the platform needs two tightly-integrated engines: • An AI content module that – suggests niche-relevant blog topics, – writes complete long-form articles in a natural tone, – injects on-page SEO recommendations (keywords, headings, meta, internal links), and – runs live competitor analysis so users can see how their draft stacks up before publishing. • An AI image module that can create banner images, infographics, and custom inline illustrations in a single call so each article ships with coherent visuals. The flow should mirror the experience on but with my own branding...
I'm seeking a comprehensive research paper on using explainable AI to track undergraduate student performance, focusing specifically on academic scores. The target audience for this paper includes academic researchers and AI practitioners. Key Requirements: - Focus on undergraduate academic performance - Emphasis on explainable AI methodologies - In-depth analysis and insights - Well-structured and academically rigorous Ideal Skills and Experience: - Background in AI and education - Strong research and writing skills - Familiarity with explainable AI techniques - Experience in academic paper development
AI Specialist for Long-Term Offline AI Knowledge System (Economics & Nation-Building) ________________________________________ Project Description I am looking for an experienced AI specialist to help me design the right AI software, hardware, and workflow for a long-term, complex knowledge project. The goal is to build a persistent AI-assisted working system, preferably offline / PC-based, that supports continuous analysis, structuring, and expansion of a large body of documents and ideas. ________________________________________ Project Scope • Selection and evaluation of offline vs. online AI solutions • Feasibility analysis of local AI with long-term knowledge persistence • Recommendations for AI software, system architecture, and hardware • Design of workflows ...
AI-Assisted Business Development Automation (Email + CRM + Compliance-Safe Outreach) --- Project Overview I run a UK-based compliance consultancy (fire risk assessment, CDM Principal Designer, H&S audits). I am looking for a competent, detail-oriented freelancer to help implement and maintain an AI-assisted outbound business development system using email + CRM + light automation, fully compliant with UK GDPR / PECR. This is not spam marketing. This is low-volume, high-quality, compliance-led B2B outreach. --- Project Objective To design and implement a repeatable, compliant outreach workflow that: Identifies suitable organisations (care homes, managing agents, commercial landlords) Researches decision-makers Drafts personalised outreach emails using AI Sends emails at safe...
I’m looking to commission a custom machine-learning model that automatically writes full-length research papers in the medical field. The focus is article-style generation rather than casual chatbot replies or short-form posts, so coherence, correct structure (abstract, introduction, methods, results, discussion, references), and domain-appropriate terminology matter more to me than conversational flair. You’re free to choose the underlying architecture—transformer-based models such as GPT-like variants, T5, Llama, or your own hybrid approach—so long as the final pipeline consistently produces high-quality drafts that read like genuine medical research. I will supply example papers and any additional datasets you ask for; you handle data preparation, fine-tuning, a...
I’m looking to commission a custom machine-learning model that automatically writes full-length research papers in the medical field. The focus is article-style generation rather than casual chatbot replies or short-form posts, so coherence, correct structure (abstract, introduction, methods, results, discussion, references), and domain-appropriate terminology matter more to me than conversational flair. You’re free to choose the underlying architecture—transformer-based models such as GPT-like variants, T5, Llama, or your own hybrid approach—so long as the final pipeline consistently produces high-quality drafts that read like genuine medical research. I will supply example papers and any additional datasets you ask for; you handle data preparation, fine-tuning, a...
I’m ready to streamline how incoming customer-inquiry emails are handled. The objective is simple: every time a new message arrives, Zapier should pass the content to ChatGPT, generate a friendly reply that matches our brand voice, and send it back through our email service automatically. Here’s what I need built: • One or more Zaps that trigger on new emails flagged as customer inquiries (Gmail, Outlook, or another standard mailbox—whichever you prefer to work with). • A well-structured GPT prompt that reliably produces clear, helpful, friendly answers while retaining any key order or account details it extracts from the original message. • Logic for edge cases—messages that can’t be answered automatically should be routed to a human i...
We’re looking for annotators to work on text-based tasks focused on validating accuracy, tone, and reasoning. The role involves editing and refining content, as well as creating structured reasoning chains that apply logical and linguistic consistency to complex customer–agent scenarios. Candidates should have a Bachelor’s degree, strong fluency in written English, and familiarity with composing or refining AI prompts. We’re looking for individuals with solid analytical and deductive thinking skills, an understanding of online shopping terminology, and strong attention to detail. The work will focus on three main areas: 1. Content Writing & Refinement Edit and refine AI-generated e-commerce content to ensure it sounds natural, authentic, and aligned wi...
If you love building LinkedIn-native campaigns, writing executive-level content, and using AI to move faster and smarter—this challenge is for you. The Challenge Using one provided educational webinar brief, build a full LinkedIn-focused campaign covering pre-event, during-event, and post-event phases. You must demonstrate: Executive-level LinkedIn writing Understanding of LinkedIn-native performance and formatting Strategic campaign thinking Clear, transparent use of AI tools (tools, prompts, workflows, time estimate) Design polish is not the focus. We are evaluating strategy, AI leverage, structure, and content quality. Deliverables: Campaign strategy LinkedIn posts (organic + long-form thought leadership) Supporting content (emails, landing page copy, scripts, webinar conten...
Get your product into the hands of test users and you'll walk away with valuable insights that could make the difference between success and failure.
Learn how to hire and collaborate with a freelance Typeform Specialist to create impactful forms for your business.