Persona Library
Community-sourced UX research

Who actually uses these products,
and what made them stay.

Deep persona profiles for the tools that run modern work. Community-validated. Exportable. Open for contribution.

25
airtableAPP-001
4 comments

The Airtable Ops Manager

An operations manager, program manager, or department lead at a 20–200 person company who discovered that spreadsheets couldn't hold what they needed to track anymore. They built something in Airtable that their team actually uses. They are not a developer, but they've learned to think like one — tables, relations, fields. They are simultaneously proud of what they've built and anxious about what happens when it breaks.

Aha

A teammate asked how they managed maintain operational data that's accurate enough to make real decisions from.”

tallyAPP-083
4 comments

The Tally Non-Technical Form Builder

A startup founder, indie maker, or operations person who creates forms for surveys, lead capture, applications, and feedback — and who bounced off Typeform's pricing, Google Forms' aesthetic, and Airtable Forms' rigidity. They found Tally and built their first form in 4 minutes. They converted immediately. They use Tally for things that other tools make too complicated or too expensive for what's essentially a box to collect information.

Aha

A teammate asked how they managed create a well-designed form fast without a mental model of how the tool works.”

codaAPP-168
4 comments

The Coda Doc Builder

A team lead, ops manager, or product manager who uses Coda to build interactive documents that are half-doc, half-app. They've built meeting note trackers with automated action items, sprint planning boards with voting buttons, and OKR trackers with progress rollups — all inside Coda docs. They chose Coda because Notion didn't have formulas and Airtable didn't have documents. They love that everything lives in one place. They worry that they've built something only they understand.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about formula complexity escalates quickly — what starts as a simple lookup becomes a nested formula chain in two weeks.”

typeformAPP-158
4 comments

The Typeform Survey Designer

A UX researcher, product manager, or marketer who chooses Typeform over Google Forms because the survey experience matters. They've learned that completion rate is the most important metric for a survey, and completion rate is a design problem. They craft surveys that feel like conversations: one question at a time, conditional logic, thoughtful copy. They spend as much time on the question experience as they do on the question content. They are the person who says "we can't just send a Google Form — that sends a message about how much we value their feedback."

Aha

The shift was quiet.”

framerAPP-031
5 comments

The Framer Interactive Designer

A product designer or creative developer who uses Framer for either high-fidelity interactive prototypes or production marketing sites — often both. They came from Figma and knew it wasn't built for interaction. They came from Webflow and wanted more design control. Framer sits between those two worlds and they've made it home. They are comfortable with the code escape hatch. They don't use it unless they have to. When they have to, they can.

Aha

The shift was quiet.”

flyioAPP-154
4 comments

The Fly.io Edge Deployer

A backend developer or DevOps engineer who deploys applications on Fly.io because they need their app running close to users globally — not just served from a CDN, but actually computing at the edge. They've outgrown Heroku's simplicity, don't want AWS's complexity, and find Vercel too opinionated for non-Next.js workloads. Fly.io hits the sweet spot: Docker containers deployed globally with a CLI that feels developer-first. They're comfortable with infrastructure but don't want it to be their full-time job.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about stateful workloads at the edge (databases, volumes) have limitations that aren't always clear until production in two weeks.”

riveAPP-102
4 comments

The Rive Interactive Animation Designer

A designer or creative developer who builds animations that respond to state, not just ones that play and loop. They discovered Rive when they realized that Lottie was great for playing animations but couldn't handle the "and then when the user clicks, it does this" requirement. Rive's state machine changed their practice. They now build animations that are interactive first — hover states, press states, loading-to-success transitions, character rigs that respond to game input. They are comfortable in both the design and the runtime.

Aha

It happened mid-workflow — they're building a loading animation for a fintech app.”

loomAPP-046
3 comments

The Loom Async Communicator

An individual contributor or people manager at a remote-first company who uses Loom as their primary format for communicating complex information asynchronously. They record walkthroughs, give feedback, share context, and replace 80% of the meetings they used to have. They are comfortable on camera — not because they love being on camera, but because they've made peace with the fact that async video is the clearest way to communicate nuance without a meeting. They have a good mic. They have a ring light. They did not buy these for fun.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about videos that never get watched — the async promise only works if the other person opens it in two weeks.”

harvestAPP-097
4 comments

The Harvest Freelancer and Agency Owner

A freelancer, consultant, or small agency owner (2–15 people) for whom time is the product. They track hours against client projects and invoice from those hours. Harvest is where the financial reality of their business lives. They've learned that unbilled hours are lost revenue, that clients will dispute invoices without time entries to back them up, and that the difference between a profitable month and a break-even month is often the accuracy of their time tracking. They are disciplined about logging time — or they are trying to become disciplined about it.

Aha

A teammate asked how they managed track time accurately enough that invoices are defensible and projects are profitable.”

hexAPP-038
6 comments

The Hex Data Analyst

A data analyst or analytics engineer at a company with a modern data stack — dbt, Snowflake or BigQuery, and a growing demand from business stakeholders for self-service data access. They use Hex because Jupyter notebooks are hard to share and dashboards aren't flexible enough. Hex sits in the middle: code-first enough for real analysis, shareable enough that a PM can click through an interactive version without needing to run code. They build notebooks in Hex. Business people use the published apps. This is the workflow they've been trying to build for years.

Aha

A teammate asked how they managed build analyses that colleagues can interact with without running code themselves.”

supabaseAPP-081
6 comments

The Supabase Full-Stack Developer

A full-stack developer or indie hacker who uses Supabase as their backend and thinks of it as their database, their auth layer, their file storage, and their API layer at once. They came from Firebase and wanted Postgres. Or they came from setting up their own Postgres and wanted the tooling. Either way they arrived at Supabase and found a backend they could move on from thinking about. They write SQL fluently. They use Row Level Security. They are deeply comfortable in the Supabase dashboard. They have strong feelings about their Supabase tables.

Aha

The shift was quiet.”

calendlyAPP-009
6 comments

The Calendly High-Volume Scheduler

A consultant, account executive, advisor, or service professional for whom scheduling external meetings is a daily operational task. They use Calendly because they calculated — consciously or not — that 20 minutes per meeting of back-and-forth email was adding up to hours per week. They now send a link. They feel slightly awkward about it the first time with each new contact. The other person always thanks them for it.

Aha

The shift was quiet.”

contentfulAPP-015
3 comments

The Contentful Content Manager

A content manager, digital editor, or marketing manager at a company with a developer-built Contentful implementation. They publish product pages, blog posts, campaign content, and documentation through Contentful's web interface. They did not design the content model — a developer did. They live inside that model every day and have a detailed understanding of which fields do what and which ones are a mystery. They are not a developer but they've learned to think in content types.

Aha

A teammate asked how they managed publish and update content quickly without waiting on a developer for every change.”

apolloAPP-003
5 comments

The Apollo SDR

A sales development rep or account executive at a B2B company of 20–300 people who runs outbound prospecting as a core job function. Apollo is their prospecting database, their sequencing engine, and their activity tracker. They use it every day. They've built sequences that work and sequences that don't, and they've learned the difference by watching reply rates. They're not sentimental about approaches that aren't working. They test, they iterate, they move on.

Aha

It happened mid-workflow — it's Monday.”

vercelAPP-087
6 comments

The Vercel Frontend Developer

A frontend or full-stack developer with 2–8 years of experience who discovered Vercel and decided that deploy-on-push preview URLs should be table stakes for every project. They've tried to describe the Vercel experience to developers still using other deployment pipelines and can't fully convey it. They use Vercel for personal projects, client work, and have advocated for it at their company — sometimes successfully. Their bar for deployment infrastructure is now set by Vercel, which makes everything else feel like a step backward.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about build times that climb as the project grows — especially Next.”

deelAPP-020
5 comments

The Deel Global HR Manager

An HR manager, people ops lead, or COO at a company of 20–200 people that has hired internationally — contractors in one country, full-time employees in another. Before Deel, this involved a law firm, a local accountant, a foreign entity, and a spreadsheet of exchange rates. Deel collapsed that. They can now hire in a new country in days instead of months. They are not naive about the complexity they're offloading — they understand that Deel is doing what they used to do badly.

Aha

They've found the right candidate for a senior engineering role.”

clerkAPP-012
5 comments

The Clerk Authentication Developer

A full-stack developer or indie hacker building a SaaS product who has decided that authentication is not a competitive advantage and has no interest in building it. They chose Clerk because it ships the full auth experience — sign in, sign up, user profile, MFA, social providers, and organization management — as components they can drop in and style to match their product. They were building on NextJS and Clerk was the obvious answer. It took them four hours to integrate. They've never looked back and have never thought about auth again unless a customer asked for a feature.

Aha

It happened mid-workflow — it's Saturday.”

retoolAPP-133
4 comments

The Retool Internal Tools Developer

A full-stack developer or engineering lead tasked with building internal tools — admin dashboards, customer support panels, operations consoles. They chose Retool because writing React apps for internal use felt wasteful, but they still need to write SQL, connect APIs, and handle auth. They are a developer using a low-code tool, which means they appreciate the speed but feel the constraints more acutely than a no-code user would.

Aha

The support team needs a tool to look up customer accounts, view their subscription history, and issue refunds.”

gitlabAPP-095
4 comments

The GitLab DevOps Engineer

A DevOps engineer, platform engineer, or senior developer at a company that chose GitLab — often for self-hosting, compliance, or all-in-one platform reasons. They maintain the GitLab instance or the pipeline configurations that all other engineers depend on. They think in pipelines, stages, and artifacts. They've written `.gitlab-ci.yml` files that are 300 lines long and know every YAML key by memory. They've debugged a pipeline failure on a Friday evening. They have strong opinions about GitHub Actions versus GitLab CI that they will share if asked.

Aha

The shift was quiet.”

canvaAPP-122
4 comments

The Canva Marketing Manager

A marketing manager or content lead at a 10–100 person company who produces 20–50 pieces of visual content per week. They're not a designer and they know it — but Canva makes them good enough. They've built a template library that keeps everything on-brand, and they resize for every platform in one click. They're proud of the speed but occasionally embarrassed when a real designer sees their work. They are the reason the brand looks consistent, even if the brand guidelines live in a Google Doc nobody reads.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about brand Kit limitations — fonts upload fine but brand colors sometimes don't apply consistently in two weeks.”

vercelAPP-124
3 comments

The Vercel Agency Deployer

A developer at a web agency or a freelancer who deploys and manages 20–100 client projects on Vercel. They chose Vercel because the developer experience is excellent and Next.js deploys are zero-config. But managing 50 projects across 15 clients has turned deployment into project management. They spend as much time in the Vercel dashboard organizing teams and domains as they do writing code. They know every deployment preview URL is a demo link, and they've sent the wrong preview to the wrong client exactly once.

Aha

A client emails asking why their site is showing an old version.”

calcomAPP-189
4 comments

The Cal.com Scheduling Power User

A consultant, agency owner, or team lead who uses Cal.com because Calendly was too simple for their scheduling needs. They manage round-robin scheduling for a team, paid consultation bookings, multi-timezone availability, and custom booking forms that collect information before the meeting. They chose Cal.com because it's open-source, self-hostable, and extensible in ways Calendly's paid tiers can't match. They are the scheduling architect for their team.

Aha

It happened mid-workflow — a consulting agency needs different scheduling for three scenarios: free 15-minute discovery calls (routed to available consultant), paid 60-minute strategy sessions (It happened mid-workflow — a consulting agency needs different scheduling for three scenarios: free 15-minute discovery calls (routed to available consultant), paid 60-minute strategy sessions (The aha moment happened the first time they used Cal.”

sanityAPP-186
4 comments

The Sanity Content Architect

A developer or content architect who uses Sanity because they think about content as structured data, not pages. They design content models that serve web, mobile, email, and API consumers from a single source. They've built custom studios, created real-time collaborative editing environments, and used GROQ to query content in ways traditional CMS query languages can't express. They are the architect of the content layer, and they treat content modeling with the same rigor as database schema design.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about customizing the Studio deeply requires significant React knowledge, raising the bar for non-senior developers in two weeks.”

harvestAPP-165
4 comments

The Harvest Freelance Time Tracker

A freelance designer, developer, consultant, or small agency owner who bills by the hour and uses Harvest to track every minute. They know that untracked time is unpaid time, and unpaid time is a silent business killer. They start timers when they begin work, stop them when they break, and review their timesheets weekly to make sure nothing slipped. They've built a system that balances accurate tracking with not letting the tool interrupt their flow. They are both the worker and the business.

Aha

A freelance developer juggles three active clients.”

dropboxAPP-162
2 comments

The Dropbox Creative Team Manager

A creative director, design lead, or production manager who manages files for a creative team — designers, photographers, video editors, copywriters. They chose Dropbox because it handles large files (PSD, AI, video) better than Google Drive and because the desktop sync means creatives can work in their native apps without learning a new tool. They are the person who designs the folder structure, enforces naming conventions, and answers the question "where is the latest version of the logo?" at least three times a week.

Aha

The shift was quiet.”

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