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.

43
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.”

riveAPP-190
4 comments

The Rive Interactive Animation Designer

A motion designer or creative developer who uses Rive to create animations that aren't just decorative — they're interactive. They build loading indicators that respond to progress, toggle switches that morph between states, onboarding illustrations that react to user input, and game-like UI elements. They think in state machines: idle, hover, active, success, error. They chose Rive because After Effects exports video, Lottie exports playback, but Rive exports interactive, state-driven animations that respond to runtime input.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about the state machine editor has a learning curve, especially for designers coming from timeline-based tools in two weeks.”

framerAPP-146
4 comments

The Framer Motion Designer

A product designer or motion designer who gravitates toward Framer because it treats animation and interaction as first-class design elements. They don't just design screens — they design how screens transition, how elements respond to hover, how content enters and exits. They've used Figma for static design but find it limiting when the design's value is in how it moves. They are the person who insists that the ease curve matters and that a 200ms delay feels different from a 300ms delay.

Aha

A teammate asked how they managed design and prototype complex animations and transitions that developers would struggle to implement from specs.”

twilioAPP-085
3 comments

The Twilio Communications Developer

A backend or full-stack developer at a startup or mid-size company who built the Twilio integration that handles customer-facing communications — appointment reminders, verification codes, order updates, or two-way SMS. They did the integration once. It worked. Now they're the person who gets paged when a customer says they didn't receive their verification code, and they have to determine whether that's a Twilio problem, a code problem, or a carrier problem — in that order.

Aha

It happened mid-workflow — three customers have filed support tickets saying they didn't receive their OTP.”

slackAPP-113
3 comments

The Slack Workspace Architect

An IT admin, department head, or operations lead responsible for how their company uses Slack. They set up the workspace when it was 20 people and now it's 200. They created the channel naming conventions that nobody follows. They are the person people DM when they can't find something, when a channel needs to be archived, or when someone needs to be added to a private channel they shouldn't have access to.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about channel sprawl — 400 channels, half are dead, nobody wants to archive them in two weeks.”

twilioAPP-138
4 comments

The Twilio Communications Builder

A backend developer or full-stack engineer who integrates Twilio for transactional SMS, voice calls, or WhatsApp messaging. They're not building a call center — they're adding "send a verification code" or "notify the driver" to an existing product. They understand the API well enough to send messages, but the telecom layer underneath — carrier filtering, number provisioning, regulatory compliance — feels like a different industry entirely. They write code that talks to phones, and they've learned that phones are unreliable in ways servers are not.

Aha

The developer ships a phone verification flow.”

todoistAPP-143
4 comments

The Todoist Productivity System Builder

A knowledge worker — often a freelancer, consultant, or senior IC — who has turned Todoist into a personal operating system. They don't just track tasks; they've built a system. GTD-inspired projects, context-based labels, custom filters for different energy levels and time blocks. They have recurring tasks for weekly reviews, monthly planning, and annual goal-setting. They've tried every productivity app and keep coming back to Todoist because it's fast, reliable, and doesn't try to be more than a task manager.

Aha

It happened mid-workflow — it's Sunday evening.”

loomAPP-140
3 comments

The Loom Async Communicator

A product manager, engineering lead, or designer working on a remote or distributed team who realized that most meetings could be a Loom. They record 5–15 looms per week — product updates, code walkthroughs, design feedback, project kickoffs. They've developed a recording style: concise, screen-shared, with their face in the corner. They are an async communication evangelist who believes the 30-minute meeting is a relic of co-located work.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about video organization becomes a mess — finding a specific loom from three months ago requires remembering the exact title in two weeks.”

grammarlyAPP-035
5 comments

The Grammarly Professional Writer

A professional writer, business analyst, marketer, or non-native English speaker for whom written communication is central to their professional credibility. They use Grammarly not because they can't write — they can — but because they write quickly and under pressure, and the gap between their intent and their output sometimes closes imperfectly. Grammarly is the layer that catches what their brain skips. For non-native speakers especially, it's the difference between writing with confidence and writing with anxiety.

Aha

It happened mid-workflow — they're writing a proposal to a new enterprise client.”

grammarlyAPP-161
4 comments

The Grammarly Professional Writer

A content writer, communications manager, or marketing professional who writes 3,000–10,000 words per week — blog posts, emails, reports, social copy. They don't need Grammarly to tell them "their vs. there." They use it for the subtle stuff: passive voice creep, sentences that technically make sense but are hard to read, tone shifts that happen when they're tired, and the comma they always second-guess. They've learned to accept some Grammarly suggestions automatically and reject others consistently. They have a relationship with the tool.

Aha

It happened mid-workflow — the writer is finishing a 2,500-word blog post.”

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.”

mazeAPP-182
4 comments

The Maze UX Research Automator

A UX researcher or product designer who uses Maze to test prototypes before they go to development. They run unmoderated usability tests where participants interact with Figma prototypes while Maze captures click paths, task success rates, and misclick patterns. They chose Maze because moderated testing doesn't scale — they can't schedule 50 individual sessions for every design decision. They need data, not opinions, and they need it in days, not weeks.

Aha

A teammate asked how they managed test prototypes with 20–100 participants without scheduling individual sessions.”

notion-aiAPP-053
6 comments

The Notion AI Knowledge Worker

A product manager, writer, or operations lead who already uses Notion as their primary workspace and added Notion AI to make their existing workflows faster. They were already in Notion 4–6 hours a day. Notion AI is not a new tool to them — it's a capability inside the tool they already trust. They use it to summarize meeting notes, draft first versions of documents, and ask questions of their existing workspace. The context is already there. The AI can work with it. This is the part that makes Notion AI different from a separate AI tool to them.

Aha

It happened mid-workflow — they've just finished a 90-minute discovery call.”

zoomAPP-120
2 comments

The Zoom Event Producer

An event coordinator, marketing ops person, or executive assistant who runs 5–20 Zoom events per month for audiences of 50–2,000 people. They're not a video producer by training but they've become one by necessity. They know how to spotlight a speaker, manage breakout rooms, and recover from someone sharing the wrong screen — all while monitoring chat for questions. They have a pre-event checklist that's 30 items long because they learned the hard way.

Aha

It happened mid-workflow — it's 5 minutes before a 500-person webinar.”

pikaAPP-198
4 comments

The Pika Video Creator

A social media manager, content creator, or marketer who uses Pika to generate short video clips for social media, ads, and content marketing. They're not a video editor — they're a marketer who needs video content faster than traditional production allows. They type descriptions and get video clips. They use image-to-video for product animations. They create motion graphics from static designs. They've learned that "good enough for social" is a valid quality bar, and Pika hits it in minutes instead of hours.

Aha

It happened mid-workflow — the social media manager needs 5 short clips for the week's content calendar.”

salesforceAPP-127
3 comments

The Salesforce Admin

A business analyst, operations manager, or former power user who became the Salesforce admin because they were the person who understood the data best. They don't write code — they build Flows, create reports, manage permissions, and configure the org to match how the business actually works. They have 3–5 Trailhead certifications and a bookmark folder of Salesforce Help articles they reference weekly. They are simultaneously the most important and most under-appreciated person in the revenue organization.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about flow Builder that's powerful but crashes on complex flows and has limited debugging in two weeks.”

ghostAPP-032
4 comments

The Ghost Independent Publisher

An independent journalist, researcher, media entrepreneur, or content organization that chose Ghost because platform ownership matters to them. They're running a publication with a membership model — free and paid tiers, regular editorial content, and a direct relationship with readers they're not willing to cede to Substack's network effects or Beehiiv's operator framing. They are technically capable enough to run Ghost on managed hosting or self-host it. This was a deliberate choice. The people who choose Ghost have thought about the alternatives more carefully than most tool decisions require.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about theme customization that requires Handlebars knowledge most writers don't have in two weeks.”

1passwordAPP-096
2 comments

The 1Password Security-Conscious Admin

An IT manager, security engineer, or technically-minded operations lead at a company of 20–500 people who adopted 1Password for Teams and now manages credential hygiene across an organization. They have strong feelings about credential sharing via Slack. They have seen what happens when a shared account has no owner and the person who knew the password leaves. They've spent time cleaning up credential sprawl left by a company that grew faster than its security practices. They run 1Password now. It is imperfect but it is dramatically better than what came before.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about vaults that grow without structure until nobody knows what's in them or who owns it in two weeks.”

docusignAPP-159
3 comments

The DocuSign Legal Operations Manager

A legal operations manager, contracts administrator, or legal team member responsible for the organization's DocuSign implementation. They manage templates, set up signing workflows, and make sure contracts go through the right approval chains. They're the person who built the NDA template, the SOW template, and the vendor agreement template. They field requests like "I need this signed by Friday" and translate them into proper DocuSign envelopes with the right fields, routing, and compliance settings. They are the API between the legal team and everyone else who needs something signed.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about template management becomes unwieldy as the library grows — versioning and deprecation are manual processes in two weeks.”

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.”

apolloAPP-194
3 comments

The Apollo Sales Development Rep

A sales development representative or outbound sales rep at a B2B company who uses Apollo as their prospecting command center. They build prospect lists from Apollo's database, enroll them in email sequences, track opens and replies, and try to book meetings. They send 50–200 outreach emails per day and know that personalization is the difference between a reply and the spam folder. They are a relationship builder working at volume, and they've developed an intuition for which prospects will respond and which won't.

Aha

The shift was quiet.”

pendoAPP-152
4 comments

The Pendo Product Manager

A product manager at a B2B SaaS company who uses Pendo as both their analytics platform and their in-app communication tool. They track feature adoption, build onboarding guides, run NPS surveys, and analyze user paths — all without filing engineering tickets. They appreciate that Pendo lets them own the user communication layer. They've become the person who says "let's add a guide for that" whenever a feature has low adoption, and they're starting to wonder if they've created guide fatigue.

Aha

It happened mid-workflow — the PM launches a new dashboard feature.”

splineAPP-179
4 comments

The Spline 3D Web Designer

A web designer or creative developer who uses Spline to add 3D to their web projects without the learning curve of Blender or Cinema 4D. They create 3D hero sections, interactive product visualizations, animated icons, and immersive landing pages. They are a designer who crossed into the third dimension. They appreciate that Spline runs in the browser, exports to the web natively, and feels like a design tool rather than a 3D modeling application. They are the person making websites feel like they have depth.

Aha

A SaaS company wants a landing page that stands out.”

linear-projectsAPP-044
3 comments

The Linear Engineering Manager

An engineering manager or head of engineering at a startup of 20–150 engineers who uses Linear at the issue level to track work and at the Projects level to communicate progress. The ICs live in issues and cycles. The EM lives in projects and the roadmap view. They're the translation layer between "what the team is building" and "what the company thinks we're building" — and Linear Projects is the interface they use to close that gap.

Aha

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

intercomAPP-040
4 comments

The Intercom Customer Success Manager

A customer success manager or support lead at a B2B SaaS company who uses Intercom as their primary customer communication layer. They handle inbound support conversations, run proactive outreach campaigns to at-risk accounts, and manage the onboarding message sequences that new users see. They know which customers are about to churn before anyone else does because they read the conversation history. They are the person who knows more about the product's real failure points than anyone in engineering.

Aha

The shift was quiet.”

webflowAPP-137
2 comments

The Webflow Design-to-Production Designer

A web designer or design agency owner who ships production websites directly from Webflow — no developer handoff, no code translation step. They think in layout, typography, and spacing, but they've also learned Webflow's class system, CMS collections, and interaction triggers. They are a designer who became a builder. They're proud that they can ship a client site in a week, but they're aware that their Webflow projects are sometimes held together with class naming conventions only they understand.

Aha

A teammate asked how they managed build responsive, pixel-perfect websites that match the design vision exactly.”

hexAPP-188
4 comments

The Hex Collaborative Data Analyst

A data analyst or analytics engineer who uses Hex because it combines everything they used to do across 3–4 separate tools into one collaborative environment. They write SQL to pull data, Python to transform it, and build visualizations and dashboards — all in the same notebook. They share their work as interactive apps that stakeholders can explore without learning SQL. They've replaced Jupyter notebooks, Mode, and Google Sheets with Hex. They are the data person who makes data accessible to people who aren't data people.

Aha

The marketing team asks: "Which campaigns drove the most pipeline last quarter?" The data analyst opens Hex, writes a SQL query to pull campaign data, joins it with pipeline data, and adds a Python cell to calculate attribution.”

splineAPP-101
3 comments

The Spline Web 3D Designer

A product designer, visual designer, or creative developer who started using Spline because they wanted 3D on their website or product and Blender was too much. They have a 2D design background — Figma is their native language. Spline felt like Figma with a Z-axis. They've built at least one thing they're proud of: a 3D hero section, an interactive product visualization, a floating element that reacts to cursor position. They use it for client work and personal projects. They consider themselves an early adopter of the idea that 3D should be accessible to product designers, not just motion designers.

Aha

They're redesigning a SaaS product's marketing homepage.”

obsidianAPP-056
5 comments

The Obsidian PKM Builder

A researcher, writer, software developer, or knowledge worker who has built their second brain in Obsidian and means it. They write in Markdown. They link notes intentionally. They have a vault structure they've iterated on at least twice. They use the graph view occasionally, for the pleasure of seeing their thinking made visible, not because it's the most useful view. They've installed 8–20 plugins. They have strong opinions about the right way to take notes, opinions that evolved over two years of using the wrong way.

Aha

A teammate asked how they managed capture ideas in a format that connects them to related ideas automatically.”

readwiseAPP-099
5 comments

The Readwise Highlight Librarian

A voracious reader — typically a knowledge worker, researcher, writer, or lifelong learner — who realized that reading without retention is expensive entertainment. They started using Readwise because they kept forgetting what they'd read. They now have 8,000–30,000 highlights across Kindle books, web articles, PDFs, and podcasts. They do the daily review. Not every day — most days. The review takes 5 minutes and resurfaces things they've completely forgotten. Occasionally a highlight resurfaces at exactly the right moment for what they're working on. This is not magic. This is why they pay for Readwise.

Aha

It happened mid-workflow — tuesday morning.”

clerkAPP-200
4 comments

The Clerk Authentication Developer

A full-stack developer at a startup who chose Clerk because building authentication from scratch — login, signup, email verification, OAuth, MFA, session management — is 2 months of work that adds zero product differentiation. They integrate Clerk's pre-built components, customize the flows, and manage users through the dashboard. They appreciate that auth "just works" but they've also hit moments where Clerk's opinionated approach conflicts with their product's specific needs. They are a developer who decided that auth is infrastructure, not a feature worth building themselves.

Aha

The developer is building a new SaaS product.”

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.”

pikaAPP-060
6 comments

The Pika AI Video Creator

A content creator, marketing director, or creative professional who has integrated AI video generation into their content workflow. They use Pika to turn static concepts, images, and text prompts into short video clips for social media, ads, and marketing presentations. They are not video producers. They don't have a camera setup, a motion designer on staff, or the budget for a production house for every asset. They have prompts and a process. They're producing things that didn't exist two years ago from a budget that hasn't changed.

Aha

A teammate asked how they managed produce motion content for social and marketing without a video production budget.”

midjourneyAPP-049
2 comments

The Midjourney Creative Director

A creative director, art director, or senior designer who adopted Midjourney after realizing it was changing their concept phase. They use it to generate reference material, explore visual directions, and produce images that would previously have required a stock license, a photographer, or a two-week illustration commission. They have strong prompt craft. They know what they're doing. They also know the tool's failure modes and work around them. They do not use it to replace their judgment — they use it to accelerate the point at which judgment can be applied.

Aha

It happened mid-workflow — a campaign needs 12 concept images for a client presentation in two days.”

mazeAPP-100
5 comments

The Maze Unmoderated Research Lead

A UX researcher or product designer at a company where research is valued but researcher time is scarce. They use Maze to run tests they can't run fast enough with moderated sessions. They design the test, connect the Figma prototype, send the link, and come back to results in 24–72 hours. They know unmoderated testing misses the nuance of moderated sessions. They also know that running 8 moderated sessions takes 2 weeks of scheduling and 2 days of synthesis. Maze takes 2 hours to set up and 1 hour to analyze. They're using the right tool for the question.

Aha

A teammate asked how they managed get directional usability signal fast enough to influence a design decision.”

sanityAPP-073
4 comments

The Sanity Developer-Content Team

A developer who chose Sanity for a project that needed a content infrastructure serious enough to model complex relationships and flexible enough to be customized for a non-developer content team. They built the schema. They configured the Studio. They wrote the GROQ queries. The content team uses what they built every day. The developer's relationship with Sanity is: maintenance, evolution, and occasional deep satisfaction when the content model they designed months ago handles a new requirement gracefully.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about schema changes that require migration scripts for existing content — the cost in two weeks.”

whimsicalAPP-105
4 comments

The Whimsical Fast Diagrammer

A product manager, designer, or engineer who uses Whimsical for the work that happens before the work — user flows, information architecture diagrams, quick wireframes, system diagrams. They chose Whimsical over Figma for this because Figma requires too much setup for a sketch. They chose it over Miro because they need structure, not freeform. They chose it over Lucidchart because Lucidchart is too heavy for what they're doing. Whimsical is the tool for the thinking phase. It is rarely the final deliverable. It is always the thinking that produces the final deliverable.

Aha

A teammate asked how they managed get a flow or wireframe out of their head and onto a shareable canvas in under 15 minutes.”

mondayAPP-139
4 comments

The Monday.com Team Lead

A team lead or department manager at a 30–200 person company who chose Monday.com because it looked simple enough that their team would actually use it. They set up the boards, configured the automations, and built the views. Now they spend 20 minutes every morning making sure the board reflects reality. They are the bridge between the team's actual work and the executive's need for status updates. They don't love project management tools, but they love knowing where things stand.

Aha

It happened mid-workflow — the team lead sets up a sprint board with automations: when a task moves to "In Review," it notifies the reviewer and updates the deadline.”

whimsicalAPP-177
4 comments

The Whimsical Product Thinker

A product manager, designer, or architect who uses Whimsical when they need to think visually but don't need pixel-perfect precision. They create flowcharts to map user journeys, wireframes to sketch interfaces, and mind maps to explore problem spaces — all in the time it would take to set up an artboard in Figma. They value speed over fidelity. They are the person who brings a Whimsical link to a meeting and says "here's what I'm thinking" before anyone else has a concrete proposal.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about there's a ceiling — when wireframes need more detail, the transition to Figma requires starting over in two weeks.”

segmentAPP-153
3 comments

The Segment Data Architect

A data engineer or analytics engineer who manages Segment as the central event routing layer. Every product event — page views, clicks, purchases, signups — flows through their Segment workspace before reaching the data warehouse, analytics tools, and marketing platforms. They are the plumber of the data stack. Nobody thanks them when data flows correctly, but everyone notices when it doesn't. They think in events, properties, and destinations. They've learned that the hardest part of data infrastructure isn't moving data — it's keeping it clean.

Aha

The shift was quiet.”

prismaAPP-151
4 comments

The Prisma ORM Developer

A TypeScript or Node.js backend developer who uses Prisma as their ORM. They chose it because the type safety and auto-generated client make database interactions feel like writing TypeScript, not SQL. They've come to depend on the schema-first workflow — define the schema, generate the client, write queries with full autocomplete. But they've also hit the wall where the ORM can't express what they need, and they have to drop down to raw SQL with a guilty feeling, like they're breaking the abstraction.

Aha

The developer is building a leaderboard feature that requires ranking users by score within time windows, with pagination.”

midjourneyAPP-172
3 comments

The Midjourney Visual Creator

A creative professional — designer, art director, marketer, or content creator — who has integrated Midjourney into their production workflow. They don't generate random images for fun; they craft prompts with precision to produce specific visual outcomes: hero images for landing pages, mood boards for brand development, concept art for product pitches, and social media visuals. They've developed a prompt vocabulary that gets consistent results. They understand that AI art isn't "pushing a button" — it's iterating, refining, and curating from dozens of generations.

Aha

Not a single dramatic moment — more like a Tuesday at 3pm when they realized they hadn't thought about consistent brand characters and specific product representations are still unreliable in two weeks.”

makeAPP-169
4 comments

The Make Integration Architect

An automation specialist, operations engineer, or technical ops manager who builds complex workflows in Make because Zapier wasn't enough. They connect 10–30 tools with branching logic, iterators, aggregators, error handlers, and data transformations. They build automations that look like flowcharts, not if-then rules. They've learned Make's visual interface deeply — routers, filters, webhooks, custom HTTP modules. They are the person who automates what everyone else does manually, and they take quiet pride in systems that run for months without intervention.

Aha

A teammate asked how they managed build multi-step automations with branching logic that handles different cases (approval/rejection, success/failure).”

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