Make inclusion part of every digital decision

A bridge between accessibility testing and human insight. Pressure-test digital experiences through different accessibility lenses with research-informed AI personas.

Collectivally reviews real user tasks like finding products, booking trips, or applying for services, against eight persona perspectives.
Eight persona avatars travel through the corridors of a maze representing a website. Four periodically arrive at dead ends where a barrier label reveals the technical issue blocking them: Aisha at an image with no alt text, Marcus at a hover-only menu, Sofia at a video with no captions, and Michael at an 8-pixel-wide tap target.

A preview of a Collectivally report

Task not confirmed as completed

Screen reader and keyboard users can't choose a seat: the seat map is an image, and the date picker traps focus on the way there.

Task: “Find a train from Leeds to London King's Cross for next Friday morning, choose a seat and get to payment”

northlinerail.co.uk

Five personas tried to book Leeds to King's Cross. Two couldn't finish, and three got there with workarounds. The journey planner form and fare summary are strong foundations.

This report is AI-generated from automated testing and may contain inaccuracies.

Barriers72 critical · 3 serious · 2 moderate
Concerns2need testing with real people
Strengths5

In their words

  • Aisha

    Output · Screen reader

    “I got all the way to the seat map and hit a wall. It's a picture with no words, so I couldn't pick a seat or carry on.”
  • Hannah

    Input · Keyboard only

    “The date picker kept swallowing my Tab key. I found the train eventually, but I never knew where my focus had gone.”
  • Marcus

    Input · Voice control

    “Saying 'click Continue' did nothing, because the button is labelled 'Next step' underneath. I had to fall back to mouse grid.”
  • Priya

    Understanding · Calm and predictable

    “A countdown popped up saying my fares would expire in 4 minutes. After that I was rushing and second-guessing everything.”
  • Sofia

    Output · Captions and BSL

    “The booking itself was fine. But the video explaining seat reservations had no captions, so I just guessed.”

1 barrier and 2 concerns need testing with real people.

Automated checks can't settle these. We'll tell you how to test them with people who use assistive technology.

Fix these first

  1. critical

    Date picker traps keyboard focus

    Keyboard users get stuck in the calendar and can't reach the search button.

    Hannah, AishaWCAG 2.1.2
  2. critical

    Seat map is an image with no text alternative

    Blind passengers can't reserve a seat, so they can't complete the booking.

    AishaWCAG 1.1.1
  3. serious

    "Next step" button is named "Continue" for voice control

    Saying what's on screen doesn't work, so voice users fall back to slow grid commands.

    MarcusWCAG 2.5.3

7 barriers

  • Date picker traps keyboard focus

    Hannah, Aisha · WCAG 2.1.2

    critical
  • Seat map is an image with no text alternative

    Aisha · WCAG 1.1.1

    critical
  • "Next step" button is named "Continue" for voice control

    Marcus · WCAG 2.5.3

    serious
  • Fare expiry countdown can't be extended

    Priya · WCAG 2.2.1

    serious
  • Focus is invisible on fare cards

    Hannah · WCAG 2.4.7

    serious
  • Seat reservation video has no captions

    Sofia · WCAG 1.2.2

    moderate
  • Railcard selector doesn't announce the chosen option

    Aisha · WCAG 4.1.2

    moderate

2 concerns

Automated checks can't confirm these, so they need testing with real people
  • Journey times shown only in a dense table

    Priya found the results table hard to scan. Whether a simpler card view helps needs testing with real people.

    Priya

  • "Off-peak" isn't explained

    Sofia and Priya weren't sure what off-peak meant for their trip.

    Sofia, Priya

5 strengths

  • Journey planner form is well labelled

    Every field says what it's for, and errors say how to fix them.

    Aisha, Hannah

  • Skip link to main content

    Keyboard users can jump straight past the header.

    Hannah

  • Large tap targets on fare cards

    Easy to hit with voice grid or limited dexterity.

    Marcus

  • Plain, calm fare summary

    The price breakdown is short and clear.

    Priya

  • Booking works without audio

    Nothing in the core flow depends on sound.

    Sofia

In their words

Aisha Output · Screen reader

I filled in the whole form correctly but couldn't submit it, and I had no idea why. The error appeared visually but my screen reader never announced it.

Personas are research-informed perspectives, built around patterns of functional needs.

Meet the personas

The missing piece in your accessibility toolkit

Automated tools find broken code. Inclusive research finds broken experiences. Collectivally sits between the two, helping your team pressure-test experiences through different lenses at the speed you work, so you arrive at research with real people with clearer questions and fewer assumptions.

How it works

From URL to insight, in minutes

  1. Enter your website

    Paste in the URL of any live website or digital journey you want to explore. No setup, no installation, no waiting.

  2. Choose your personas

    Select the personas you want to explore. Each represents a different pattern of functional needs, informed by the Functional Performance Criteria of the European Accessibility Act and nearly a decade of inclusive research with disabled and neurodivergent people. They're built to challenge thinking, not to represent individual people.

  3. Define a task

    Give the journey a purpose. Not just “visit the homepage” but “find a course that fits your goals and work out how to apply.” Real tasks help surface the barriers that matter.

  4. Get your report

    Within seconds, you'll see where the journey works, where the opportunities to improve are and why. Practical, prioritised and informed by inclusive research, with clear questions to take to real people when you need to go deeper.

The Personas

Perspectives informed by inclusive research

Collectivally's eight AI personas represent different patterns of functional needs. They're informed by the Functional Performance Criteria of the European Accessibility Act and nearly a decade of inclusive research with disabled and neurodivergent people through Web Usability. Contributors are paid for their expertise and the research continues to grow.

Daniel Output · Magnification

“I zoomed in to 400% and half the page disappeared. The buttons shifted off-screen and there was no way to scroll across to reach them.”

  • Limited vision
  • Colour perception
  • Magnification
Sofia Output · Captions and BSL

“The instructional video had no captions. I gave up trying to follow what I was supposed to do and abandoned the booking.”

  • Without hearing
  • BSL
  • Captions
Marcus Input · Voice control

“The whole menu only opened on hover. My voice software couldn't trigger it, so I couldn't get past the first screen.”

  • Limited manipulation
  • Voice control
  • Reduced strength
Hannah Input · Keyboard only

“I tabbed through every element on the page and couldn't see where my focus was. By the time I'd worked it out, I'd lost my place entirely.”

  • Limited manipulation
  • Keyboard
  • Focus
Lewis Understanding · Plain language

“The instructions ran for nine dense paragraphs before telling me what I actually needed to do. I lost the thread before the first step.”

  • Cognitive processing
  • Attention
  • Text-to-speech
Priya Understanding · Calm and predictable

“The form started beautifully calm and predictable, then hit a silent, unexplained dead end that made the whole task impossible.”

  • Sensory processing
  • Reduced motion
  • Predictability
Michael Input · Low effort

“The tap targets were tiny and the page kept timing me out. By the third try I gave up and called the helpline.”

  • Limited vision
  • Limited hearing
  • Limited dexterity
  • Fatigue

Why Collectivally

Informed by inclusive research, designed for every team

01

Informed by inclusive research and functional accessibility outcomes

Our personas are informed by qualitative research with disabled and neurodivergent people and built around recognised functional accessibility outcomes. The questions they raise come from patterns seen in real research, not scraped data or educated guesses.

8 patterns of functional needs, informed by nearly a decade of inclusive research with Web Usability
02

Accessible to every team

Solo designer, content team, or enterprise digital function: Collectivally is designed to fit how you work. Tiered pricing, no specialist knowledge needed.

03

Built for better questions

Accessibility is rarely improved by finding perfect answers. It improves when teams ask better questions, earlier in the design process. Collectivally exists to help organisations challenge assumptions before those assumptions become barriers.

“By transforming years of research and testimonials into AI personas accessible to all product teams, Collectivally brings the voice of disabled people into every digital decision.”

Marion Ranvier, Executive Director, Contentsquare Foundation

Winner, Contentsquare Accessibility Innovation Fund 2025. Judged by panels including eBay, Skyscanner and the Accor Hotel Group.

Read the press release (opens in a new tab)

Ready to pressure-test your next journey?

Collectivally is designed for teams who want to go further. Who want to build digital services that genuinely work for the people who rely on them, not just services that pass a test.

Start exploring today. Curiosity is the only thing you need to bring.

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We write about accessibility, inclusive research, and the thinking behind Collectivally. If that sounds useful, we'd love to stay in touch.