screenroveAI dashboard design: the prompt box is the new home screen
AI dashboard design, counted: 95 of 262 SaaS dashboards open on a prompt box. The question headline, shortcut row, credit meter and where charts still win.
In our dashboards library, 95 of 262 screens open on an AI prompt box instead of widgets, and 37 of the 93 products we captured show one somewhere on their home. That is the clearest shift in AI dashboard design right now: the first thing many SaaS products show a signed-in user is not a chart, a feed or a list of projects, but a question and a text field.
The pattern has a fixed anatomy: a question as the headline, a wide input, a row of shortcuts underneath, and usually a credit meter near the box. Below we take each part apart and look at what a classic data dashboard still does better.
Where the AI dashboard design pattern took over
The prompt box is not spread evenly. In some categories it is every screen we have; in others it barely appears. Counting screens in the feed with the AI prompt attribute (see all 95):
| Category | Screens with a prompt | Products with a prompt |
|---|---|---|
| Video & audio | 12 of 12 | 3 of 3 |
| AI app builders | 8 of 8 | 2 of 2 |
| AI tools | 16 of 22 | 6 of 8 |
| Automation | 4 of 6 | 2 of 2 |
| Forms & surveys | 8 of 11 | 3 of 5 |
| No-code & internal tools | 12 of 21 | 4 of 9 |
| Analytics & research | 6 of 17 | 3 of 6 |
| Design & creative | 8 of 26 | 5 of 10 |
| Whiteboards & diagrams | 8 of 27 | 2 of 7 |
| Developer tools | 9 of 46 | 4 of 16 |
| Project, docs, productivity | 4 of 42 | 3 of 15 |
| Commerce, CRM, consumer, other | 0 of 24 | 0 of 10 |
Products that generate things (video, apps, images, automations, forms) went furthest: Bolt, Lovable, Descript, Kapwing, VEED, Runway, ElevenLabs, Zapier, Make, Fillout, Retool, Softr and ToolJet all lead with the box. But analytics did not stay out either. Amplitude, Mixpanel, PostHog and Deepnote all put a prompt on the home, which is a bigger statement than a video editor doing it, because their old home was the chart.
Amplitude is the purest case. Its home is a single question, "What do you want to know?", over an input reading "Analyze, build, or type / for commands" and two suggested questions, each tagged with the dashboard it would draw from ("Quarterly Subscription Growth Dashboard", "Business KPIs"). Nothing else is on the page.
Note the escape hatch at the bottom: "Switch to classic home". Amplitude replaced the dashboard but kept the old one a click away, an admission that some users arrive wanting the numbers, not a conversation.
The question is the headline
18 of the 37 products with a prompt set a question as the page headline. The verbs tell you what each product thinks you came for:
- Build: Bolt "What will you build today?", ToolJet "What do you want to build today?", Lovable "Ready to build, Screenrove?", Deepnote "What should we build next?". Mixpanel puts "What should we build today?" directly under its welcome.
- Create: ElevenLabs "What would you like to create?", Fillout "What do you want to create?", Runway "What will you create today?", Kapwing "What are you creating today?".
- Know: Amplitude "What do you want to know?" stands almost alone. Only one product in the set asks the user what they want to learn rather than make.
- Help: Descript "What can I help you with?" and PostHog's placeholder "What can I help you with?" frame the product as an assistant, not a tool.
"Today" shows up a lot (Bolt, ToolJet, Runway, Kapwing, Postman), which makes a static home feel like a daily check-in. Products without a question mostly used an imperative: Gamma "Let’s make something great", Softr "Build something amazing today" with "What would you like to build?" moved into the placeholder.
The name goes inside the question
AI-prompt homes greet the user far more often than other dashboards: 34 of the 95 prompt screens carry a personal greeting, against 23 of the other 167 (36% vs 14%; filter both). And rather than a separate "Welcome back" line, several products fold the name into the question itself: Lovable "Ready to build, Screenrove?", Make "Hi Screenrove, what are we automating?", Deepnote "Hey, Screenrove. What should we build next?", Prezi "What idea comes first, Screenrove?" with the name alone in a pink-to-orange gradient (see it).
Postman goes furthest, opening with the account name: "how would you like to use Postman today?" sits over a chat card where the agent speaks first ("Tell me what you're working on and I'll help you get started with Postman"). The input is labelled "Tell us what you want to build..." and the button reads "Let's Go". One sentence does the greeting, the onboarding question and the call to action.
The shortcut row under the box
An empty text field is intimidating, so almost every prompt home puts a row of starters directly beneath it. They come in three kinds:
- Output types: Bolt's four tiles (Website, Slides, App, Prototype) plus "or start from Figma, GitHub, Team template"; Gamma's six chips from Presentation to Import; Softr's five cards (Application, Database, Workflow, Agent, Form).
- Whole tasks: Descript's pills read like briefs, not features.
- Product areas: PostHog lays nine chips under its box (Analytics, SQL, Session replay through Code), and ElevenLabs ten icon tiles from Speech to More. Here the shortcut row is really the old navigation, moved under the prompt.
The best rows teach the box rather than replace it. PostHog builds its "Ask PostHog AI" suggestions from the account's own work ("Find anomalies" on the project we had just created). Mixpanel pre-fills the input with "Help me track my first events". Amplitude's two suggestions name real dashboards. A generic chip says what the product can do; a specific one shows what you could ask.
Credit meters sit next to the box
A prompt costs money to run, and the products show it close to where you type. Descript keeps a pill in the header reading 92 credits and 60m beside Upgrade (see it); Gamma puts a sparkle and 378 next to "New from blank" (see it); Lovable's workspace menu shows "Credits 10 left" with "Daily credits reset at midnight UTC" (see it). Softr's sidebar has an "Earn AI credits" block with a "Daily challenge 0/3".
Runway puts the bad news on the prompt itself: "You've run out of credits. Upgrade to keep creating with Runway.", above "Type your thoughts...". Blunt, but the user learns the limit before typing a paragraph, not after.
Some prompts point away from themselves
A newer twist: the home prompt now advertises other agents. ToolJet puts "OR USE TOOLJET WITH YOUR CODING AGENT" under its own box. Make offers "Build and run scenarios from Claude or ChatGPT" through Make MCP as a start-from-scratch card (see it); Zapier lists MCP as one of five "Start from scratch" cards; Runway adds a "Try MCP" chip to its shortcut row; Retool's side panel promotes Retool CLI for building "with your coding agent".
What a classic data dashboard still does better
The prompt home wins on first run, when there is nothing to show yet: 48 of the 95 prompt screens are first-run or empty states. It loses once there is data. Only 3 of the 95 prompt screens show any chart, while 33 of the 36 analytics-type dashboards do, and just 2 of those 36 carry a prompt.
What the chart does that the box cannot: it answers the question you did not think to ask. Mixpanel's demo board puts MRR as a bare "9.28M" beside a bar trend and a growth line (see it); Amplitude's own sample home shows "4.18k" daily active users with a red "7.25%" drop (see it). A drop like that is noticed at a glance. Behind a prompt, someone has to suspect it first and then phrase the question.
Make shows the hybrid that keeps both: a single-line "What are we automating today?" box at the top, then credits left, usage reset in 32 days, active scenarios and a 30-day usage chart. Grafana does the same with an AI prompt between "Good morning." and its "Jump back in" and alerts panels, and PostHog keeps Pinned dashboards and Recents beside its suggestions.
What to steal
- Ask one question with one verb. "Build", "create", "automate" or "know". Pick the job, and let the headline say it.
- Fold the name into the question, not into a separate welcome line. One sentence, one job.
- Make the starters specific. Pre-fill the input or build suggestions from the user's own projects, as Mixpanel and PostHog do, instead of listing features.
- Put the credit state on the box. If the next prompt will fail, say so before the user types, like Runway.
- Keep a way back to the numbers. Amplitude's "Switch to classic home" and Make's stats under the prompt are cheap insurance for returning users who want status, not conversation.
- Expect the prompt to be bypassed. If your users live in a coding agent, an MCP card under the box may get more use than the box.
How we counted
We captured these dashboards in desktop browsers with research accounts in September and October 2026, mostly on first sign-up, so many are free-plan or trial states with little data. A vision model recorded each screen's attributes (prompt box, greeting, chart, checklist), and every attribute can be checked on the screen's own page. Counts are per screenshot, so a product with several captures counts more than once in the screen column; that is why we also give product counts. We record what we saw, not A/B results, so nothing here says which home converts better.
To pull references like these into your own work, connect the Screenrove MCP server and ask your agent for "dashboards with an AI prompt box and a credit meter".