What kind of prompts work best for AI Dashboard Creation?

Prompts that include a business objective, the channels involved, key metrics, and desired breakdowns such as campaign, geo, or device produce the most accurate dashboards.

Can I customize an AI-generated dashboard after it's created?

Yes. The generated dashboard is fully editable, including widgets, charts, layouts, filters, date ranges, and the metrics or sections included.

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Q: Can I set filters and date ranges through the AI Dashboard Creation prompt?

No. Dynamic filters and flexible date ranges are not set through the prompt. The dashboard's own date filter governs the time window after the dashboard is built.

Q: Can AI-generated dashboards be used for client-facing reports?

Yes. The dashboards are designed to be visually clean, structured, and easy to interpret, suitable for both internal teams and client presentations.

Stop building dashboards one widget at a time. AI Dashboard Creation reads your prompt, selects the right metrics across your connected channels, chooses the right visualizations, and organizes everything into a structured, ready-to-use dashboard.

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One prompt. Full dashboard. AI structures every section Built from your live data

Marketing Performance — All Channels

Generated

The old way

Building a dashboard from scratch takes too long.

Before AI Dashboard Creation, standing up a new client or executive dashboard meant building each widget individually: picking a data source, selecting metrics, choosing a chart type, and arranging the layout, then repeating that process for every section a report needs.

Now you describe the dashboard you want. The AI structures the whole thing at once, using your real, connected data.

Before

Plan out sections and layout

Build each widget, one by one

Select data source per widget

Pick chart types manually

Arrange, preview, tweak, repeat

45+ minutes per dashboard

After

Describe the dashboard you want

AI structures sections and builds every widget

Review, refine, and share

Under 2 minutes

What the AI handles for you

A good dashboard prompt carries more information than it looks like: a business objective, a set of channels, key metrics, and how you want the data broken down. Dashboard Creation extracts all of it and turns it into a fully structured dashboard.

🗂️

Section structuring

The AI organizes your dashboard into meaningful sections, such as Executive Summary, Channel Performance, Campaign Breakdown, and Geo/Device Analysis, based on what you asked for.

🔌

Multi-channel data mapping

It identifies the connected data sources that match your prompt, whether that's Google Ads, Facebook Ads, LinkedIn Ads, Google Analytics, or any other integration in your account.

📊

Chart type selection

Each widget gets the visualization that fits it best: line charts for trends over time, bar charts for comparisons, pie charts for distribution, and tables for detailed breakdowns.

⚙️

Live dashboard rendering

Once the structure and data are mapped, the AI renders every widget with your live campaign performance, so the full dashboard is ready to review immediately.

Why this changes how your team reports

Standing up a new dashboard has always been a heavier lift than it should be, slowing down analysts, gating non-technical users, and pushing client reporting requests onto someone else's plate.

For analysts & dashboard builders

✓

Skip the blank canvas. Start from a fully structured dashboard instead of building every section from zero.

✓

Stand up new client dashboards fast. Onboard a new account or channel in minutes, not an afternoon.

✓

Refine instead of assemble. The generated dashboard is fully editable, so your time goes toward polish, not setup.

For account managers & executives

✓

Client-ready reporting, on demand. Generate a clean, structured dashboard for a client presentation without waiting on an analyst.

✓

No technical knowledge needed. Describe the business objective and the AI translates it into the right sections and metrics.

The compounding effect

🕒

Less time on setup

Every dashboard that no longer needs to be built widget by widget frees up time for the analysis clients actually pay for.

🔄

Faster client onboarding

New accounts and new channels get a working dashboard on day one instead of waiting on a build queue.

📈

More consistent reporting

A repeatable, structured build process means every client dashboard follows the same clean, professional standard.

Built to get you to a working dashboard fast

AI Dashboard Creation handles the structure and setup automatically. For anything beyond the initial build, the standard dashboard editor is right there.

🛠️

AI builds this for you

Automatically, from your prompt

✓

Section structure — organizes widgets into meaningful groups like Executive Summary, Channel Performance, and Campaign Analysis.

✓

Data source identification — scans your connected integrations and pulls in the channels your prompt references.

✓

Chart type selection per widget — applies the right visualization to every metric, following reporting best practices.

✓

Live rendering — the full dashboard appears with your real campaign data, ready to review.

then

⚙️

You can add after

Using the standard dashboard editor

Filters & date ranges — the dashboard's own date filter and drill-down controls govern the time window; apply them once at the dashboard level.

Widgets & sections — add, remove, or rearrange widgets and sections to match your exact reporting needs.

Visual polish — refine layouts, colors, and formatting, or extend the report using Report Studio and export options.

Try asking something like this

The more context a prompt includes, business objective, channels, key metrics, and desired breakdowns, the more accurate the generated dashboard will be.

Executive Dashboard

"Create an executive-ready marketing dashboard that consolidates Google Ads, Facebook Ads, and LinkedIn Ads, and highlights Impressions, Clicks, CTR, Conversions, CPA, ROAS, and Spend vs. the previous period."

AI maps to: Multi-channel KPI summary · comparison vs. prior period

Structured Sections

"Structure the dashboard into Executive Summary, Channel Performance, Campaign Breakdown (top/bottom performers), and Geo/Device analysis, using a mix of charts and data grids."

AI maps to: Line, bar, pie, and grid widgets grouped by section

Traffic Analysis

"Create a data grid showing organic vs. non-organic page visits by day for the last 30 days."

AI maps to: Google Analytics · Sessions · Channel Grouping · daily trend

Traffic Analysis

"Show top landing pages by sessions, split organic vs. paid."

AI maps to: Landing Page · Sessions · Channel Grouping · sorted descending

Keyword Insights

"Give me a pie chart of the top 10 keywords by clicks for the last 30 days."

AI maps to: Keyword · Clicks · top 10 · distribution view

Keyword Insights

"Show top search terms with high spend but low conversions."

AI maps to: Search Term · Spend · Conversions · sorted by spend

Best results come from prompts that name a business objective, the channels involved, and the key metrics you care about. Date ranges are governed by the dashboard's own date filter, not the prompt.

For everyone who needs a dashboard but doesn't want to build one

AI Dashboard Creation puts full report building in reach for anyone on the team, and produces dashboards clean enough for client-facing presentations from the first draft.

📊

Marketing Analysts

Stand up a new dashboard structure in minutes instead of building it widget by widget. Spend your time refining, not assembling.

Faster builds

🤝

Account Managers & Agencies

Generate a client-facing dashboard on the spot. Visually clean and structured enough to present without extra polish.

Client-ready reports

⚙️

Marketing Operations

Reduce the backlog of dashboard build requests. When other team members can generate their own, operations can focus on what matters.

Fewer build requests

📋

Executives & Strategists

Get a full, structured view of performance without routing a build request. Describe the objective and get the report.

True self-service

AI Dashboard Creation: frequently asked questions

Straight answers about how AI Dashboard Creation works, what it builds, and what still needs a human touch.

What is AI Dashboard Creation?+

AI Dashboard Creation automatically builds a fully structured dashboard based on a simple prompt or description. It selects relevant metrics, applies appropriate visualizations, and organizes widgets into meaningful sections like Campaign Summary, Channel Performance, and Campaign Analysis.

What kind of prompts work best?+

Prompts that include a business objective (performance tracking, executive reporting), the channels involved (Google Ads, Facebook, etc.), key metrics (CTR, Conversions, ROAS, etc.), and desired breakdowns (campaign, geo, device). The more context you provide, the more accurate and useful the dashboard will be.

Can I customize the dashboard after it's created?+

Yes. The generated dashboard is fully editable.

Modify widgets, charts, and layouts
Adjust filters and date ranges
Add or remove metrics or sections
Refine visuals to match your reporting needs

Does the AI use my actual data?+

Yes. The dashboard is built using your connected data sources and reflects real campaign performance. If data is missing or incomplete, some widgets may show limited or no data.

How does the AI decide which charts to use?+

The AI selects visualizations based on reporting best practices: line charts for trends over time, bar charts for comparisons, pie charts for distribution, and tables for detailed breakdowns.

Can I control filters and date ranges through the prompt?+

No. Dynamic filters (Campaign, Channel, Geo) and flexible date ranges like Last 7 Days, MTD, or custom ranges aren't set through the prompt. The dashboard's own date filter governs the time window after the dashboard is built.

What happens if my data has gaps or zero values?+

The AI handles edge cases gracefully. Widgets may still render with partial data, and zero or missing values are displayed clearly rather than being hidden.

Are AI-generated insights included?+

Not yet. AI-generated insights, such as automatic anomaly detection or narrative summaries, are on the roadmap but not part of the current release.

Can I use this for client-facing reports?+

Absolutely. The dashboards are designed to be visually clean, structured, and easy to interpret, suitable for both internal teams and client presentations. You can further enhance them using Report Studio or export features.

What are the current limitations?+

Quality depends on prompt clarity. Some advanced customizations may still require manual edits, insights may not always capture the full business context, and performance may vary with very large or complex datasets.

Ready to stop building dashboards by hand?

AI Dashboard Creation is available now inside TapClicks. Describe the dashboard you want, and it will build it.

Learn More Book a Demo

Build a full dashboard.
Just describe
what you need.

Building a dashboard from scratch takes too long.

What the AI handles for you

Section structuring

Multi-channel data mapping

Chart type selection

Live dashboard rendering

Why this changes how your team reports

Built to get you to a working dashboard fast

Try asking something like this

For everyone who needs a dashboard but doesn't want to build one

Marketing Analysts

Account Managers & Agencies

Marketing Operations

Executives & Strategists

AI Dashboard Creation: frequently asked questions

Ready to stop building dashboards by hand?

Platform

Solutions

Resources

Company

Build a full dashboard.Just describewhat you need.

Building a dashboard from scratch takes too long.

What the AI handles for you

Section structuring

Multi-channel data mapping

Chart type selection

Live dashboard rendering

Why this changes how your team reports

Built to get you to a working dashboard fast

Try asking something like this

For everyone who needs a dashboard but doesn't want to build one

Marketing Analysts

Account Managers & Agencies

Marketing Operations

Executives & Strategists

AI Dashboard Creation: frequently asked questions

Ready to stop building dashboards by hand?

Platform

Solutions

Resources

Company

Build a full dashboard.
Just describe
what you need.