CommunityBeginnerFree during launch

Creator Analytics Dashboard

A creator dashboard for views, subscribers, engagement, and content ranking.

40 minHTML / Tailwind / Chart.jsCreator

Recipe Workspace

Preview the layout, understand the KPIs, copy the starter

Review the dashboard at a practical desktop ratio first, then use the KPI rationale, code starter, and AI IDE prompt below.

Live Recipe Preview

Creator Analytics Dashboard

A creator dashboard for views, subscribers, engagement, and content ranking.

Free launch recipeOpen live view

Live Recipe

Creator Analytics Dashboard

A creator dashboard for views, subscribers, engagement, and content ranking.

Overview · Free launch recipe

Minimal appcompacttopbarclean cardsprogress rosterranked list

Views

18,420+8.2%

Subscribers

34.8%+2.1%p

Engagement

$84.2K+12.4%

Content ranking

ReadyTracked

Views trend

Chart.js

Progress Roster

ApexCharts

Views

Sample data

18,420

Subscribers

Sample data

34.8%

Engagement

Sample data

$84.2K

Watch List

ViewsWatch

SubscribersWatch

EngagementWatch

Detail Table

Views

Sample data

18,420

상태

Subscribers

Sample data

34.8%

상태

Engagement

Sample data

$84.2K

상태

Top

Four KPI cards

Middle

Primary trend and segment view

Bottom

Priority table and alerts

KPI Ingredients

Views

Views belongs in the primary row when an owner can act on it this week.

Alternative KPI: Views segment

Subscribers

Subscribers belongs in the primary row when an owner can act on it this week.

Alternative KPI: Subscribers segment

Engagement

Engagement belongs in the primary row when an owner can act on it this week.

Alternative KPI: Engagement segment

Content ranking

Content ranking belongs in the primary row when an owner can act on it this week.

Alternative KPI: Content ranking segment

Code Starter

Copy component starter

const metrics = [
  { label: "Views", value: "18,420", change: "+8.2%" },
  { label: "Subscribers", value: "34.8%", change: "+2.1%p" },
  { label: "Engagement", value: "$84.2K", change: "+12.4%" }
];

export function CreatorAnalyticsDashboardPreviewCards() {
  return <section className="grid gap-3 md:grid-cols-3">{metrics.map((metric) => <article key={metric.label} className="rounded-xl border border-zinc-200 bg-white p-4"><p className="text-xs font-bold text-zinc-500">{metric.label}</p><strong className="mt-1 block text-2xl font-black">{metric.value}</strong><span className="text-xs font-black text-emerald-600">{metric.change}</span></article>)}</section>;
}

AI IDE Prompt

Paste into your AI IDE

Create a Creator Analytics Dashboard. Put KPI cards for Views, Subscribers, Engagement, Content ranking, trend and segment charts, a priority table, and empty/loading/error states.

Decision System

Why this dashboard should exist before it is designed

AdSense-quality pages need original explanation, not only screenshots. This section documents the decision, data model, failure patterns, and implementation alternatives.

Operating decision

Creator Analytics Dashboard answers this operating question: Which content creates subscriptions and engagement, not just views?. The primary row is not a vanity summary; it decides what an owner should do this week.

The recipe is designed for Creator, Early product builders who need to choose data definitions, chart priority, and bottom-row actions quickly.

Data sources and event definitions

Content analytics, subscribers, engagement

Before implementation, define event names, owner, refresh cadence, and missing-data behavior for each source.

Required KPIs and removal rules

Views

Views belongs in the primary row when an owner can act on it this week.

Alternative or removal signal: Views segment

Subscribers

Subscribers belongs in the primary row when an owner can act on it this week.

Alternative or removal signal: Subscribers segment

Engagement

Engagement belongs in the primary row when an owner can act on it this week.

Alternative or removal signal: Engagement segment

Content ranking

Content ranking belongs in the primary row when an owner can act on it this week.

Alternative or removal signal: Content ranking segment

Common failure patterns

Treat isolated movement in Views as a signal to inspect data definitions or operating bottlenecks.

Treat isolated movement in Subscribers as a signal to inspect data definitions or operating bottlenecks.

Treat isolated movement in Engagement as a signal to inspect data definitions or operating bottlenecks.

Treat isolated movement in Content ranking as a signal to inspect data definitions or operating bottlenecks.

Alternative layout

For an MVP, keep Four KPI cards. As data matures, expand Primary trend and segment view into segment comparison or cohort analysis.

Implementation Blueprint

KPI audit protocol before implementation

Use this table before designing the UI. Without a formula, review cadence, and action trigger, a dashboard can look polished but still fail to support an operating meeting.

KPIFormulaReview cadenceAction trigger

Views

Views = source event aggregate / comparison baseline. Start segmentation by Views segment.

Daily morning

If Views moves more than 10% week over week, inspect the causal segment and action table together.

Subscribers

Subscribers = source event aggregate / comparison baseline. Start segmentation by Subscribers segment.

Weekly review

If Subscribers moves more than 10% week over week, inspect the causal segment and action table together.

Engagement

Engagement = source event aggregate / comparison baseline. Start segmentation by Engagement segment.

After campaign end

If Engagement moves more than 10% week over week, inspect the causal segment and action table together.

Content ranking

Content ranking = source event aggregate / comparison baseline. Start segmentation by Content ranking segment.

Monthly report

If Content ranking moves more than 10% week over week, inspect the causal segment and action table together.

Event and table starter

When starting from an AI IDE, lock event and table names first. It makes generated components and queries much more consistent.

creator_analytics.viewed

Source event for Views. Keep owner, occurred_at, segment_key, value, and source_system as baseline fields.

creator_analytics.converted

Source event for Subscribers. Keep owner, occurred_at, segment_key, value, and source_system as baseline fields.

creator_analytics.risk_flagged

Source event for Engagement. Keep owner, occurred_at, segment_key, value, and source_system as baseline fields.

creator_analytics.resolved

Source event for Content ranking. Keep owner, occurred_at, segment_key, value, and source_system as baseline fields.

Weekly review sequence

1Separate whether the Views movement is a real operating issue or short-term noise.
2Read it with Subscribers to narrow the cause to acquisition, conversion, quality, or throughput.
3Use the bottom table to choose one owner, one segment, and one action for this week.
4At the next review, adjust the layout based on recovery after the action, not on the same chart alone.

Frequently asked questions

Which KPIs should Creator Analytics Dashboard prioritize?

Creator Analytics Dashboard should prioritize Views, Subscribers, Engagement, Content ranking. Keep Views in the primary row only when an owner can act on it this week.

What data sources are required?

Content analytics, subscribers, engagement are the baseline sources. Define event names, refresh cadence, owner, and missing-data behavior before implementation.

Can this layout be used for an MVP?

For an MVP, start with Four KPI cards and Primary trend and segment view. Add bottom tables and alerts when operating actions become clear.

Which metrics should be removed?

Remove metrics that cannot trigger an action within one weekly review cycle, have unstable definitions, or behave like vanity metrics without adjacent context.

How should the AI IDE prompt be used?

Use the prompt as a starting point, then add real field names, table names, state UI requirements, and accessibility requirements for your project.

Market Pattern

Marketplace-proven dashboard pattern, rewritten for Dashcipe

This section documents the public preview pattern behind the layout and how Dashcipe changes it into original KPI guidance.

tailwind-minimal / light

clean cardsprogress rosterranked listnotes panel

Observed pattern

Tailwind/Next.js templates emphasize whitespace, editable cards, progress widgets, and roster-style panels.

Dashcipe adaptation

This recipe combines progress, ranking, and notes panels so KPI cause and next action stay visible.

Originality guard

No third-party block code is imported; the components remain Dashcipe-native.

Free Resources

What you can use for free

Use the KPI logic, layout, code starter, prompt, Figma SVG, schema, and tokens directly.

requestRequest/Vote promptAI PromptKPI logicAI promptRequest queue

Use this recipe when

The vertical metrics are already roughly known
You need to prioritize charts and tables quickly

Skip this recipe when

No events or data definitions exist yet
You only need a marketing landing page

Expert Notes

How a real operator should read these KPIs

These notes turn each metric into an operating decision, data source, and removal rule.

Creator

Why it matters: Views is not a vanity number; it decides the next operating action.
Failure signal: Treat isolated movement in Views as a signal to inspect data definitions or operating bottlenecks.
Data source: Content analytics, subscribers, engagement
When to remove: Remove it from the primary row if no owner can act within one weekly review cycle.

Creator

Why it matters: Subscribers is not a vanity number; it decides the next operating action.
Failure signal: Treat isolated movement in Subscribers as a signal to inspect data definitions or operating bottlenecks.
Data source: Content analytics, subscribers, engagement
When to remove: Remove it from the primary row if no owner can act within one weekly review cycle.

Creator

Why it matters: Engagement is not a vanity number; it decides the next operating action.
Failure signal: Treat isolated movement in Engagement as a signal to inspect data definitions or operating bottlenecks.
Data source: Content analytics, subscribers, engagement
When to remove: Remove it from the primary row if no owner can act within one weekly review cycle.

Creator

Why it matters: Content ranking is not a vanity number; it decides the next operating action.
Failure signal: Treat isolated movement in Content ranking as a signal to inspect data definitions or operating bottlenecks.
Data source: Content analytics, subscribers, engagement
When to remove: Remove it from the primary row if no owner can act within one weekly review cycle.

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