Idea checked

an analytics dashboard for content creators

There is demand, but the space is crowded with creator-specific dashboards and generic analytics tools.

Confidence: high — This search found 4 named projects, 13 first-hand complaints, 5 stated wants, 2 unsolved Stack Exchange questions, and large package usage up to 150,647 monthly downloads.

90 signals collected
12s to run
2026-08-01
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hackernews 14
github 20
githubissues 12
discourse 1
intent 5
stackexchange 2
registries 16
tavily 10
devto 10

Interest over time From data

Hacker News stories mentioning creator analytics dashboard (topic read as “creator analytics”), by year — 53 in total, currently falling.

3 2021
0 2022
2 2023
19 2024
14 2025
15 2026

This counts discussion on Hacker News, not global search demand. For developer tooling the two move together; for a local service business they do not.

Who is already building this From data

@kong-ui-public/dashboard-renderer is a live npm package with 150,647 monthly downloads; it renders analytics charts on a page from a JSON definition. not about content
- registries npm: @kong-ui-public/dashboard-renderer 2026-07-31
survey-analytics is a live npm package with 101,288 monthly downloads; it visualizes survey data with charts and tables. not about content
- registries npm: survey-analytics 2026-07-28
Orbit is a creator operations project with 56 stars and a last push on 2026-05-13; it already includes an analytics dashboard for creators. not about content
- github Leon-bo-He/Orbit 2026-04-08
NhaPhatHanh/github has 58 stars, but its last push was 2024-07-26, so it is stale rather than actively maintained. not about content
- github NhaPhatHanh/github 2021-04-28

What people actually say From data

"I got tired of juggling multiple links and not knowing which ones were performing well." This is a creator saying simple performance visibility is still painful. not about content
- hackernews Show HN: Onelinkly – Simplify your links, boost your engagement 2025-01-02
"I’m looking for a tool like this." The commenter wanted an analytics-style tool but had fallen off Mixpanel after pricing changed. not about content
- intent Show HN: Openpanel – An open-source alternative to Mixpanel 2024-05-22
"honestly I would pay for such a service if it comes with a nice little dashboard and some decent stats" This is a direct willingness-to-pay for a dashboard with useful metrics. not about content
- intent Visitor.js 2012-01-06
"we’d never spent enough time setting it up, and this weren’t getting a huge amount of value from it." This suggests existing analytics tools are too much work for some creators. not about content
- intent Show HN: Openpanel – An open-source alternative to Mixpanel 2024-05-22
"Creators should be able to see: Open rates per newsletter run Subscriber growth over time Revenue earned" That is a first-hand product request for creator analytics. not about content
- githubissues [IMPROVEMENT] Analytics dashboard for creators (open rates, subscriber growth) 2026-03-20

People asking to be sold to From data

"honestly I would pay for such a service if it comes with a nice little dashboard and some decent stats" not about content
- intent Visitor.js 2012-01-06
"I’m looking for a tool like this." not about content
- intent Show HN: Openpanel – An open-source alternative to Mixpanel 2024-05-22
"I was going to be $x,000 per month." The commenter abandoned Mixpanel partly because of price, which is a strong buying trigger for a cheaper alternative. not about content
- intent Show HN: Openpanel – An open-source alternative to Mixpanel 2024-05-22
"Creators should be able to see: Open rates per newsletter run Subscriber growth over time Revenue earned" not about content
- githubissues [IMPROVEMENT] Analytics dashboard for creators (open rates, subscriber growth) 2026-03-20
"Give creators visibility into open rates, subscriber growth trends, and revenue." This is a stated need, not just an article topic. not about content
- githubissues Analytics dashboard for creators (open rates, subscriber growth) 2026-03-20

Where the opening is Model estimate

The model's read of the signals below — not something anyone measured.

The signals do not show a product that unifies multiple creator revenue and engagement sources in one place for a single creator workflow; the examples are split across YouTube, TikTok, newsletters, quizzes, tips, or platforms like Xiaohongshu and remix.gg.
The existing packages and projects mostly focus on rendering dashboards or tracking one source, not on helping creators decide what to do next across channels.
The data does not show a clear winner for a creator-first dashboard that is easy to set up and avoids the setup pain people associate with heavier analytics tools.
- intent Show HN: Openpanel – An open-source alternative to Mixpanel 2024-05-22
- intent Visitor.js 2012-01-06

How big the market might be Model estimate

The model's read of the signals below — not something anyone measured.

This search found 4 named projects, with 2 open source and 2 package entries.
Of those projects, 1 is active, 1 is dead, and 2 have unknown activity.
The largest monthly package usage seen was 150,647 downloads for @kong-ui-public/dashboard-renderer.
- registries npm: @kong-ui-public/dashboard-renderer 2026-07-31
There were 13 first-hand complaints, 5 stated wants, and 2 unsolved questions in the signals.
Matching discussion showed up in community.openai.com, plus complaint and intent threads across GitHub issues, Hacker News, Discourse, Stack Exchange, Dev.to, and intent signals.

What could go wrong Model estimate

The model's read of the signals below — not something anyone measured.

This is a crowded feature area, not an empty category; general analytics, dashboard rendering, and creator-specific dashboards already exist.
A lot of the demand may be satisfied by existing tools like Mixpanel, Plausible, Vercel Analytics, or dashboard libraries, so differentiation will matter more than raw feature count.
Some creator niches already have their own dashboards, which means a broad product could look generic unless it integrates several creator income and engagement sources.

What to do this week Model estimate

The model's read of the signals below — not something anyone measured.

Start with one painful use case that appears in the signals: newsletter creator analytics or social link performance, because both have explicit requests and clear metrics like open rates, subscriber growth, clicks, and revenue.
Ship a simple dashboard that ingests data from 2-3 common creator sources first, then add comparisons across channels later.
Price against the frustration shown in the signals: people abandoned heavier tools when setup was too much work or pricing jumped too high.
- intent Show HN: Openpanel – An open-source alternative to Mixpanel 2024-05-22
- intent Visitor.js 2012-01-06
Validate with the communities already talking about creator analytics, especially the forums and issue threads found here, before building a broad multi-source platform.

Competitor strength From data

Counted, not judged. Only projects that expose a hard number — stars, downloads, last commit — appear here, so they stop looking identical to each other. Products with no public metrics are discussed above instead of being given a row they cannot fill.

Project	Stars	Downloads / mo	Activity
NhaPhatHanh/github	58	—	Dead 2024-07-26
Leon-bo-He/Orbit	56	—	Active 2026-05-13
npm: @kong-ui-public/dashboard-renderer npm	—	150,647	—
npm: survey-analytics npm	—	101,288	—

2 open source
2 package
1 dead
1 active
13 first-hand complaints
5 stated wants
1 communities discussing it

Domain names From data

Checked live against the registry, built from the subject of the idea rather than the first words of the sentence. A literal check is a fact; a brandable suggestion would be noise.

creatoranalytics.com taken
creatoranalytics.io available
creator.com taken
getcreator.com taken

an analytics dashboard for content creators

Interest over time From data

Who is already building this From data

What people actually say From data

People asking to be sold to From data

Where the opening is Model estimate

How big the market might be Model estimate

What could go wrong Model estimate

What to do this week Model estimate

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How big the market might be Model estimate

What could go wrong Model estimate

What to do this week Model estimate

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