# an analytics dashboard for recruiters

**Recruiting dashboards are already crowded, but the data does not show a clear recruiter-specific product that is meaningfully different from generic analytics or ATS add-ons.**

Confidence: medium  ·  56 signals  ·  checked 2026-08-01

[Full report with live links](https://showsitsworks.com/idea/an-analytics-dashboard-for-recruiters)

## 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 from a JSON definition.
  - [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) `registries` — 2026-07-31
- survey-analytics is a live npm package with 101,288 monthly downloads; it visualizes and analyzes survey data with charts and tables.
  - [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) `registries` — 2026-07-28
- TalentBridgePro is a GitHub recruiting platform with 28 stars and a last push in 2025-12-27; it includes AI-powered ATS scoring, search, notifications, and analytics dashboards.
  - [PranavPatel2105/TalentBridgePro-Using-MVC](https://github.com/PranavPatel2105/TalentBridgePro-Using-MVC) `github` — 2025-12-27
- Smart-GitHub-Portfolio-Analyzer has 4 stars and was last pushed in 2026-07-25; it targets recruiters with portfolio analysis, recruiter insights, and PDF reports.
  - [Dhiya326/Smart-GitHub-Portfolio-Analyzer](https://github.com/Dhiya326/Smart-GitHub-Portfolio-Analyzer) `github` — 2026-07-19
- Employer_dashboard has 4 stars and was last pushed in 2026-03-03; it is a Python recruitment data visualization app for hiring analytics from CSV files.
  - [shubham-yadav-07/Employer_dashboard](https://github.com/shubham-yadav-07/Employer_dashboard) `github` — 2026-03-03
- Mayzax has 2 stars and was last pushed in 2026-08-02; it includes a real-time analytics dashboard inside an ATS for recruiters and admins.
  - [7even-7even/Mayzax](https://github.com/7even-7even/Mayzax) `github` — 2026-07-03

## What people actually say

*From data*

- "Recruiters currently manage applicants but lack insights into job performance." This is a first-hand complaint asking for metrics like total applicants, shortlist rate, rejection ratio, and applications per job.
  - [Create analytics dashboard for recruiters](https://github.com/NileshBagade734-ux/PlaceMentor369/issues/401) `githubissues` — 2026-06-12
- "I receive 50+ LinkedIn requests weekly. About half are recruiters with legitimate opportunities. The other half are MLM pitches, life coaches, and \"passive income\" schemes." This HN post shows recruiters are part of a noisy, high-volume workflow, though it is about inbox triage rather than analytics.
  - [Request Radar – Classify LinkedIn invitations as recruiters or spam](https://news.ycombinator.com/item?id=46819332) `hackernews` — 2026-01-30
- "Business users are drowning in reports, dashboards, and BI tools that are slow to deliver insights." This HN discussion is about BI more broadly, not recruiting specifically.
  - [Conversational BI for Data and Documents](https://news.ycombinator.com/item?id=45047717) `hackernews` — 2025-08-28
- "We can visualize data LinkedIn won't show its users." This HN comment is about hidden LinkedIn analytics, which is adjacent to recruiter dashboards.
  - [Ask HN: Who is hiring? (August 2020)](https://news.ycombinator.com/item?id=24068981) `hackernews` — 2020-08-06

## People asking to be sold to

*From data*

- "Metrics: Total applicants Shortlisted candidates Rejection ratio Applications per job Most active branches" This is a concrete feature request from the recruiter dashboard complaint.
  - [Create analytics dashboard for recruiters](https://github.com/NileshBagade734-ux/PlaceMentor369/issues/401) `githubissues` — 2026-06-12
- "Analytics dashboards" appears repeatedly inside recruiting products and portfolio tools aimed at recruiters, which suggests people expect analytics to be part of the workflow rather than a separate category.
  - [PranavPatel2105/TalentBridgePro-Using-MVC](https://github.com/PranavPatel2105/TalentBridgePro-Using-MVC) `github` — 2025-12-27
  - [Dhiya326/Smart-GitHub-Portfolio-Analyzer](https://github.com/Dhiya326/Smart-GitHub-Portfolio-Analyzer) `github` — 2026-07-19
  - [shubham-yadav-07/Employer_dashboard](https://github.com/shubham-yadav-07/Employer_dashboard) `github` — 2026-03-03
  - [Rupesh-Max-na-Ore/HireSense-AI-Recruitment-Analytics](https://github.com/Rupesh-Max-na-Ore/HireSense-AI-Recruitment-Analytics) `github` — 2026-05-08
  - [mesasarah/Resume-Matching-Engine-](https://github.com/mesasarah/Resume-Matching-Engine-) `github` — 2024-09-04
  - [atiqurrehman112/ai-recruitment-management-system](https://github.com/atiqurrehman112/ai-recruitment-management-system) `github` — 2026-05-25
  - [7even-7even/Mayzax](https://github.com/7even-7even/Mayzax) `github` — 2026-07-03
  - [Sivavg/SmartJobs](https://github.com/Sivavg/SmartJobs) `github` — 2026-01-15
  - [Sharon-Sam14/NexusHR](https://github.com/Sharon-Sam14/NexusHR) `github` — 2026-05-27
  - [Dharshansgitup/VivaMind-AI-Powered-Smart-Interview](https://github.com/Dharshansgitup/VivaMind-AI-Powered-Smart-Interview) `github` — 2026-05-26
- "Recruiters and hiring managers in specialized industries" is an explicit audience request for a recruiter-focused platform with pipeline and analytics features.
  - [Create a recruiter-focused platform with applicant tracking, candidate sourcing, and interview scheduling for a specific industry like healthcare or finance

Au](https://github.com/anyx-app/talenttrack-pro-d9ca8a60/issues/1) `githubissues` — 2026-01-31

## Where the opening is

*Model estimate*

- The signals do not show a product that is clearly built only for recruiters and centered on decision metrics across ATS, source-of-hire, rejection reasons, and branch-level performance; most existing tools are ATSs, HR suites, or generic dashboard components.
  - [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) `registries` — 2026-07-28
  - [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) `registries` — 2026-07-31
  - [PranavPatel2105/TalentBridgePro-Using-MVC](https://github.com/PranavPatel2105/TalentBridgePro-Using-MVC) `github` — 2025-12-27
  - [shubham-yadav-07/Employer_dashboard](https://github.com/shubham-yadav-07/Employer_dashboard) `github` — 2026-03-03
  - [mesasarah/Resume-Matching-Engine-](https://github.com/mesasarah/Resume-Matching-Engine-) `github` — 2024-09-04
  - [harshtriphati6390/HR-Analytics-Dashboard-Power-bi](https://github.com/harshtriphati6390/HR-Analytics-Dashboard-Power-bi) `github` — 2025-10-04
  - [7even-7even/Mayzax](https://github.com/7even-7even/Mayzax) `github` — 2026-07-03
  - [Sharon-Sam14/NexusHR](https://github.com/Sharon-Sam14/NexusHR) `github` — 2026-05-27
  - [Dharshansgitup/VivaMind-AI-Powered-Smart-Interview](https://github.com/Dharshansgitup/VivaMind-AI-Powered-Smart-Interview) `github` — 2026-05-26
- There is no evidence here of a recruiter analytics product that connects multiple hiring systems and gives one live view of funnel health; the evidence mostly shows single-system dashboards or demo projects.
  - [Recruitment Analytics Dashboard | Microsoft Power BI](https://www.youtube.com/watch?v=Phy9MnjAO84) `tavily`
  - [Recruitment Analytics Dashboard: Essential Metrics and Reporting ...](https://cadienttalent.com/recruitment-analytics-dashboard-essential-metrics-and-reporting-frameworks) `tavily`
  - [Recruiting Dashboards: A Guide to Recruitment Analytics](https://www.netsuite.com/portal/resource/articles/human-resources/recruiting-dashboard.shtml) `tavily`
  - [Building the Perfect Recruiting Dashboard | crosschq.com | Hire. Retain. Better.](https://www.crosschq.com/blog/building-the-perfect-recruiting-dashboard?hs_amp=true) `tavily`
  - [Recruitment Dashboard Examples | Geckoboard](https://www.geckoboard.com/dashboard-examples/sales/recruitment-dashboard) `tavily`
  - [(PDF) The 6 hiring dashboards every talent acquisition team needs - Gem](https://lp.gem.com/rs/972-IVV-330/images/Hiring-dashboards-for-recruiting-teams.pdf) `tavily`
- The data also does not show a strong niche angle such as recruiter analytics for one industry, one ATS, or one workflow stage beyond the generic idea of a hiring dashboard.
  - [Create analytics dashboard for recruiters](https://github.com/NileshBagade734-ux/PlaceMentor369/issues/401) `githubissues` — 2026-06-12
  - [Create a recruiter-focused platform with applicant tracking, candidate sourcing, and interview scheduling for a specific industry like healthcare or finance

Au](https://github.com/anyx-app/talenttrack-pro-d9ca8a60/issues/1) `githubissues` — 2026-01-31
  - [Recruiting Dashboards Turn Hiring Data into Useful Intelligence](https://www.shrm.org/topics-tools/news/talent-acquisition/recruiting-dashboards-turn-hiring-data-useful-intelligence) `tavily`

## How big the market might be

*Model estimate*

- This search found 2 named package competitors, 20 GitHub repos, and 2 first-hand complaints, but 0 unsolved questions and 0 stated wants.
- The largest monthly package download count seen was 150,647 for @kong-ui-public/dashboard-renderer; survey-analytics had 101,288 downloads a month.
  - [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) `registries` — 2026-07-31
  - [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) `registries` — 2026-07-28
- There are at least several communities discussing the topic: GitHub issues, Hacker News, and product pages in Tavily all point to recurring recruiting-dashboard and hiring-metrics content.
  - [Create analytics dashboard for recruiters](https://github.com/NileshBagade734-ux/PlaceMentor369/issues/401) `githubissues` — 2026-06-12
  - [Request Radar – Classify LinkedIn invitations as recruiters or spam](https://news.ycombinator.com/item?id=46819332) `hackernews` — 2026-01-30
  - [Recruitment Analytics Dashboard | Microsoft Power BI](https://www.youtube.com/watch?v=Phy9MnjAO84) `tavily`
  - [Recruitment Analytics Dashboard: Essential Metrics and Reporting ...](https://cadienttalent.com/recruitment-analytics-dashboard-essential-metrics-and-reporting-frameworks) `tavily`
  - [Recruiting Dashboards: A Guide to Recruitment Analytics](https://www.netsuite.com/portal/resource/articles/human-resources/recruiting-dashboard.shtml) `tavily`
  - [Building the Perfect Recruiting Dashboard | crosschq.com | Hire. Retain. Better.](https://www.crosschq.com/blog/building-the-perfect-recruiting-dashboard?hs_amp=true) `tavily`
  - [Recruiting Dashboards Turn Hiring Data into Useful Intelligence](https://www.shrm.org/topics-tools/news/talent-acquisition/recruiting-dashboards-turn-hiring-data-useful-intelligence) `tavily`
  - [Recruitment Dashboard Examples | Geckoboard](https://www.geckoboard.com/dashboard-examples/sales/recruitment-dashboard) `tavily`
  - [(PDF) The 6 hiring dashboards every talent acquisition team needs - Gem](https://lp.gem.com/rs/972-IVV-330/images/Hiring-dashboards-for-recruiting-teams.pdf) `tavily`
- The repo set is small in quality signal: most GitHub projects have 1-5 stars, with only one example above 20 stars.
  - [PranavPatel2105/TalentBridgePro-Using-MVC](https://github.com/PranavPatel2105/TalentBridgePro-Using-MVC) `github` — 2025-12-27
  - [waterloop/executive-dashboard](https://github.com/waterloop/executive-dashboard) `github` — 2022-05-01
  - [musfiqsama/gitscope](https://github.com/musfiqsama/gitscope) `github` — 2026-04-20
  - [Dhiya326/Smart-GitHub-Portfolio-Analyzer](https://github.com/Dhiya326/Smart-GitHub-Portfolio-Analyzer) `github` — 2026-07-19
  - [shubham-yadav-07/Employer_dashboard](https://github.com/shubham-yadav-07/Employer_dashboard) `github` — 2026-03-03
  - [Rupesh-Max-na-Ore/HireSense-AI-Recruitment-Analytics](https://github.com/Rupesh-Max-na-Ore/HireSense-AI-Recruitment-Analytics) `github` — 2026-05-08
  - [mesasarah/Resume-Matching-Engine-](https://github.com/mesasarah/Resume-Matching-Engine-) `github` — 2024-09-04
  - [fox-techniques/athena-recruitment-analytics](https://github.com/fox-techniques/athena-recruitment-analytics) `github` — 2024-11-22
  - [Theofficialilakkiyaraja/HR-Recruitment-Analytics-Dashboard](https://github.com/Theofficialilakkiyaraja/HR-Recruitment-Analytics-Dashboard) `github` — 2026-03-10
  - [harshtriphati6390/HR-Analytics-Dashboard-Power-bi](https://github.com/harshtriphati6390/HR-Analytics-Dashboard-Power-bi) `github` — 2025-10-04
  - [atiqurrehman112/ai-recruitment-management-system](https://github.com/atiqurrehman112/ai-recruitment-management-system) `github` — 2026-05-25
  - [7even-7even/Mayzax](https://github.com/7even-7even/Mayzax) `github` — 2026-07-03
  - [amitchandradas2004/Hireloop-Client](https://github.com/amitchandradas2004/Hireloop-Client) `github` — 2026-06-04
  - [Sivavg/SmartJobs](https://github.com/Sivavg/SmartJobs) `github` — 2026-01-15
  - [FaizanAkhtar0/Nekron-HRMS](https://github.com/FaizanAkhtar0/Nekron-HRMS) `github` — 2021-07-06
  - [Sharon-Sam14/NexusHR](https://github.com/Sharon-Sam14/NexusHR) `github` — 2026-05-27
  - [Dharshansgitup/VivaMind-AI-Powered-Smart-Interview](https://github.com/Dharshansgitup/VivaMind-AI-Powered-Smart-Interview) `github` — 2026-05-26
  - [Sovan0505/Recruitment-Analytics-Dashboard](https://github.com/Sovan0505/Recruitment-Analytics-Dashboard) `github` — 2026-05-17
  - [Thamilselvan16/hiring-analytics-dashboard](https://github.com/Thamilselvan16/hiring-analytics-dashboard) `github` — 2026-02-01

## What could go wrong

*Model estimate*

- This may be too close to generic ATS, HR analytics, or BI dashboard software to support a standalone product unless it has a very specific data source or outcome.
  - [PranavPatel2105/TalentBridgePro-Using-MVC](https://github.com/PranavPatel2105/TalentBridgePro-Using-MVC) `github` — 2025-12-27
  - [shubham-yadav-07/Employer_dashboard](https://github.com/shubham-yadav-07/Employer_dashboard) `github` — 2026-03-03
  - [mesasarah/Resume-Matching-Engine-](https://github.com/mesasarah/Resume-Matching-Engine-) `github` — 2024-09-04
  - [harshtriphati6390/HR-Analytics-Dashboard-Power-bi](https://github.com/harshtriphati6390/HR-Analytics-Dashboard-Power-bi) `github` — 2025-10-04
  - [Sharon-Sam14/NexusHR](https://github.com/Sharon-Sam14/NexusHR) `github` — 2026-05-27
  - [Dharshansgitup/VivaMind-AI-Powered-Smart-Interview](https://github.com/Dharshansgitup/VivaMind-AI-Powered-Smart-Interview) `github` — 2026-05-26
- The strongest explicit need is only one complaint with 3 comments, so urgency looks limited from this search.
  - [Create analytics dashboard for recruiters](https://github.com/NileshBagade734-ux/PlaceMentor369/issues/401) `githubissues` — 2026-06-12
- A dashboard alone is easy to copy because dashboard components and recruiting examples already exist in packages, Docker images, and many small repos.
  - [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) `registries` — 2026-07-28
  - [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) `registries` — 2026-07-31
  - [docker: opensearchproject/opensearch-dashboards](https://hub.docker.com/r/opensearchproject/opensearch-dashboards) `registries`
  - [docker: apache/apisix-dashboard](https://hub.docker.com/r/apache/apisix-dashboard) `registries`
  - [npm: devexpress-dashboard](https://www.npmjs.com/package/devexpress-dashboard) `registries` — 2026-06-18

## What to do this week

*Model estimate*

- Narrow it to one recruiting system and one job-to-fill workflow, then prove you can answer the exact metrics named in the complaint: total applicants, shortlisted candidates, rejection ratio, applications per job, and active branches.
  - [Create analytics dashboard for recruiters](https://github.com/NileshBagade734-ux/PlaceMentor369/issues/401) `githubissues` — 2026-06-12
- Interview recruiters who actually use ATS/HR tools and ask which metric they still pull into spreadsheets, because the current signals do not prove a broad unmet need.
  - [Create analytics dashboard for recruiters](https://github.com/NileshBagade734-ux/PlaceMentor369/issues/401) `githubissues` — 2026-06-12
  - [Recruitment Analytics Dashboard | Microsoft Power BI](https://www.youtube.com/watch?v=Phy9MnjAO84) `tavily`
  - [Recruitment Analytics Dashboard: Essential Metrics and Reporting ...](https://cadienttalent.com/recruitment-analytics-dashboard-essential-metrics-and-reporting-frameworks) `tavily`
  - [Recruiting Dashboards: A Guide to Recruitment Analytics](https://www.netsuite.com/portal/resource/articles/human-resources/recruiting-dashboard.shtml) `tavily`
  - [Building the Perfect Recruiting Dashboard | crosschq.com | Hire. Retain. Better.](https://www.crosschq.com/blog/building-the-perfect-recruiting-dashboard?hs_amp=true) `tavily`
  - [Recruiting Dashboards Turn Hiring Data into Useful Intelligence](https://www.shrm.org/topics-tools/news/talent-acquisition/recruiting-dashboards-turn-hiring-data-useful-intelligence) `tavily`
  - [Recruitment Dashboard Examples | Geckoboard](https://www.geckoboard.com/dashboard-examples/sales/recruitment-dashboard) `tavily`
  - [(PDF) The 6 hiring dashboards every talent acquisition team needs - Gem](https://lp.gem.com/rs/972-IVV-330/images/Hiring-dashboards-for-recruiting-teams.pdf) `tavily`
- Build a thin prototype that ingests one ATS export and produces a live funnel dashboard, then test whether recruiters would pay for that instead of using a generic BI tool.
  - [Recruitment Analytics Dashboard: Essential Metrics and Reporting ...](https://cadienttalent.com/recruitment-analytics-dashboard-essential-metrics-and-reporting-frameworks) `tavily`
  - [Recruiting Dashboards: A Guide to Recruitment Analytics](https://www.netsuite.com/portal/resource/articles/human-resources/recruiting-dashboard.shtml) `tavily`
  - [Recruitment Dashboard Examples | Geckoboard](https://www.geckoboard.com/dashboard-examples/sales/recruitment-dashboard) `tavily`

## Competitor strength

| Project | Stars | Downloads/mo | Activity |
|---|---:|---:|---|
| [npm: @kong-ui-public/dashboard-renderer](https://www.npmjs.com/package/@kong-ui-public/dashboard-renderer) | — | 150,647 | unknown |
| [npm: survey-analytics](https://www.npmjs.com/package/survey-analytics) | — | 101,288 | unknown |

## Domain names

- `recruiteranalytics.com` — taken
- `recruiteranalytics.io` — available
- `recruiter.com` — taken
- `getrecruiter.com` — taken

---

Sources searched: hackernews (9), github (20), githubissues (2), discourse (none), intent (none), stackexchange (none), registries (16), tavily (7), devto (2)

Generated by Shows Its Work — https://showsitsworks.com/idea/an-analytics-dashboard-for-recruiters
Findings link to their sources. Estimates are marked as estimates.