Job Application Tracker Visualizer: Kanban, Funnel and Sankey Charts
The three most useful ways to visualise a job search are a Kanban board (where is each application now), a funnel (how many applications become replies, interviews and offers) and a Sankey diagram (how applications flow through the stages). Each answers a different question, and you can build all three from a plain job application tracker.
Below: what each one shows, how to make it, and how to read the result.
1. Kanban board: where everything stands
A Kanban board has one column per stage and one card per application: Saved, Applied, Interviewing, Offer, Rejected.
Use it for: the daily view. You see at a glance what needs action and what is waiting.
How to build it: Trello, Notion boards and the Obsidian Kanban plugin all work. A dedicated tracker such as Seekrly has a board built in, where you drag a role through the stages and the job, recruiter and notes stay attached to the card.
What to watch: a very long Applied column with nothing moving to Interviewing means your applications are not getting replies. A long Saved column means you are collecting jobs faster than you apply.
2. Funnel: how applications convert
A funnel counts how many applications reach each stage, then shows the drop between stages.
Use it for: finding the weak step in your search.
How to build it in a spreadsheet:
- Make sure your tracker has a date applied, a status and a "heard back" column. The free template has all three.
- Count each stage on a summary sheet, then work out the step-by-step rates: replies divided by applications, interviews divided by replies, offers divided by interviews.
- Select the counts and insert a bar chart, with stages in order from top to bottom.
Example (made-up numbers for illustration):
| Stage | Count | Conversion from previous stage |
|---|---|---|
| Applied | 60 | |
| Heard back | 12 | 20% |
| Interviewed | 6 | 50% |
| Offer | 1 | 17% |
How to read it:
- Low reply rate: the resume, the targeting or the timing needs work. Compare resume versions and sources.
- Replies but few interviews: screening calls or the resume-to-role match may be off.
- Interviews but few offers: practise interview answers and ask for feedback.
The funnel is only reliable once you have a few dozen applications, so treat early numbers as a rough guide.
3. Sankey diagram: where applications go
A Sankey diagram draws flows between stages as bands whose width matches the number of applications. It shows, in one picture, how many applications ended in silence, a rejection or an interview.
How to build it: a free online tool such as SankeyMATIC takes simple text lines in the form Source [amount] Target. Paste your counts and it draws the diagram. Example input, using the same made-up numbers as the funnel:
Applied [48] No reply
Applied [12] Heard back
Heard back [6] Rejected
Heard back [6] Interview
Interview [4] Rejected after interview
Interview [1] Offer
Interview [1] WithdrewEach stage's outgoing numbers should add up to its incoming number, otherwise the diagram will look wrong. In the example, 12 heard back, so 6 plus 6 leaves exactly 12.
If you share the chart, post only counts, never company names or recruiter details.
Which one should you build first?
- Starting out: a Kanban board. It costs nothing and keeps you moving.
- After about 30 applications: a funnel, to find the weak step.
- When you want to share or reflect: a Sankey diagram, because it is the easiest to read at a glance.
Skip the manual charts
Building charts means keeping the data clean and updating the formulas. Seekrly shows your applications, interviews, offers and response rate on a dashboard from the data you already track, so the visual is a by-product of tracking. Paid plans add more insights, such as resume performance and reply times.
To run the whole search as a plan rather than a pile of charts, read job application tracker project: run your job search like a project.
Frequently Asked Questions
A chart or board that turns your application data into a picture: a Kanban board for stages, a funnel for conversion or a Sankey diagram for flow.
Count how many applications moved between each pair of stages, then enter them as Source [amount] Target lines in a tool like SankeyMATIC.
Around 30 to 50. Below that, a few lucky or unlucky results swing the percentages.
Yes. Use a tracker with a built-in board and dashboard.
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