# General Job Boards — Meta ads research

Category research. Brand directory deferred.
Edition: October 2026. Page updated: 2026-10-11.

## Parent industry AOV benchmark

Parent industry: Job Portals & Employment Platforms

- Median: $0.17 USD
- Middle 50%: $0.09 to $11.20 USD
- Snapshot read: 2026-10-11T14:09:52.863370+00:00

Median and middle 50% of observed account-level average order values in USD, with each account weighted equally. Use this range as a comparison, not a profitability measure.

Source: [Madgicx Research & Labs](https://madgicx.com/labs/industries/job-portals-employment-platforms#benchmark)

Citation: Madgicx Research & Labs. Job Portals & Employment Platforms account AOV: median $0.17; middle 50% $0.09 to $11.20. Snapshot read 11 October 2026. https://madgicx.com/labs/industries/job-portals-employment-platforms#benchmark

Directory status: deferred. Final brand research and logo placement are pending.

## Research questions

### What is the difference between an Apply Start and a completed job application?

Indeed defines Apply Start as clicking Apply now, even when the job seeker does not finish. Report completed applications separately before treating a job-board click as an acquisition outcome.

[Source](https://www.indeed.com/help/employers/articles/apply-start-overview) · [Answer permalink](https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-edjobs1-general-job-boards-1)

Citation: Madgicx Research & Labs. General Job Boards. What is the difference between an Apply Start and a completed job application? Indeed defines Apply Start as clicking Apply now, even when the job seeker does not finish. Report completed applications separately before treating a job-board click as an acquisition outcome.  Source: https://www.indeed.com/help/employers/articles/apply-start-overview Answer: https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-edjobs1-general-job-boards-1

### Why can completed applications exceed Apply Starts in a report?

Indeed identifies direct application links and applications completed after an earlier start as possible reasons. Check the reporting interval and application path before interpreting the difference as a tracking failure.

[Source](https://www.indeed.com/help/employers/articles/apply-start-overview) · [Answer permalink](https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-edjobs1-general-job-boards-2)

Citation: Madgicx Research & Labs. General Job Boards. Why can completed applications exceed Apply Starts in a report? Indeed identifies direct application links and applications completed after an earlier start as possible reasons. Check the reporting interval and application path before interpreting the difference as a tracking failure.  Source: https://www.indeed.com/help/employers/articles/apply-start-overview Answer: https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-edjobs1-general-job-boards-2

### How can job-board reports distinguish weak offer interest from application friction?

Indeed separates low click-to-start ratios from low start-to-completion ratios, discussing job-detail problems for the former and process complexity for the latter. Examine the relevant step rather than attributing both patterns to the ad.

[Source](https://www.indeed.com/help/employers/articles/apply-start-overview) · [Answer permalink](https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-edjobs1-general-job-boards-3)

Citation: Madgicx Research & Labs. General Job Boards. How can job-board reports distinguish weak offer interest from application friction? Indeed separates low click-to-start ratios from low start-to-completion ratios, discussing job-detail problems for the former and process complexity for the latter. Examine the relevant step rather than attributing both patterns to the ad.  Source: https://www.indeed.com/help/employers/articles/apply-start-overview Answer: https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-edjobs1-general-job-boards-3

### Can local hiring-market data serve as a Facebook acquisition benchmark?

Indeed distinguishes analytics for an employer’s jobs from hiring insights about a selected title and location. Use local market context to interpret recruiting demand; it does not establish Facebook cost per qualified application.

[Source](https://ca.indeed.com/hire/resources/howtohub/indeed-analytics-and-hiring-insights) · [Answer permalink](https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-edjobs1-general-job-boards-4)

Citation: Madgicx Research & Labs. General Job Boards. Can local hiring-market data serve as a Facebook acquisition benchmark? Indeed distinguishes analytics for an employer’s jobs from hiring insights about a selected title and location. Use local market context to interpret recruiting demand; it does not establish Facebook cost per qualified application.  Source: https://ca.indeed.com/hire/resources/howtohub/indeed-analytics-and-hiring-insights Answer: https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-edjobs1-general-job-boards-4

### Which AOV benchmark is shown?

The reference benchmark is for Job Portals & Employment Platforms.

Parent industry benchmark. Snapshot read 11 October 2026.

[Source](https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#benchmark) · [Answer permalink](https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-benchmark-status)

Citation: Madgicx Research & Labs. General Job Boards. Which AOV benchmark is shown? The reference benchmark is for Job Portals & Employment Platforms. Parent industry benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/job-portals-employment-platforms#benchmark Answer: https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-benchmark-status

### Can I download this industry research?

The exports section provides this edition in Markdown and JSON, along with a research index. Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.

[Source](https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#reuse) · [Answer permalink](https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-download-research)

Citation: Madgicx Research & Labs. General Job Boards. Can I download this industry research? The exports section provides this edition in Markdown and JSON, along with a research index. Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.  Source: https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#reuse Answer: https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-download-research

### How should I cite a finding from this page?

Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.

[Source](https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#reuse) · [Answer permalink](https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-cite-research)

Citation: Madgicx Research & Labs. General Job Boards. How should I cite a finding from this page? Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.  Source: https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#reuse Answer: https://madgicx.com/labs/industries/job-portals-employment-platforms/general-job-boards#answer-cite-research