Tracking 50 sources by hand is a full-time job. Here is the math.
Fifty sources, three platforms each, checked three times a day. Nobody budgets for it, and someone is paying for it anyway.
A newsroom, a media house or a brand team following 50 sources across Instagram, TikTok, Facebook, X and the web spends, by a conservative count, about 37 hours a week just checking them. That is one full-time person doing nothing but opening profiles. Almost nobody budgets for it, because it is spread across several people in five-minute pieces, and it is still paid for. This post shows the arithmetic, where the time actually goes, and what changes when the checking is automated.
The calculation
| Input | Value | Note |
|---|---|---|
| Sources followed | 50 | Competitors, official accounts, publications, creators |
| Checks per source, per day | 3 | Morning, midday, end of day |
| Minutes per check | 3 | Open, scroll past what you saw last time, note anything relevant |
| Per day | 7.5 hours | 50 × 3 × 3 = 450 minutes |
| Per week (5 days) | ≈ 37 hours | Effectively one salary |
Three minutes is generous to the manual process. It assumes you remember where you left off on each profile, that the app opens where you want it, and that writing the note takes no time. Measure your own team for a day and the real number is usually higher.
Change the inputs and the shape does not change. Thirty sources checked twice a day is 15 hours a week. Eighty sources on a news day is more than one person can do at all, which is when things get missed.
Where the time actually goes
The checking itself is only part of it. The rest is overhead that never shows up in anyone's plan:
- Re-reading. Without a record of what was already seen, every check re-scrolls the same posts. On busy accounts, most of the three minutes is spent finding the new item.
- Context switching. Five platforms means five apps, five notification styles, five ways to be distracted. Each switch costs more than the check.
- Duplicates. A brand's launch appears on TikTok, Instagram, X and Facebook within an hour. Four people see it four times and someone writes it up twice.
- The handover. Whatever was found has to be put somewhere the rest of the team can see: a Slack message, a shared doc, a screenshot that expires with the story.
- Gaps. When the person who checks a set of sources is off, those sources are simply not checked. Coverage depends on a rota nobody wrote down.
What automation actually removes
It does not remove reading. Someone still needs to look at what came in and decide what matters. It removes the hunting, which is most of the 37 hours.
A source radar such as Prowler (ours, for disclosure) takes the list of sources, visits every one on a schedule, collects what they published, removes cross-platform duplicates, writes a one-line summary and ranks everything on one scale. What lands in front of the team is a single feed with the important items at the top, already filtered by group, platform or tag.
| By hand | With a radar | |
|---|---|---|
| Sources checked | As many as someone had time for | All of them, every scan |
| Frequency | When someone remembers | Hourly, every 6 hours, or daily, per source |
| Duplicates | Seen and noted several times | Collapsed to one item |
| Record | Slack messages and screenshots | Ranked feed for 48 hours, permanent saves |
| Coverage when someone is away | Gaps | Unchanged |
| Time per day | 7.5 hours | About 20 minutes of reading |
Twenty minutes is what it takes to read the top of a 50-source feed and save the handful of items that matter. Live news days take longer, because there is more worth reading, not because there is more to hunt for.
Setting it up for a team
- Write the list first. Fifty sources is the ceiling for one desk. Use the watchlist method: direct competitors or beats, category leaders, creators, official accounts, and cut anything that would not change a decision.
- Register each source once, with its platforms as backups. A brand's Instagram, TikTok and X are one source, not three. One entity means one item per launch and automatic fallback when a platform blocks collection.
- Group by desk or client. Newsrooms group by beat, agencies by client, brands by market. The feed then filters to one group in one click.
- Match the schedule to the stakes. Official accounts and rivals hourly; creators and trade press daily. Only scans that return content cost anything.
- Read once in the morning, once after lunch. Save what might matter next week; the feed forgets after 48 hours by design, and the saved list is the team's record.
In Prowler: the Business plan covers 100 sources at hourly scans for $75 a month, with groups, tags, an Important star for the sources that cannot be missed, and a Network Form so colleagues can submit tips into the same feed without an account. Read media monitoring for small newsrooms for the desk-level workflow.
The honest version of the saving
Prowler does not save a team 37 hours a week; the reading still has to happen. It removes the checking, which is most of those hours, and it removes the gaps, which are the expensive part. If one missed launch, one late rate decision or one competitor's pricing change costs more than a day of someone's time, the maths is already done.
Related: what an agentic radar is, why your feed should forget. Or start with three sources free and time your own morning.
The people building Prowler's scoring, de-duplication and source pipeline.