Re-Pull the Board the Day You Pitch

Job boards change daily, and so do the numbers people quote from them. On November 9, 2026, Humble Robotics' Lever board listed 26 postings. On November 10, it listed 25. The Product Manager row was gone, and nothing replaced it. A public aggregator's count for Humble moved from 26 to 25 in the same window. If you had written a pitch on the 9th that led with the product role, it would have pointed at a closed seat by the 10th.

Board: Humble Robotics Lever postings API, accessed November 9 and November 10, 2026. Aggregator: theaiwins funded-and-hiring list, accessed November 9 and November 10, 2026.

What changed in a day

We compared the two pulls title by title. One title disappeared: Product Manager, a Hardware Team role created on August 5, 2026. No titles were added. The other 25 rows were unchanged in title.

A removed row can mean the role was filled, paused, or reposted under a different title. The board does not say which. What it does say is that the role is no longer open to applicants through that link.

Humble Robotics' board dropped from 26 to 25 postings between November 9 and November 10. The Product Manager row was removed overnight.

Why aggregators lag or lead

Aggregators sync on their own schedule. On November 9, the aggregator showed 26 for Humble, matching the board. On November 10, it showed 25, also matching. That is good syncing. Many aggregators are slower, and some cache counts for days. You cannot tell from the aggregator alone when it last checked.

The aggregator says its counts come "live from each company's own job board." Even so, treat any third-party count as a pointer to the board, not as the board.

The playbook

1. Pull the board the morning you send a pitch, even if you pulled it yesterday.
2. Compare titles, not just counts. A steady count can hide one role closing and another opening.
3. Remove any role from your draft that no longer appears.
4. If a role you planned to lead with is gone, lead with the next one or hold the email.
5. Store each pull with its date, so you can show what was open when you wrote.

Comparing titles quickly

For Lever and Ashby, the public APIs return every posting as structured data. Save each day's titles as a list. A two-line comparison shows what was removed and what was added. For boards without an API, copy the visible titles into a dated note. It takes two minutes and prevents the most avoidable mistake in outreach: pitching a role that closed.

What a removed role tells you

A removed role is information. If a company closes a product manager role a week after its funding announcement, it may have hired internally, filled from a network referral, or decided the role was not needed yet. Any of those is worth knowing before you call. You can mention it carefully: "I noticed the PM role came down; are you still building out product?" That is a better question than pitching a closed seat.

A second example from the same week

Coframe's Ashby board, pulled on November 10, had a Machine Learning Engineer row published that same day. A pull on November 9 would not have shown it. Boards gain rows as well as lose them, and the day after a funding announcement is when new rows are most likely to appear. If you had sent Coframe a pitch built on a November 9 pull, you would have missed its newest engineering role.

Additions matter as much as removals. A role posted the day you pitch is the freshest signal on the board, and a hiring manager is most likely to welcome help on a role they just opened.

What to say when your earlier note is out of date

If you shared a count with a client yesterday and it changed today, correct it in one line. "Quick update: Humble's board is now 25 roles; the Product Manager role came down overnight." Clients trust a recruiter who updates numbers more than one who never revisits them.

Keep the correction factual. Do not speculate on why the role closed unless you have asked the company.

When to re-pull more often

Re-pull daily in the two weeks after a funding announcement. Boards move fastest then, as companies post roles they held back and close ones filled before the news. After a month, weekly is usually enough.

Boards without an API

Some companies list roles only on their own site, with an email address instead of an ATS. Finpilot's careers page, for example, lists roles and asks for applications by email. For those, take a dated screenshot or copy the list into a note each time you check. The method is the same: compare titles, not just counts.

Fields to keep

Pull date, row count, titles added, titles removed, and source URL. When you report a company's hiring to a client, give the count with its date and note any change since your last pull.