Read competitor strategy six months before the press release.
Radar monitors job postings across eight competitors. When one starts posting aggressively for "ML Infrastructure" engineers, Radar flags it as a strategic signal, six months before any public announcement. The team adjusts the roadmap and partnership strategy accordingly.
Run Radar- 1
Describe the task
A company tells you where it’s going by who it hires long before it tells the press. Radar watches your competitors’ job boards, clusters new roles by function, and flags when a competitor starts building somewhere it wasn’t building before, months ahead of any announcement.
Tell Radar which competitors to watch, which role clusters signal strategy, and what surge should trip a flag, and it turns a firehose of individual postings into a small set of directional signals worth a roadmap conversation.
Watch the job boards of these 8 competitors in competitor-careers.csv. Cluster every new posting by function, and flag when a competitor starts hiring aggressively in a new area: - Group roles into themes (ML Infrastructure, security, GTM, hardware, etc.) - Flag any cluster that grows 3+ roles in a quarter from a near-zero base - Note seniority, staff/principal hires read louder than junior ones For each flagged surge, tell me what capability it implies and what it could mean for their roadmap.
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Give Radar context
Give Radar each competitor’s careers URL. It captures postings on a schedule, normalizes titles across wildly different naming conventions, and buckets them into functional themes so a surge in one area stands out against a company’s baseline hiring.
The signal is in the change, not the count. A company that always has ten infra roles open tells you nothing; the same company going from zero to five ML-infrastructure staff roles in a quarter is the flag. Tell Radar to weight net-new surges over steady-state volume.
Required contextA watch list of competitor careers-page URLsA definition of a surge, the cluster growth and seniority that should trip a flagOptional contextA mapping of role keywords to strategic themes, so clustering matches how you thinkSlack or email delivery, so flagged surges reach the strategy team as they appearA history window, so Radar compares this quarter against the same competitor a year agocompetitor-careers.csvtheme-map.mdSlack (optional) - 3
What Radar creates
Radar returns a short list of directional signals, each a competitor, the role cluster that surged, the capability it implies, and how far ahead of any public news you’re seeing it. Below is a captured scan that caught a competitor staffing up for ML infrastructure.
From Radar: Scanned 8 competitors’ job boards, 214 new postings, one high-confidence strategic surge.
214New postings clustered6 moLead time vs public news1High-confidence surge flaggedHigh-confidence strategic surges1 competitorCompetitor Cluster New roles (Q) Seniority Implied move Northwind CRM ML Infrastructure 7 Mostly staff / principal Building an in-house ML platform, likely an AI product line Emerging: watch next quarter2 competitorsCompetitor Cluster New roles (Q) Note Ferro Suite Enterprise security 3 Could signal a compliance / enterprise push Cobalt Cloud Developer relations 2 Early, may be routine backfill "Northwind has posted seven ML-infrastructure roles this quarter, mostly staff and principal, from essentially zero before. That’s an in-house ML platform being stood up. Want me to lay out what it likely means for their roadmap and where it overlaps ours?"
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Follow-up prompts
Turn the surge into a roadmap read
A flagged cluster is a starting point. Ask Radar to reason forward, what the hires imply about product direction, and where that collides with or opens space in your own roadmap.
Based on Northwind’s ML-infrastructure hiring surge, lay out the most likely product they’re building, the rough timeline the seniority mix implies, and where it overlaps our roadmap.
Feed the signal to partnerships
A competitor building a new capability changes who you should be talking to. Ask Radar to translate the surge into partnership implications before the market catches on.
Given Northwind’s move into ML infrastructure, suggest which partnerships or integrations we should lock in now to stay ahead of them, and which of their current partners might be in play.
Standing weekly signal digest
Save the watch and let it run. Radar delivers a weekly digest of new surges so the strategy team sees directional shifts accumulate instead of rediscovering them each planning cycle.
Save this as a weekly hiring-signal scan across the 8 competitors and send me a Friday digest of any new or strengthening surges, ranked by confidence.
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Tips and troubleshooting
Weight change over volume
The interesting signal is a company hiring where it never did before, not where it always has. Tell Radar to compare against each competitor’s own baseline so net-new surges rise above routine churn.
Seniority is the confidence dial
Five junior postings can be backfill; two principal roles in a new area is a bet. Ask Radar to weight staff-and-above hires more heavily when scoring how strategic a surge really is.
Map keywords to your own themes
Competitors title the same role a dozen ways. A theme map, "platform," "MLOps," "inference" all roll up to ML Infrastructure, keeps the clustering aligned with the categories your strategy team actually reasons in.
Ready to try it yourself?
Point Radar at your competitors’ job boards and read their strategy from who they hire, six months before the press release confirms it.
Run Radar