Stored-corpus frequency ranking

B2B signal records ranked within Intakra’s corpus

We ranked signal types in Intakra’s clean corpus of 1,414 detections. Frequency is not the same as predictive power, and source-link coverage is reported separately; the ranking shows which event types appear most often in this dataset.

01

Funding

428 signals · 30%

A funding round can create budget and urgency, but it becomes much stronger when paired with a concrete hiring, launch, or expansion signal.

How to act on it: Use the round as timing context, then lead with the business initiative the capital is funding.

02

Hiring surge

376 signals · 27%

A hiring surge shows where a company is actively building capacity, especially when the open roles sit inside the function your product supports.

How to act on it: Match the role family to your offer, then reference the operating pressure created by the buildout.

03

Product launch

294 signals · 21%

A product launch creates new acquisition, support, analytics, and operating demands that frequently require outside tools or services.

How to act on it: Connect your offer to the work required to distribute, support, or scale the newly launched product.

04

M&A

114 signals · 8%

M&A creates integration work, duplicated systems, process redesign, and a time-bound need to standardize operations.

How to act on it: Focus on the integration problem your offer removes rather than congratulating the company on the transaction.

05

Press mention

113 signals · 8%

Press coverage is useful context, but broad publicity is weaker than an event tied to budget, leadership, product, or headcount.

How to act on it: Treat press as corroboration and look for a second independent signal before prioritizing the account.

06

Exec change

69 signals · 5%

A new executive often brings a new mandate, budget review, and willingness to replace inherited systems.

How to act on it: Anchor outreach to the executive's remit and the first-quarter outcomes they are likely expected to deliver.

07

Layoffs

15 signals · 1%

Layoffs can signal an efficiency mandate, but they require careful qualification because budget and morale may both be constrained.

How to act on it: Only pursue the account when your offer directly reduces workload, consolidates tools, or supports the stated restructuring plan.

08

Tech change

3 signals · 0%

A detected technology change can reveal an active migration, a new operating model, or a vendor category already under review.

How to act on it: Verify the change from a public source and position your offer around the migration or consolidation window.

09

news

2 signals · 0%

This public event can indicate a change in priorities, resources, or operating conditions at the account.

How to act on it: Verify the original source and connect the event to a specific problem your offer solves before reaching out.

Methodology

What this ranking measures

Counts come from Intakra’s production signal table and exclude future-dated upstream artifacts. 100% of included signals carry a clickable public source across 403 outlets and feeds. Rankings describe observed frequency, not a universal conversion rate or a promise that any individual account will buy.

Prioritize account records for review

Intakra evaluates your target accounts, shows source links when available, and surfaces the companies with multiple independent signals first for review.

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