The blog.
Playbooks, teardowns, and field notes on growth signals and putting funding, M&A, and exec-move data to work.
36 posts
B2B lead generation with buying signals
A modern B2B lead generation guide built on buying signals, not static lists. Define your ICP, pick signals, filter to fit, score, and message on the trigger.
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How to sell to funded fintech companies
A focused playbook for selling to fintech companies right after they raise, with timing, what they buy, and how to tailor by stage.
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Apollo.io alternatives for signal-based selling
An honest look at Apollo.io alternatives for teams that want to drive outreach off fresh buying signals, not just a contact database.
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A lead scoring model that weights buying signals
Build a lead scoring model that blends fit with buying signals, so reps work accounts that fit and are in motion right now, first.
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Layoffs as a sales signal
Layoffs are a two-sided signal: a churn risk on existing accounts and an opening to sell tools that cut cost. Here is how to read them with tact.
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What is buyer intent data?
Buyer intent data shows which companies are researching or moving toward a purchase. Here are the main types, how they differ, and how to use them.
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ZoomInfo alternatives for funding signals
An honest look at ZoomInfo alternatives for teams that want fresh funding, M&A, and exec-move signals, not just a big contact database.
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How to sell to newly funded AI startups
A focused playbook for selling to AI startups right after they raise, with timing, what they buy, and how to tailor outreach by round stage.
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What is sales intelligence?
Sales intelligence is the data you use to find, prioritize, and reach buyers. Here are the five data types, what each is for, and how teams use them.
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Sales trigger events: the complete list
A scannable list of the main B2B sales trigger events, what each one signals about budget, and how fresh it needs to be to act on.
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Measuring the ROI of signal-based selling
How to measure whether signal-based outbound beats static-list outbound. The metrics that matter, a holdout test, and what to ignore.
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Down round vs bridge round: reading funding labels
What a bridge, extension, or down round tells a seller about a company's runway, momentum, and budget, and how to adjust your approach.
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How fresh does funding data need to be?
Freshness is the whole point of a signal. Here is how fast funding data needs to reach you by use case, and how to test a provider yourself.
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Account planning with funding data
Static account lists go stale fast. Here's how to score and rank accounts by funding signals, then keep your territory plan live as new events land.
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How VCs and recruiters use funding signals
Funding signals for VCs, recruiters, and corp-dev teams power deal sourcing, talent sourcing, and market mapping. Here is one real workflow per role.
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Build vs buy funding data: the real cost
Building a funding data pipeline is cheap to start and expensive to keep alive. Here's the honest build vs buy trade-off, with a comparison table.
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Webhooks vs polling for funding events
When to use webhooks and when to poll for funding events, with a clear trade-off table on latency, reliability, replay, and complexity.
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Funding signals in your AI agent with MCP
Connect funding and company signals to your AI agent with one config line, then ask in plain language. What MCP is, the tools, and a worked example.
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Hiring signals for sales: reading headcount growth
A jump in open roles flags a company that is scaling and spending. Here is how to read hiring signals and pair them with funding.
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Entity resolution for company data
One company shows up as Acme, Acme AI, Acme Inc, and acme.ai. Here's why they must resolve to a single record, and what breaks when they don't.
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How to deduplicate funding data
One funding round shows up as many rows in a raw feed. Here's why that happens, why naive matching fails, and what a good deduplicated event keeps.
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Outbound playbook for newly funded startups
A ready-to-run outbound sequence for companies that just raised, with day-by-day timing and message angles that change by round stage.
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Intent data vs buying signals
Intent data tracks research patterns. Buying signals are events that happened on a date. Here is how they differ and when each one earns its place.
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Enrich your CRM with funding signals
Attach funding events to the right accounts in your CRM, write back the fields that matter, and trigger plays the moment a round lands.
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How to track funding rounds in real time
Monthly funding lists arrive too late to act on. Here are the ways to get funding alerts within hours, and how to pick between polling and webhooks.
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Acquisitions and M&A as a buying signal
An acquisition shifts budgets, consolidates stacks, and opens vendor reviews. Here is what it tells you and how to time outreach to the deal.
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The signal-based selling playbook
A copy-this playbook to build outbound around buying signals instead of static lists. Pick signals, set a freshness rule, route, message, and measure.
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Crunchbase alternatives for funding data
An honest look at the options for funding data, by price, freshness, and self-serve API access, so you can pick the one that fits your job.
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Executive job changes as a sales trigger
A new executive re-evaluates inherited vendors in their first 90 days. Here is why a leadership change is a buying window, and how to act on it.
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The funding data API guide for developers
What a funding data API is, the fields a good one returns, how to evaluate one on freshness and resolution, and a worked example request and response.
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Funding rounds explained: seed to Series D
A plain guide to startup funding stages, from pre-seed to Series D and beyond, with typical round sizes and what each stage signals to a seller.
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Why newly funded companies are your best prospects
A fresh funding round is the strongest common buying signal. Here is the spend window, what funded companies buy, and how to prioritize by stage.
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How to find companies that just raised funding
Compare the real ways to find companies that just raised funding, the trade-offs of each, and the fastest reliable path to reach them in time.
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What are buying signals in B2B sales?
A buying signal is a real event that shows a company is about to spend. Here are the main types, why timing beats targeting, and how teams act on them.
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Five growth signals worth wiring into your GTM
Funding, M&A, and executive moves are the cleanest triggers for timing outreach and prioritizing accounts. Here's how teams actually use each one.
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The anatomy of a clean funding signal
A raw funding announcement and a clean, usable signal are not the same thing. Here's what separates one from the other, and why it matters for anything you build on top.
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