--- title: "Blog | Datahyena" url: https://datahyena.com/blog/ description: "Notes on growth signals, data quality, and putting funding, M&A, and executive-move data to work." --- 23 posts Notes from the signal layer # The blog. Playbooks, teardowns, and field notes on growth signals and putting funding, M&A, and exec-move data to work. [Subscribe via RSS](https://datahyena.com/blog/rss.xml) 23 posts [gtm Aug 7, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/account-planning-with-funding-data) [funding Aug 5, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/how-vcs-and-recruiters-use-funding-signals) [data-quality Aug 2, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/build-vs-buy-funding-data-pipeline) [api Jul 31, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/webhooks-vs-polling-for-funding-events) [mcp Jul 28, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/funding-signals-in-your-ai-agent-with-mcp) [buying-signals Jul 26, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/hiring-signals-reading-headcount-growth) [data-quality Jul 23, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/entity-resolution-for-company-data) [data-quality Jul 21, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/deduplicating-funding-announcements) [playbook Jul 18, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/outbound-playbook-for-newly-funded-startups) [intent-data Jul 16, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/intent-data-vs-buying-signals) [gtm Jul 13, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/enrich-your-crm-with-funding-signals) [funding Jul 11, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/how-to-track-funding-rounds-in-real-time) [acquisitions Jul 8, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/acquisitions-and-ma-as-buying-signals) [gtm Jul 6, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/signal-based-selling-playbook) [funding Jul 3, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/crunchbase-alternatives-for-funding-data) [exec-moves Jul 1, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/executive-job-changes-as-a-sales-trigger) [api Jun 28, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/funding-data-api-guide) [funding Jun 26, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/funding-rounds-explained-seed-to-series-d) [funding Jun 23, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/why-newly-funded-companies-are-best-prospects) [funding Jun 21, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/how-to-find-companies-that-just-raised-funding) [buying-signals Jun 18, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/what-are-buying-signals-b2b-sales) [gtm Jun 2, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/growth-signals-worth-automating) [funding May 20, 2026 · Akash Rajpurohit ## 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. Read post →](https://datahyena.com/blog/anatomy-of-a-clean-funding-signal) No posts match "" Try a different keyword, or clear the search to see everything. ## Start pulling signals in minutes. Create a key, claim your 50 free credits, and make your first request today. No sales call, no credit card. [Get your API key →](https://app.datahyena.com/register) [Read the docs](https://datahyena.com/docs) 50 free credits · no credit card