Data for GTM

Learn how to integrate B2B data APIs for lead scoring—covering enrichment architecture, waterfall logic, real-time vs. batch patterns, and model…

Q1. What Are the 8 Best B2B Data Enrichment APIs for GTM AI Agent Builders in 2026? Choosing a B2B data enrichment API is one of the highest-stakes infrastructure decisions a GTM engineering team makes in 2026. The wrong pick locks you into single-source coverage gaps, forces manual normalization across fragmented vendors, and stalls the […]

Q1. Why Does SOC 2 Compliance Matter Specifically for B2B Data Enrichment APIs? The Compliance Surface Area Nobody Talks About Every time you connect an enrichment API to your CRM, outbound sequences, or autonomous AI agents, you inherit that vendor’s security posture as your own. This isn’t theoretical; it’s how breach liability works. When your […]

TLDR: Q1. What API Latency Should You Expect from a B2B Data Enrichment API in Production? ⏰ Latency Compounds, And Agents Feel It First When your GTM agent runs a meeting prep workflow or scores an inbound lead, it doesn’t make one enrichment call. It makes 50, 100, sometimes 200 calls in a single run. […]

ChatGPT Apps are becoming a practical operating layer for sales teams, business owners, and marketing teams. Instead of jumping between tools, teams can now run more of their workflow directly inside ChatGPT. Below are 10 real ChatGPT Apps that matter for go-to-market teams, with a strong focus on execution, not just analysis. 1. Vibe Prospecting […]

Claude’s connector ecosystem keeps expanding. Anthropic’s directory now lists over 300 third-party connectors used by millions of people every day, spanning revenue tools, creative software, developer platforms, and everyday consumer apps. Connectors work across Claude, Claude Desktop, Claude Code, Cowork, and the API, and once connected, Claude can bring a tool into a conversation on […]

Not all data is the same. It comes in all shapes and sizes, structured and unstructured, historical and real-time, spatiotemporal and more, and from a wide variety of sources. This data is used to gain insights into activities both inside and outside of an organization. The two main sources of information that an organization uses […]

Unique data can drive differentiation and unlock competitive advantages for businesses today. Many organizations struggle with finding the right data among the disparate data providers and marketplace ecosystem. In  marketing, the strategy always needs to be data-driven. The B2B marketing landscape is constantly evolving, making it hard to make accurate predictions and forecasts based on […]

Using the right data signals to boost eCommerce sales eCommerce businesses today recognize that predictive analytics – a discipline that helps marketers use customer data to improve personalization, understand user behavior, and anticipate customer needs – has the power to drive significant business growth. In the present climate, specifically post-pandemic, historical data is insufficient predict […]

How eCommerce companies can build better data-driven marketing strategies eCommerce, fueled by increasing technological development and globalization, has seen steady growth over the past decade. COVID-19 further boosted this trend—even the most ardent brick-and-mortar advocates were suddenly forced to buy goods online. Direct-to-consumer (DTC) eCommerce is a major part of online retail today, and it […]

Staying ahead of the curve in marketing becomes more challenging all the time. From perfectly tailored ads to personalized deals, customers have high expectations. Up-and-coming competitors are constantly nipping at your heels for market share. As margins are squeezed and brands fight it out for eyeballs, only the most innovative and agile can seize emerging […]

Machine learning (ML) and marketing operations go hand in hand. But are you confident you have all the data you need to support your marketing automation tools? If you can’t find it from inside the organization, do you know where else to look? The chances of being able to answer all your business-critical questions with […]

Black Friday is just around the corner, and while for many retailers it’s the most wonderful time of the year, for others it’s the most anxious. Websites and physical stores are raising their optimization game, seeking to direct the spike in customers to their own outlets. Those who aren’t sure how to compete are set […]

With the increasingly digital lean in marketing, it’s easy to assume that the “old ways” like direct mail are going the way of the dodo. While it might be tempting to agree, given the almost monolithic focus we put on digital channels, you might be surprised to find that direct mail is doing just fine. […]

For years, the retail sector has fretted over the decline of brick-and-mortar stores, but thanks to the global pandemic, in-person shopping may have come to an end sooner than anyone could have imagined. With stores closing en masse and internet purchases soaring during the shutdown, there’s more competition than ever to provide an online experience […]

AI marketing automation has completely changed the game for digital marketers, allowing you to launch and scale campaigns swiftly, try out different ideas, and pivot quickly as new opportunities arise. The time-saving and cost-cutting potential is enormous. To really get the most out of your campaigns, though, you need data science. That’s because automating marketing […]