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How to Use Generative AI and LLMs to Improve Search

TechEmpower SaaS

Rather than matching exact terms and requiring specific field values as inputs, it interprets and understands user queries, pinpointing the desired types or categories. Even if certain categories aren't predefined in the database, users still receive relevant product suggestions.

AI Search 519
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6 Questions Founders Should Ask Themselves to Drive Value from Generative AI with Base10 Partners

SaaStr

By observing these segments, you can glean lessons if you’re building in the same category. Within these categories, you have platforms, infrastructure, and applications. Platforms are the model layer, the Googles, Metas, and incumbents. Microsoft Google Meta Each is playing a different strategy.

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How Do I Develop Inbound Leads in a New Category?

SaaStr

Q: What’s the best way to develop inbound leads when creating a new market/product category? Category creation is hard because you have to build awareness of both a new vendor AND a new category. Write a truly awesome, canonical piece and Google will drive you leads here over time. The answer is you do All of It.

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Datadog, ZoomInfo, Atlassian, AWS: Epic Growth — But Some Real Headwinds For The First Time

SaaStr

I think we can learn the most from the #1 leaders in each category. With Datadog the clear leader in DevOps, it’s a great barometer of where the entire category is. So again, a category leader like Datadog is still growing at a jaw-dropping rate past $1B ARR. . — Jason Be Kind Lemkin (@jasonlk) October 27, 2022.

AWS 259
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Microsoft as a Mirror - What We Can Expect for SaaS in 2023

Tom Tunguz

Expected growth across segments is muted with an average of 5% growth across these B2B categories. Microsoft’s Ability to Cross-Sell its Suite is Driving Dominance in Many Categories GitHub is now home to 100 million developers. Azure ML revenue alone has increased more than 100 percent for five quarters in a row 4.

Azure 253
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Shopify Says eCommerce is Back. But AWS Says Cloud Under More Scrutiny.

SaaStr

This week we learned two things from the leaders in their categories: First, eCommerce is Back. Second, AWS, Azure and Google Cloud all grew nicely, and are still growing like a weed — but the growth rate slowed. Google Cloud actually accelerated growth at a $27B run-rate. — Jamin Ball (@jaminball) October 27, 2022.

AWS 233
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An AI Deep Dive with Lightspeed and Typeface: Embracing the Potential, Addressing the Challenges

SaaStr

CRM wasn’t a new category, but they were done on-premise. We still don’t know where the category winners will be. As a startup, can you ignore the investments of Salesforce, Google, or Microsoft? Typeface struck deep partnerships with Microsoft, Google, and Salesforce because distribution is the new product mode in GenAI.

AI 208