Tom Tunguz

JUNE 20, 2023

I think of marketing teams as hedge funds. Marketing teams develop a portfolio of different strategies to acquire leads. Some days, content marketing works. How do they differ from classic machine learning? A post challenging like this one hits HackerNews or a journalist covers the company. What are LLMs?

Marketing 194

Marketing Outsourced Development Machine Learning Artificial Intelligence 194

InsightSquared

JULY 14, 2020

All it needs is a little help from machine learning. Machine Learning Raises the Bar. This is where machine learning will change the game for you. Machine Learning Brings Intelligence to Forecasting. Machine Learning Provides Validation. The Common Sales Forecasting Misconception.

Machine Learning 62

Machine Learning Artificial Intelligence Forecasting Benchmarks 62

User Pilot

MAY 13, 2024

Is your team struggling to determine the return on investment (ROI) of product marketing strategies? Or are you looking for ways to improve the performance of your marketing campaigns? In either case, marketing analytics tools can come to your rescue. That, in turn, helps optimize your marketing strategies and budget allocation.

Software 104

Software Marketing Scale Social Media 104

Tom Tunguz

APRIL 4, 2017

Machine learning SaaS startups face another trust risk – one introduced by probability. Many machine learning systems also rely on probability. A programmer encodes a threshold into machine learning models. Machine learning SaaS companies must find equilibrium on this Goldilocks slackline.

Machine Learning 100

Machine Learning Artificial Intelligence Software Management 100

Tom Tunguz

MARCH 30, 2023

In response, startups must develop moats to stake out their market. Machine learning systems, like any complex program, benefit from more use. In addition, researchers have observed an emergent property of machine learning models : something we didn’t anticipate but we can see. What are these moats?

Artificial Intelligence 304

Artificial Intelligence AI Machine Learning Generative AI 304

User Pilot

MAY 10, 2023

Artificial intelligence is revolutionizing our everyday lives, and marketing is no different, with several examples of AI in marketing today. Marketers are now making AI an integral part of their marketing strategies. This article examines what artificial intelligence in marketing looks like today.

Artificial Intelligence 90

Artificial Intelligence AI Search AI Machine Learning 90

Tom Tunguz

MARCH 6, 2023

As machine learning becomes core to every product, engineering teams will restructure. In the past, the core engineering team & the data science/machine learning teams worked separately. LLM-features should contribute directly to revenue via upsell & market share, quieting questions.

Artificial Intelligence 209

Artificial Intelligence ChatGPT Engineering Machine Learning 209

Neil Patel

NOVEMBER 3, 2021

Data labeling turns raw data into useful information that can then be utilized for optimized marketing. You can decrease overall costs while improving efficiency and machine learning processes with the right platform on your side. The context is then used to train and develop machine learning algorithms.

Scale 125

Scale Outsourcing Services Artificial Intelligence Scaling 125

Tom Tunguz

DECEMBER 17, 2022

Machine learning models predict code, synthesize images, author blog posts reducing composition time by a factor of 2 or 3. Marketing becomes the first broad use case of web3 after Defi, catalyzed by the death of the third-party cookie. The fundraising market thaws, but at materially lower prices than the first half of 2022.

Software Review 257

Software Review Technical Review Machine Learning Artificial Intelligence 257

Tom Tunguz

MARCH 26, 2019

In early and developing markets, selling complete products is often a superior go to market strategy, rather than selling an innovation in a layer in the stack. In early markets, customers want to buy a car, not a better camshaft. Not every market will work this way. This is true for five reasons. Everything is brand-new.

Machine Learning 193

Machine Learning Artificial Intelligence Scale Marketing 193

Backlinkfy

JULY 13, 2018

Machine Learning and AI are set to assume incredibly prominent roles in the retail sector in the not so distant future. Machine Learning in Retail The retail space is undergoing a paradigm shift with innovative applications being tested out for machine learning and AI.

Machine Learning 40

Machine Learning Artificial Intelligence AI Search Social Media 40

Neil Patel

DECEMBER 23, 2020

What impact does it have on digital marketing? NLP vs. AI vs. Machine Learning. To a non-computer scientist, NLP sounds a lot like machine learning and AI. To understand their relationship, you need to understand a third term: deep learning. How it Is Now: The Effects of NLP on Digital Marketing.

Artificial Intelligence 145

Artificial Intelligence AI Search Scale Marketing 145

Unbounce

JULY 5, 2023

The more AI observes, the more it learns and improves. The never-ending evolution of AI-driven analytics is revolutionizing how marketers (like you!) We’re gonna explain the who, what, when, where, and why of AI analytics in marketing. How is AI used in marketing? How is AI data analysis used in marketing?

Artificial Intelligence 98

Artificial Intelligence AI Search AI Machine Learning 98

Tom Tunguz

DECEMBER 19, 2023

With 10 companies taken private, the market exceeded my prediction. The top two companies account for about one-third of that amount: WideOrbit (ad management for TV & radio) at $1.6b & Mosaic (machine learning platform) at $1.3b. Second, the significant stock market volatility makes valuing acquisitions difficult.

Machine Learning 223

Machine Learning Artificial Intelligence Startup Acquisition 223

How To Buy Saas

APRIL 16, 2024

These platforms have transformed the way cars are purchased and sold, extending global auto markets and bridging regional divides. Due to its worldwide reach, organizations and individuals now have more options to access markets that were previously closed off. They have truly revolutionized the automotive business.

Artificial Intelligence 52

Artificial Intelligence Automotive Technical Review Systems Review 52

SaaStr

APRIL 12, 2023

Even considering the more conservative fundraising market in 2023, there are opportunities for startups to get investor attention with AI. It’s simply a matter of watching your burn: “The main difference in the market between 2021 and today is that efficiency matters more than growth.” Sign up for free.

Generative AI 181

Generative AI AI Machine Learning Artificial Intelligence 181

Neil Patel

FEBRUARY 25, 2021

Here is where machine learning operations (MLOps) come in. In less simple terms, it’s a combination of machine learning, data engineering, and development operations. MLOps creates a lifecycle and a set of practices that apply to the development of machine learning systems. 5 Benefits of MLOps.

Machine Learning 114

Machine Learning Artificial Intelligence DevOps as a Service Marketing 114

Unbounce

JUNE 24, 2020

How often do you reflect on the ways technology changes your life as a marketer? We do our marketing… on the internet.”) Because when marketing meets AI , magic happens. To put it another way, marketing and AI is a love story for the ages. To put it another way, marketing and AI is a love story for the ages.

Artificial Intelligence 145

Artificial Intelligence AI Search Machine Learning Marketing 145

ReSci

MAY 29, 2017

Machine learning can help marketers of subscription e-commerce businesses by providing predictive insights. ReSci’s (Retention Science) new lifecycle marketing product Subscription. The post Machine Learning Predictions for Subscription Companies appeared first on ReSci.

Machine Learning 40

Machine Learning Artificial Intelligence Subscription Payment Features 40

Tom Tunguz

FEBRUARY 1, 2023

Incumbents have lept onto advances in generative machine learning more aggressively than any trend in recent technology history. As startups incorporate generative machine learning into their products or develop new products, understanding the competitive dynamic with incumbents will be more important than before.

AI 176

AI Machine Learning Artificial Intelligence Innovation 176

Unbounce

SEPTEMBER 28, 2021

As online competition intensifies and consumer expectations continue to evolve, Unbounce’s latest innovation is a crucial part of the company’s aggressive ambitions: To help small and midsize businesses (SMBs) optimize their marketing with AI marketing insights traditionally designed for large corporations.

AI 141

AI Machine Learning Artificial Intelligence Marketing 141

Tom Tunguz

JANUARY 23, 2023

I’m watching public company earnings to identify early weaknesses in the software market. Machine Learning is a Secular Platform Change & a Growth Driver for Software The age of AI is upon us, and Microsoft is powering it. This is about 12% of the global information security market according to Gartner.

Azure 239

Azure Underperforming Technical Team Machine Learning Artificial Intelligence 239

Tom Tunguz

MAY 15, 2023

the company has no plan/interest to staff a team to manage AI infrastructure or develop deep machine learning experience / expertise in-house. the company has no plan/interest to staff a team to manage AI infrastructure or develop deep machine learning experience / expertise in-house. When to choose a small model?

Artificial Intelligence 194

Artificial Intelligence AI Machine Learning Scale 194

Neil Patel

DECEMBER 21, 2020

You might not know that there is a subset of it that plays a vital part in digital marketing. Natural language generation has some incredible implications for your digital marketing campaigns. You can see why natural language generation is attractive to marketers. Then there’s machine learning. and what it can do.

Artificial Intelligence 144

Artificial Intelligence Marketing Machine Learning AI Search 144

User Pilot

NOVEMBER 30, 2023

How do product managers identify market gaps? TL;DR Market gaps are the disparities between what customers need and want , and what the market can deliver. A market gap can be caused by missing functionality or poor user experience. A market gap can be caused by missing functionality or poor user experience.

Underperforming Technical Team 105

Underperforming Technical Team Marketing Market Research Outsourced Development 105

SaaStr

NOVEMBER 8, 2022

Every leader needs to have a strategic playbook to build high-performing teams and retain top talent,” says Guan Wang, Global Director of Market Intelligence for Snowflake. . The post How To Build A High-Performing Team And Retain Top Talent with Snowflake Global Director of Market Intelligence Guan Wang (Video) appeared first on SaaStr.

Underperforming Technical Team 214

Underperforming Technical Team Technical Review Acquisition Company Culture 214

SaaStr

NOVEMBER 15, 2022

As Gleklen points out, he is impressed with the agility he sees in SaaS leaders when the market is less predictable: “I think the speed in which people have been able to move and adjust has been awesome to see.”. For example, data-centric and machine-learning businesses have high COGS early on, but they gain operating leverage at scale.

Metrics 219

Metrics Machine Learning Artificial Intelligence Technical Review 219

Unbounce

JANUARY 13, 2022

But as we look back at the past year, it’s clear that we’re still trying to navigate these uncharted waters—especially folks marketing for small businesses. 7 Marketing Trends You Gotta Know About For Your 2022 Strategy. And this isn’t the only privacy factor adding friction to your marketing. Please, just no more Tiger King.)

Marketing 144

Marketing AI Machine Learning Artificial Intelligence 144

Tom Tunguz

SEPTEMBER 26, 2022

Look no further than the massive companies pushing the public & the private market forward: Snowflake, Databricks, Amazon, Azure, Google Cloud. It’s quite possible that data products have created more market cap than any other subsegment of SaaS in the last five years. 2020 is the decade of data.

Data 230

Data Azure Machine Learning Artificial Intelligence 230

Unbounce

JULY 7, 2021

This is also where we believe digital marketing finds itself today —on the cusp of something new that’s about to overhaul traditional processes, manual data-crunching, and tedious testing by partnering up with artificial intelligence and machine learning. The Problem with Digital Marketing Today. Unbounce Survey].

Artificial Intelligence 145

Artificial Intelligence AI Search Marketing AI 145

Tom Tunguz

AUGUST 3, 2022

The problem extends beyond marketing & community building. Some use machine learning to identify profile pictures across services to canonicalize user identities - no doubt clever. Applications won’t trail far behind sending product, marketing, & support messages. It’s time web3 had its own.

Machine Learning 255

Machine Learning Artificial Intelligence Communication Customer Support 255

Unbounce

MAY 15, 2020

Just last year, almost a quarter of small businesses reported that finding the time and resources to focus on marketing is their top challenge. Another 33% said they aren’t sure if their marketing efforts are paying off. Marketers aren’t just struggling to invest time in creating great campaigns. Too expensive.

Artificial Intelligence 144

Artificial Intelligence Marketing Machine Learning AI 144

Sales Hacker

FEBRUARY 5, 2024

As a full stack marketer, Andy has re-architected six brands and identities, and built three funnels from the ground up. Andy co-Chairs the CMO group for Pavilion (6000+ GTM leaders) and is active in several marketing communities. Currently, he operates his own consultancy helping leaders with marketing strategy and AI in GTM.

AI 88

AI Generative AI Machine Learning Artificial Intelligence 88

Tom Tunguz

APRIL 3, 2023

I study them, benchmark them, analyze them, interview their leaders to understand their mechanics & share what I’ve learned on this blog. Machine Learning as a Force Multiplier : There are four types of machine learning: classification, prediction, interpretation, & generation.

Machine Learning 137

Machine Learning Artificial Intelligence Blockchain Benchmarks 137

Buffer Resources

JUNE 28, 2023

Just over a year ago, my role at Buffer shifted, and I became a Growth Marketing Manager working on Buffer’s Growth Marketing team. For Buffer’s Growth Marketing team, running experiments is fundamental to the way we work. To date, I’ve run 25 experiments in our Adwords account. Then the cycle starts again!

Marketing 107

Marketing Machine Learning Artificial Intelligence Scale 107

User Pilot

DECEMBER 21, 2023

The podcast’s range is impressive, covering everything from advanced machine learning concepts to more general interest subjects. Each episode is tailored to a wide audience, from marketing executives to educators. TL;DR Podcast.ai Podcast.ai Listen to AI podcast. #3: Listen to AI Podcast by NVIDIA. #5:

Artificial Intelligence 104

Artificial Intelligence Technical Review AI Technology 104

Kellblog

JANUARY 20, 2022

Years ago I wrote a post on what I call the fundamental tension in marketing : the gap between what we want to say and what our audience wants to hear. Our audience, on the other hand, barely understands AI/ML [1] and wants to hear about reducing the cost of carrying inventory and matching marketing programs to inventory levels [2].

Education 117

Education Marketing Automotive AI 117