Connect with us

MARKETING

How Learning Python Can Improve Your PPC Campaigns

Published

on

Python has a major focus in SEO but what about PPC? The two disciplines are often treated as polar opposites but they share common goals and adding a bit of Python to a PPC campaign can do wonders for improving conversions, CTR, and time spent.

But before we have a look at how Python can boost your PPC performance, we need to outline what the language is all about.

What is Python?

Python is a programming language created by Guido van Rossum in the 1980s and publicly released in 1991. van Rossum wanted Python to emphasize code readability with five philosophical pillars:

  • Beautiful is better than ugly
  • Explicit is better than implicit
  • Simple is better than complex
  • Complex is better than complicated
  • Readability counts

Its structure and syntax help users to write logical code regardless of project size.

Companies that use Python include Google (naturally), Netflix, YouTube, NASA, IBM, Mozilla, and Disney.

Is it easy to learn?

The entry-level for Python is very low. Everything is based on logic and the language shares a lot of its syntax with other well-known languages such as JavaScript and C++. And if there isn’t a function that can solve your problem, you can create your own.

How do I install it?

As Jacob Fairclough said, Python can be difficult to install for some users. But that depends on your operating system.

For most Mac users, Python comes built-in so you can use your Terminal to access it. That’s not the case for Windows users. The recommended way is via Anaconda as this also installs a lot of useful libraries to use (which I’ll explain in more detail later).

Google has its own environment as well called Google Colab.

Python techniques to help your PPC campaigns

In the words of Aristotle, “for the things we have to learn before we can do them, we learn by doing them”. And Python is no exception. Practicing Python in SEO is common practice and it’s the same for PPC.

Understanding other languages is important but Python can save professionals a lot of time by automating jobs that would normally take hours.

The amount of data you can obtain from a PPC campaign can grow very quickly so a way to organize and automate it into a logical structure would make everyone’s lives a lot easier in the long run.

Two of the biggest applications of Python are AI and machine learning and they’re also the main bridges between the language and PPC. As Danielle Strouther said in her article AI For PPC Is Only Useful If You Use External Tools, “using AI for PPC is no longer an option. It’s a necessity.” So that’s what we’ll look at – integrating Python with external tools and software.

Other things you can do with Python that can help you with PPC management includes:

  • Data scraping
  • Data analysis and mining
  • Data visualization
  • Natural language processing (NLP)

Python + Google Ads

We all know how laborious Google Ads management can be. So Google created an API for its ad platform so users can automate a wide range of PPC-related tasks. You can find a list of them on the Client Library page.

One programmer created a script for KPI reporting which would come in handy for clients, shareholders, and colleagues.

Python + Google Search Console

When you write PPC ads, you want them to convert so your ROI can be as high as possible. Search data from Search Console can help find areas to improve or examples of success to capitalize on.

Passion Digital created a script that analyses search queries from Search Console to gain insights to improve SEO and PPC performance. It does this by finding keywords and phrases with poor conversion rates and CPA using those terms.

Python + Excel/Google Sheets

One of the most common Python workflow combos involves Excel and Google Sheets.

As data can be exported as CSV files and spreadsheets by most external tools, it’s easy to import them into a spreadsheet program. And Python loves data.

The list of ways to use Python and Excel with PPC data is exhaustive. You could use it to project future trends, CTR prediction, campaign creation, keyword generation, bid modifying, account structure analysis, customer match lists, geolocation targeting.

Python + Google Data Studio

Google Data Studio is a powerful tool for data visualization and it’s free to use. So combining it with Python means a streamlined approach to data viz and reporting.

There are also paid tools like Panoply which can integrate Data Studio and Python along with a multitude of services like Salesforce, Zendesk, and Google Analytics. Suddenly you have a large network of data from every department – sales, dev, customer support, project management, design, web analytics. Phew!

You can even spy on your competitors using Python and create PPC reports and graphs with Data Studio to show the results.

Python + Google

The SERPs are more than just a display of results. They can be used as their own data source and give an insight into how well you and your competitors are doing.

With APIs like Serpstack, you can extract data about ads from any SERP and analyze things like position, title and description optimization, sitelinks, and displayed URLs. You can also leverage this with organic results to find new potential keywords you can bid on and improve your campaigns.

Python + Facebook

In 2017, Facebook made its Prophet open source. The forecasting tool is accessible through Python and R (another programming language) and is optimized for businesses to forecast trends, whether they’re hourly, daily, weekly, or seasonal.

It’s highly advanced and mainly for large scale business use but if you have the expertise and the resources, Prophet has the potential to streamline major paid campaigns.

Useful libraries, modules, and APIs

Vanilla Python can do most jobs but its power lies in all the libraries, modules and APIs you can use. Although they all share similarities, they’re all different additions. A module is a Python file containing functions, variables, and methods, a library is a collection of modules and pre-defined functions that let you perform actions without writing the code yourself, while an API is an interface set of standards and instructions.

Here’s a list of some useful ones you can use.

  • Pandas (library) – Pandas is an open-source library that makes data structures and data analysis tools. You can make tables, create ordered and unordered data series and “dataframes”, join, merge, and split them. It’s probably the most flexible data analysis tool to have if you’re using Python.
  • CSV (module) – This module goes hand-in-hand with pandas as it allows you to export data into a CSV.
  • Requests (library) – Requests is a must if you’re scraping web data. It sends requests to HTTP pages, allowing you access to pull anything from a webpage. If you’re planning to scrape SERP data, it’s an essential library to use.
  • Beautiful Soup (library) – Beautiful Soup is the companion to requests, letting you take out everything inside an HTTP page.
  • Serpstack (API) – The serpstack API allows you to scrape Google SERP data in real-time and at scale and it lets you export the data in JSON and CSV formats (depending on your account level).
  • Google APIs (API) – Google being Google, they have a library of APIs you can use for all kinds of things.
  • TensorFlow (library) – One of the best libraries for machine learning.
  • SciKit Learn (library) – Another machine learning library for predictive data analysis

Other resources

Summary

Learning a programming language can seem daunting but Python is one of the easiest and most accessible languages out there. Its automation and analysis capabilities have a wide range of uses and it can help to simplify complex data and automate time-consuming tasks. Nobody wants to make their jobs harder!

If I had to give some takeaway advice to remember while you learn, I’d say:

Don’t let FOMO get to you

When I started learning Python, I got carried away with jumping into projects without knowing all the techniques. Everyone on Twitter was making amazing scripts and I was still learning about lists and loops. But then I realized I was never going to get to their level by copying and pasting when I didn’t understand. So I went back to my course and focused solely on that.

Fully understanding the basics is the only way you’ll be able to build up to the advanced techniques. And there’s no expiration date on education.

Practice, practice, practice

Most courses come with practice examples. Aside from those, you should always test what you’ve learned. It doesn’t have to be part of a big project, just something small so you can get the hang of the techniques.

Stay curious

Learning something new isn’t always easy. You’ll get frustrated when things don’t work and you may need some time away if it gets too much. But never lose your curiosity. Programming languages have so many applications and some haven’t even been discovered yet. Stay curious and you might find one.

Find others who are learning

Communities are great places to improve your learning. Here are some great places to collaborate and grow with Python:

Sign up to the Python Weekly newsletter

PPChero.com

Keep an eye on what we are doing
Be the first to get latest updates and exclusive content straight to your email inbox.
We promise not to spam you. You can unsubscribe at any time.
Invalid email address

MARKETING

18 Events and Conferences for Black Entrepreneurs in 2024

Published

on

18 Events and Conferences for Black Entrepreneurs in 2024

Welcome to Breaking the Blueprint — a blog series that dives into the unique business challenges and opportunities of underrepresented business owners and entrepreneurs. Learn how they’ve grown or scaled their businesses, explored entrepreneurial ventures within their companies, or created side hustles, and how their stories can inspire and inform your own success.

It can feel isolating if you’re the only one in the room who looks like you.

(more…)

Keep an eye on what we are doing
Be the first to get latest updates and exclusive content straight to your email inbox.
We promise not to spam you. You can unsubscribe at any time.
Invalid email address
Continue Reading

MARKETING

IAB Podcast Upfront highlights rebounding audiences and increased innovation

Published

on

IAB podcast upfronts in New York

IAB podcast upfronts in New York
Left to right: Hosts Charlamagne tha God and Jess Hilarious, Will Pearson, President, iHeartPodcasts and Conal Byrne, CEO, iHeartMedia Digital Group in New York. Image: Chris Wood.

Podcasts are bouncing back from last year’s slowdown with digital audio publishers, tech partners and brands innovating to build deep relationships with listeners.

At the IAB Podcast Upfront in New York this week, hit shows and successful brand placements were lauded. In addition to the excitement generated by stars like Jon Stewart and Charlamagne tha God, the numbers gauging the industry also showed promise.

U.S. podcast revenue is expected to grow 12% to reach $2 billion — up from 5% growth last year — according to a new IAB/PwC study. Podcasts are projected to reach $2.6 billion by 2026.

The growth is fueled by engaging content and the ability to measure its impact. Adtech is stepping in to measure, prove return on spend and manage brand safety in gripping, sometimes contentious, environments.

“As audio continues to evolve and gain traction, you can expect to hear new innovations around data, measurement, attribution and, crucially, about the ability to assess podcasting’s contribution to KPIs in comparison to other channels in the media mix,” said IAB CEO David Cohen, in his opening remarks.

Comedy and sports leading the way

Podcasting’s slowed growth in 2023 was indicative of lower ad budgets overall as advertisers braced for economic headwinds, according to Matt Shapo, director, Media Center for IAB, in his keynote. The drought is largely over. Data from media analytics firm Guideline found podcast gross media spend up 21.7% in Q1 2024 over Q1 2023. Monthly U.S. podcast listeners now number 135 million, averaging 8.3 podcast episodes per week, according to Edison Research.

Comedy overtook sports and news to become the top podcast category, according to the new IAB report, “U.S. Podcast Advertising Revenue Study: 2023 Revenue & 2024-2026 Growth Projects.” Comedy podcasts gained nearly 300 new advertisers in Q4 2023.

Sports defended second place among popular genres in the report. Announcements from the stage largely followed these preferences.

Jon Stewart, who recently returned to “The Daily Show” to host Mondays, announced a new podcast, “The Weekly Show with Jon Stewart,” via video message at the Upfront. The podcast will start next month and is part of Paramount Audio’s roster, which has a strong sports lineup thanks to its association with CBS Sports.

Reaching underserved groups and tastes

IHeartMedia toasted its partnership with radio and TV host Charlamagne tha God. Charlamagne’s The Black Effect is the largest podcast network in the U.S. for and by black creators. Comedian Jess Hilarious spoke about becoming the newest co-host of the long-running “The Breakfast Club” earlier this year, and doing it while pregnant.

The company also announced a new partnership with Hello Sunshine, a media company founded by Oscar-winner Reese Witherspoon. One resulting podcast, “The Bright Side,” is hosted by journalists Danielle Robay and Simone Boyce. The inspiration for the show was to tell positive stories as a counterweight to negativity in the culture.

With such a large population listening to podcasts, advertisers can now benefit from reaching specific groups catered to by fine-tuned creators and topics. As the top U.S. audio network, iHeartMedia touted its reach of 276 million broadcast listeners. 

Connecting advertisers with the right audience

Through its acquisition of technology, including audio adtech company Triton Digital in 2021, as well as data partnerships, iHeartMedia claims a targetable audience of 34 million podcast listeners through its podcast network, and a broader audio audience of 226 million for advertisers, using first- and third-party data.

“A more diverse audience is tuning in, creating more opportunities for more genres to reach consumers — from true crime to business to history to science and culture, there is content for everyone,” Cohen said.

The IAB study found that the top individual advertiser categories in 2023 were Arts, Entertainment and Media (14%), Financial Services (13%), CPG (12%) and Retail (11%). The largest segment of advertisers was Other (27%), which means many podcast advertisers have distinct products and services and are looking to connect with similarly personalized content.

Acast, the top global podcast network, founded in Stockholm a decade ago, boasts 125,000 shows and 400 million monthly listeners. The company acquired podcast database Podchaser in 2022 to gain insights on 4.5 million podcasts (at the time) with over 1.7 billion data points.

Measurement and brand safety

Technology is catching up to the sheer volume of content in the digital audio space. Measurement company Adelaide developed its standard unit of attention, the AU, to predict how effective ad placements will be in an “apples to apples” way across channels. This method is used by The Coca-Cola Company, NBA and AB InBev, among other big advertisers.

In a study with National Public Media, which includes NPR radio and popular podcasts like the “Tiny Desk” concert series, Adelaide found that NPR, on average, scored 10% higher than Adelaide’s Podcast AU Benchmarks, correlating to full-funnel outcomes. NPR listeners weren’t just clicking through to advertisers’ sites, they were considering making a purchase.

Advertisers can also get deep insights on ad effectiveness through Wondery’s premium podcasts — the company was acquired by Amazon in 2020. Ads on its podcasts can now be managed through the Amazon DSP, and measurement of purchases resulting from ads will soon be available.

The podcast landscape is growing rapidly, and advertisers are understandably concerned about involving their brands with potentially controversial content. AI company Seekr develops large language models (LLMs) to analyze online content, including the context around what’s being said on a podcast. It offers a civility rating that determines if a podcast mentioning “shootings,” for instance, is speaking responsibly and civilly about the topic. In doing so, Seekr adds a layer of confidence for advertisers who would otherwise pass over an opportunity to reach an engaged audience on a topic that means a lot to them. Seekr recently partnered with ad agency Oxford Road to bring more confidence to clients.

“When we move beyond the top 100 podcasts, it becomes infinitely more challenging for these long tails of podcasts to be discovered and monetized,” said Pat LaCroix, EVP, strategic partnerships at Seekr. “Media has a trust problem. We’re living in a time of content fragmentation, political polarization and misinformation. This is all leading to a complex and challenging environment for brands to navigate, especially in a channel where brand safety tools have been in the infancy stage.”



Dig deeper: 10 top marketing podcasts for 2024

Source link

Keep an eye on what we are doing
Be the first to get latest updates and exclusive content straight to your email inbox.
We promise not to spam you. You can unsubscribe at any time.
Invalid email address
Continue Reading

MARKETING

Foundations of Agency Success: Simplifying Operations for Growth

Published

on

Foundations of Agency Success: Simplifying Operations for Growth

Foundations of Agency Success Simplifying Operations for Growth

Why do we read books like Traction, Scaling Up, and the E-Myth and still struggle with implementing systems, defining processes, and training people in our agency?

Those are incredibly comprehensive methodologies. And yet digital agencies still suffer from feast or famine months, inconsistent results and timelines on projects, quality control, revisions, and much more. It’s not because they aren’t excellent at what they do. I

t’s not because there isn’t value in their service. It’s often because they haven’t defined the three most important elements of delivery: the how, the when, and the why

Complicating our operations early on can lead to a ton of failure in implementing them. Business owners overcomplicate their own processes, hesitate to write things down, and then there’s a ton of operational drag in the company.

Couple that with split attention and paper-thin resources and you have yourself an agency that spends most of its time putting out fires, reacting to problems with clients, and generally building a culture of “the Founder/Creative Director/Leader will fix it” mentality. 

Before we chat through how truly simple this can all be, let’s first go back to the beginning. 

When we start our companies, we’re told to hustle. And hustle hard. We’re coached that it takes a ton of effort to create momentum, close deals, hire people, and manage projects. And that is all true. There is a ton of work that goes into getting a business up and running.

1715505963 461 Foundations of Agency Success Simplifying Operations for Growth1715505963 461 Foundations of Agency Success Simplifying Operations for Growth

The challenge is that we all adopt this habit of burning the candle at both ends and the middle all for the sake of growing the business. And we bring that habit into the next stage of growth when our business needs… you guessed it… exactly the opposite. 

In Mike Michalowitz’s book, Profit First he opens by insisting the reader understand and accept a fundamental truth: our business is a cash-eating monster. The truth is, our business is also a time-eating monster. And it’s only when we realize that as long as we keep feeding it our time and our resources, it’ll gobble everything up leaving you with nothing in your pocket and a ton of confusion around why you can’t grow.

Truth is, financial problems are easy compared to operational problems. Money is everywhere. You can go get a loan or go create more revenue by providing value easily. What’s harder is taking that money and creating systems that produce profitably. Next level is taking that money, creating profit and time freedom. 

In my bestselling book, The Sabbatical Method, I teach owners how to fundamentally peel back the time they spend in their company, doing everything, and how it can save owners a lot of money, time, and headaches by professionalizing their operations.

The tough part about being a digital agency owner is that you likely started your business because you were great at something. Building websites, creating Search Engine Optimization strategies, or running paid media campaigns. And then you ended up running a company. Those are two very different things. 

1715505964 335 Foundations of Agency Success Simplifying Operations for Growth1715505964 335 Foundations of Agency Success Simplifying Operations for Growth

How to Get Out of Your Own Way and Create Some Simple Structure for Your Agency…

  1. Start Working Less 

I know this sounds really brash and counterintuitive, but I’ve seen it work wonders for clients and colleagues alike. I often say you can’t see the label from inside the bottle and I’ve found no truer statement when it comes to things like planning, vision, direction, and operations creation.

Owners who stay in the weeds of their business while trying to build the structure are like hunters in the jungle hacking through the brush with a machete, getting nowhere with really sore arms. Instead, define your work day, create those boundaries of involvement, stop working weekends, nights and jumping over people’s heads to solve problems.

It’ll help you get another vantage point on  your company and your team can build some autonomy in the meantime. 

  1. Master the Art of Knowledge Transfer

There are two ways to impart knowledge on others: apprenticeship and writing something down. Apprenticeship began as a lifelong relationship and often knowledge was only retained by ONE person who would carry on your method.

Writing things down used to be limited  (before the printing press) to whoever held the pages.

We’re fortunate that today, we have many ways of imparting knowledge to our team. And creating this habit early on can save a business from being dependent on any one person who has a bunch of “how” and “when” up in their noggin.

While you’re taking some time to get out of the day-to-day, start writing things down and recording your screen (use a tool like loom.com) while you’re answering questions.

1715505964 938 Foundations of Agency Success Simplifying Operations for Growth1715505964 938 Foundations of Agency Success Simplifying Operations for Growth

Deposit those teachings into a company knowledge base, a central location for company resources. Some of the most scaleable and sellable companies I’ve ever worked with had this habit down pat. 

  1. Define Your Processes

Lean in. No fancy tool or software is going to save your company. Every team I’ve ever worked with who came to me with a half-built project management tool suffered immensely from not first defining their process. This isn’t easy to do, but it can be simple.

The thing that hangs up most teams to dry is simply making decisions. If you can decide how you do something, when you do it and why it’s happening that way, you’ve already won. I know exactly what you’re thinking: our process changes all the time, per client, per engagement, etc. That’s fine.

Small businesses should be finding better, more efficient ways to do things all the time. Developing your processes and creating a maintenance effort to keep them accurate and updated is going to be a liferaft in choppy seas. You’ll be able to cling to it when the agency gets busy. 

“I’m so busy, how can I possibly work less and make time for this?”

1715505964 593 Foundations of Agency Success Simplifying Operations for Growth1715505964 593 Foundations of Agency Success Simplifying Operations for Growth

You can’t afford not to do this work. Burning the candle at both ends and the middle will catch up eventually and in some form or another. Whether it’s burnout, clients churning out of the company, a team member leaving, some huge, unexpected tax bill.

I’ve heard all the stories and they all suck. It’s easier than ever to start a business and it’s harder than ever to keep one. This work might not be sexy, but it gives us the freedom we craved when we began our companies. 

Start small and simple and watch your company become more predictable and your team more efficient.


Disruptive Design Raising the Bar of Content Marketing with Graphic

Source link

Keep an eye on what we are doing
Be the first to get latest updates and exclusive content straight to your email inbox.
We promise not to spam you. You can unsubscribe at any time.
Invalid email address
Continue Reading

Trending