31.3.17

The hype and reality of artificial intelligence [Podcast]

It’s one of the hottest terms in marketing today: artificial intelligence (AI). It seems like almost everyone in the martech space is claiming to offer AI as part of their products and platforms, but behind the scenes there’s not even much agreement on what constitutes artificial intelligence.

In our latest Marketing Land Live podcast, we invite you to put on your thinking caps. Marketing Land’s Barry Levine visits with Scott Brinker, CTO of Ion Interactive and program chair for our upcoming MarTech conference, for a high-level discussion about the hype and reality of artificial intelligence and its role in digital marketing today and tomorrow. The conversation covers questions including:

  • What is artificial intelligence capable of today?
  • How are marketers currently using AI, and how might it expand in the future?
  • Are we at a tipping point for artificial intelligence?
  • Will AI simplify life for marketers or make it more complicated?

This week’s show runs about 34 minutes. You can listen here or use the link below to subscribe via your favorite podcast service.

We invite you to subscribe via iTunes or Google Play Podcasts.

Show notes

This new AI-powered social marketing tool can predict engagement or write the post for you

Martech Today: Machine Learning & Artificial Intelligence archives

Thanks for listening! Join us again next week for another episode of Marketing Land Live.

[This article first appeared on Marketing Land.]




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April Fools’ Day 2017: Google Maps gets it started with Ms. Pac-Man

If you thought you would avoid April Fools’ Day gags and pranks this year because the actual day falls on a Saturday, think again. C’mon now, Google and other search/marketing/tech companies have a history of starting their (attempts at) fun and games a day or two before April 1, and this year is no exception.

Here’s a look at what we’ve found so far, and we’ll do our best to keep this updated throughout the day … for better or worse.

Google Maps plays Ms. Pac-Man

First out of the gate, as far as we can tell, is Google Maps. It has a history of getting involved in fun and games, like last year’s gag when the Street View “pegman” was dressed in disco attire. This year, it’s added a playable version of Ms. Pac-Man right on top of whatever map you’re viewing. Just click the little Ms. Pac-Man button and start playing; the app even keeps score as you move along local roads and try to avoid death.

If you’ve found others that we haven’t listed — from Google, Facebook, Twitter, Amazon or others — feel free to drop us an email at tips@marketingland.com. Thanks!




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Pinterest gets a new venue for its search ads with Samsung Galaxy S8 integration of Lens

Samsung, looking to make its new Galaxy S8/S8 Plus as uniquely intelligent as possible, announced this week that it has integrated Pinterest’s visual search technology into its device.

The tech, based on the recently introduced Pinterest Lens capability, allows a user to conduct image searches of related Pinterest-based image content. A user first clicks the physical button for Samsung’s new Bixby smart assistant, then takes a photo with the camera app and sees related material.

The tech is also available through the phone’s photo gallery for existing images, or via the onboard Samsung internet browser for web image-based searching or browsing.

The image search can find similar objects, places to buy the product, the object in different contexts (like differently decorated living rooms for the same sofa or different outfits for the same pair of shoes), or related recipes if the object is a food item.

While the Lens tech is also available on any iOS or Android phone via the Pinterest app, this is the first time’s it’s been embedded into a phone. A Pinterest spokesperson told me that, while Lens is in beta, the underlying tech used in the S8 is out of beta. Pinterest also said it currently has no plans to utilize the tech with any other device maker, and added via email:

Early results show Pinners are largely Lensing fashion items and home decor inspiration for their homes. A surprising use case we’re also seeing a lot of is art.

The related ideas build on a repository of more than 100 billion ideas related to content found by 150 million Pinterest users worldwide. For its part, Pinterest and its growing ad business get access to the users of Samsung’s newest mobile device, who don’t need to download an app to utilize this Pinterest feature.

The Lens announcement was made at Samsung’s Unpacked launch event on Wednesday for the Galaxy S8, and the camera is expected to go on sale later this month.




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Paid search analytics: What treasures are hiding in your data?

On the surface, paid search analytics seems pretty straightforward. You just drop a code snippet on your page and go, right?

Unfortunately, while setting up paid search analytics is fairly simple, using that data in a way that benefits your business can be quite challenging. Few people get into marketing because they think, Gee, I sure love number crunching!

However, while setting up and evaluating analytics data may not be the sexiest part of marketing, if you aren’t taking the time to understand your paid search analytics, you could be missing major opportunities in your paid search account.

To show you why, let’s take a look at some case studies.

Attribution problems

A few months back, we started working with a new client. They had spent about $50,000 on AdWords over the course of about seven months, and their account seemed to be in decent shape. Things were working acceptably well, but they were hoping that we could help them take things up a notch.

In addition to paid search, this client had also hired an SEO agency and invested quite a bit into driving organic traffic to their site. That seemed to be working fairly well, too, so it looked like everything was running smoothly.

Well, looks can be deceiving.

Although they were technically “tracking conversions” in Google Analytics, they hadn’t kept a close eye on how GA was attributing those conversions and didn’t realize that a lot of paid search leads were being improperly attributed to organic traffic. In addition, they weren’t tracking calls — one of their most important sources of leads.

As a result, we initially had a bit of a hard time optimizing the campaigns. We’d make strategic moves in their AdWords account, and… organic leads would increase.

That was a problem.

The longer we worked on the account, the more frustrated we became. Something just didn’t seem right. Finally, we convinced the client to let us set up call tracking and take a hard look at their Google Analytics configuration. Once we saw what the situation was, it didn’t take us long to figure out the problem and get things sorted out.

That was when things got interesting.

Before we fixed their conversion tracking, our paid search campaigns were averaging around 28 leads per month. That meant our cost per lead was about $286:

After we fixed the attribution problem, the same campaigns drove 129 leads at a cost per lead of $73:

Now, admittedly, some of that increase was due to the fact that we were now tracking phone calls. However, the combination of inaccurate attribution and incomplete conversion tracking meant that our client had been underestimating their paid search performance by a significant amount.

And, to make things even better, now that we could actually see which keywords, ads and campaigns were driving conversions, we were able to start optimizing their AdWords account.

In less than five months, we more than doubled their conversion volume while cutting their cost per lead by around 20 percent.

But imagine what would have happened if we hadn’t invested time into looking at this client’s analytics setup. No matter what we did, we never would have been able to drive decent results, and SEO would have kept looking more and more effective.

After a few months, the client might have given up on AdWords entirely in favor of driving more organic traffic only to discover that — inexplicably — their SEO lead volume disappeared! However, by taking the time to assess and refine their analytics setup, we were able to identify the true source of their leads and use that information to deliver even better results from their AdWords account.

Misdirected ad spend

A couple of years ago, I did an audit for a potential client. Unlike the client in the preceding example, this company had good analytics data — they just weren’t using it effectively.

When they came to Disruptive, they were in a bit of a frustrating situation. Their campaigns were driving a lot of high-value sales, but they just couldn’t seem to get their campaigns to produce better than break-even results.

In fact, the month before they approached us, they had tried to solve the problem by increasing their budget by 30 percent. Unfortunately, if you don’t make money on a sale, it doesn’t matter whether you have 100 sales or 130 sales — you still won’t make money!

I’ll admit it: their situation didn’t make a lot of sense to me. Over the past 90 days, their ads had received almost 100,000 clicks, and they had a conversion rate of 17.44 percent. For most businesses, that would be a major win!

So, I asked the million-dollar question: “How many of those conversions are actually turning into sales?”

As it turned out, only 1 percent of their leads became paying customers.

With that one discovery, it became clear what the problem was. They were paying for the wrong traffic and the wrong conversions. I dug deeper and discovered that well over 40 percent of their budget was paying for clicks and conversions that never turned into sales.

In other words, by adjusting their targeting in fairly simple ways, they could have redirected that wasted ad spend and cut their cost-per-sale by 40 percent while increasing sales by 24 percent! All they had to do was use the conversion data they already had on hand.

Growth opportunities

Early in my career, I had an AdWords client who worked in an incredibly competitive industry. In fact, during the first year that I worked with them, their cost per click, cost per conversion and cost per sale doubled.

And I couldn’t seem to do anything about it!

Now, the client had a great sales team and excellent margins, so my campaigns were profitable, but watching my cost per sale inch its way upward every month drove me crazy. I don’t like losing, and I hate “unsolvable” problems, so I started poring through my client’s analytics data in search of a clever way to turn things around.

As I hunted through the data for options, I discovered something unusual. A large number of our clicks and conversions were coming from search terms that had little to do with our core offering. However, these search terms indicated a big market need for a service that my client could easily provide.

More importantly, no one else in the industry was competing on those search terms, which meant our cost per conversion was 67 percent lower.

I talked to my client and explained the gold mine I had just uncovered. He decided to create a new offering around the opportunity, and I built out campaigns focused on addressing this unmet need.

In a matter of days, our cost per conversion dropped through the floor:

We had so many cheap, high-quality leads that the issue changed from “How do we cut cost per lead?” to “How do we hire enough sales people to field all these leads?”

For this client, going through their analytics data uncovered a growth opportunity that took their company from 25 employees to over 250 employees. They made millions in profit and received multiple rounds of VC funding.

Conclusion

While setting up paid search analytics may be straightforward, if you aren’t using your data effectively, you may be missing out on major opportunities to improve the performance of your paid search account.

It may not be the most exciting part of running a paid search account, but it can certainly be one of the most profitable uses of your time. In each of these case studies, taking the time to look at their analytics data unlocked enormous unrealized potential in the client’s paid search account.

The only question is, what treasures are hiding in your paid search account?


Some opinions expressed in this article may be those of a guest author and not necessarily Search Engine Land. Staff authors are listed here.




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Search in Pics: Google silence box, a noodle cafe & rusty Googlebot

In this week’s Search In Pictures, here are the latest images culled from the web, showing what people eat at the search engine companies, how they play, who they meet, where they speak, what toys they have and more.

Google silence phone box:


Source: Instagram

A rusty GoogleBot printed in 3D:


Source: Twitter

Google Nooooooodle cafe:


Source: Instagram

Google 10 year work anniversary certificate:


Source: Google+




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Reddit launches a new self-serve ad platform

Reddit is upping its game in the advertising space, with an announcement that they have just launched a revamped self-serve platform for its advertisers.

Here are the features:

  • A redesigned interface that is user-friendly and “easier on the eyes.”
  • Reddit now offers post-pay billing, which saves advertisers from having to top up their accounts or request refunds if the ad doesn’t run up to the paid amount.
  • Multiple creatives can be used per campaign, and you can also create a campaign and add creatives to it versus the other way around (which was previously required — first creative, then campaign).
  • Reporting analytics have been improved, allowing advertisers to select arbitrary date ranges, chart eCPM, eCPC and CTR, view spend, impression and click metrics.

Here are a few screen shots of the new platform:

Simple interface for adding a creative on the new platform.

This is a more custom way to set your budget and scheduling.

This is the new dashboard.

The old system will remain in place for the next few months but will ultimately be sunsetted. Existing campaigns will remain in place, but the campaigns and creatives are not transferable to the new system. Therefore, campaigns and creatives will have to be recreated on the new platform.

In October, Reddit announced details about interest-based ad targeting.




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Search Buzz Video Recap: Google Confirmed Fred, Never Denied An Update, Won't Use Machine Learning & More


This week in search, I covered how Google confirmed the Fred update and cited quality several times as the issue. Google also said they never denied an update to the algorithm. Google said machine learning won’t take over the search algorithm,. Gary Illyes from Google called out a link seller. Google said they haven’t updated the clustering algorithm in a while. Google doesn’t use Facebook likes for rankings. Google’s search quality team doesn’t talk to the AdSense team. Google Rich Cards are now available worldwide. Google said chat boxes and store locator pop ups on mobile can be considered intrusive interstitials and be penalized. Google may add voice search filters to Google Search Console. Google asked do you want them to separate out profiles more in Search Console. Google is testing breadcrumbs on mobile above the titles. They are also testing “tags” in the snippets. Google local pack may not show city name for all queries. Google warned YouTube creators their ad revenues may fluctuate over the next few weeks. Google AdWords DSAs aded features. Google tracked over 4 billion in-store visits. Gary Illyes will be in Boston next week and is open to meeting up over lunch, dinner or coffee. That was this past week in search at the Search Engine Roundtable.

Make sure to subscribe to our video feed or subscribe directly on iTunes to be notified of these updates and download the video in the background. Here is the YouTube version of the feed:

For the original iTunes version, click here.

Search Topics of Discussion:

Please do subscribe via iTunes or on your favorite RSS reader. Don't forget to comment below with the right answer and good luck!



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