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Local Pack Header Specificity Vanishes while Local Packs Downtrend

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9 Local Search Developments You Need to Know About from Q3 2022

The author’s views are entirely his or her own (excluding the unlikely event of hypnosis) and may not always reflect the views of Moz.

In July of this year, Dr. Peter J. Meyers and I published a report analyzing an element of Google’s local results we termed “local pack headers”. About a month after publication, members of the local SEO community, like Colan Nielsen, began noticing that the extraordinary diversity of headings we had captured had suddenly diminished:

Today, I’m doing a quick follow-up to the manual portion of our earlier study in an effort to quantify and illustrate this abrupt alteration.

A total sea change in local pack headers

Between July and November of 2022, 83% of our previously-queried local pack headers underwent a complete transformation of nomenclature. Only 17% of the local pack headers were still worded the same way in autumn as they had been in the summertime. Here is a small set of examples:

Local Pack Header Specificity Vanishes while Local Packs Downtrend

In our manual analysis of 60 queries in July, we encountered 40 unique local pack headers – a tremendous variety. Now, all specificity is gone. For all of our queries, headings have been reduced to just 3 types: in-store availability, places, and businesses.

Entity relationships remain mysterious

What hasn’t changed is my sense that the logic underpinning which businesses receive which local pack header remains rather odd. In the original study, we noted the mystery of why a query like “karate” fell under the heading of “martial arts school” but a query for “tai chi” got a unique “tai chi heading”, or why “adopt dog” results were headed “animal rescue services” but “adopt bunny” got a pack labeled “adopt bunny”. The curious entity relationships continue on, even in this new, genericized local pack header scenario. For example, why is my search for “tacos” (which formerly brought up a pack labeled “Mexican restaurants”, now labeled this:

1669899903 557 Local Pack Header Specificity Vanishes while Local Packs Downtrend

But my search for “oil change” gets this header:

1669899903 402 Local Pack Header Specificity Vanishes while Local Packs Downtrend

Is there something about a Mexican restaurant that makes it more of a “place” and an oil change spot that makes it more of a “business”? I don’t follow the logic. Meanwhile, why are service area businesses, as shown in my search for “high weed mowing” being labeled “places”?

1669899903 627 Local Pack Header Specificity Vanishes while Local Packs Downtrend

Surely high weed mowing is not a place…unless it is a philosophical one. Yet I saw many SABs labeled this way instead of as “businesses”, which would seem a more rational label, given Google’s historic distinction between physical premises and go-to-client models. There are many instances like this of the labeling not making much horse sense, and with the new absence of more specific wording, it feels like local pack headers are likely to convey less meaning and be more easily overlooked now.

Why has Google done this and does it matter to your local search marketing?

Clearly, Google decided to streamline their classifications. There may be more than three total local pack header types, but I have yet to see them. Hotel packs continue to have their own headings, but they have always been a different animal:

1669899904 500 Local Pack Header Specificity Vanishes while Local Packs Downtrend

In general, Google experiments with whatever they think will move users about within their system, and perhaps they felt the varied local pack headers were more of a distraction than an aid to interactivity with the local packs. We can’t know for sure, nor can we say how long this change will remain in place, because Google could bring back the diverse headings the day after I publish this column!

As to whether this matters to your local search campaigns, unfortunately, the generic headers do obscure former clues to the mind of Google that might have been useful in your SEO. I previously suggested that local businesses might want to incorporate the varied local pack terms into the optimization of the website tags and text, but in the new scenario, it is likely to be pointless to optimize anything for “places”, “businesses”, or “in-store availability”. It’s a given that your company is some kind of place or business if you’re creating a Google Business Profile for it. And, your best bet for featuring that you carry certain products is to publish them on your listing and consider whether you want to opt into programs like Pointy.

In sum, this change is not a huge deal, but I’m a bit sorry to see the little clues of the diversified headers vanish from sight. Meanwhile, there’s another local pack trend going on right now that you should definitely be paying attention to…

A precipitous drop in overall local pack presence

1669899904 375 Local Pack Header Specificity Vanishes while Local Packs Downtrend

In our original study, Google did not return a local pack for 18% of our manual July queries. By November, the picture had significantly changed. A startling 42% of our queries suddenly no longer displayed a local pack. This is right in line with Andrew Shotland’s documentation of a 42.3% drop from peak local pack display between August and October. Mozcast, pictured above, captured a drop from 39.6% of queries returning local packs on October 24th to just 25.1% on October 25th. The number has remained in the low-to-mid 20s in the ensuing weeks. It’s enough of a downward slope to give one pause.

Because I’m convinced of the need for economic localism as critical to healing the climate and society, I would personally like Google to return local packs for all commercial queries so that searchers can always see the nearest resource for purchasing whatever they need, but if Google is reducing the number of queries for which they deliver local results, I have to try to understand their thinking.

To do that, I have to remember that the presence of a local pack is a signal that Google believes a query has a local intent. Likely, they often get this right, but I can think of times when a local result has appeared for a search term that doesn’t seem to me to be obviously, inherently local. For example, in the study Dr. Pete and I conducted, we saw Google not just returning a local pack for the keyword “pickles” but even giving it its own local pack header:

1669899904 681 Local Pack Header Specificity Vanishes while Local Packs Downtrend

If I search for pickles, am I definitely looking for pickles near me, or could I be looking for recipes, articles about the nutritional value of pickles, the history of pickles, something else? How high is Google’s confidence that vague searches like these should be fulfilled with a local result?

After looking at a number of searches like these in the context of intent, my current thinking is this: for some reason unknown to us, Google is dialing back presumed local intent. Ever since Google made the user the centroid of search and began showing us nearby results almost by default for countless queries, we users became trained not to have to add many (or any) modifiers to our search language to prompt Google to lay out our local options for us. We could be quite lazy in our searches and still get local results.

In the new context of a reduced number of searches generating local packs, though, we will have to rehabituate ourselves to writing more detailed queries to get to what we want if Google no longer thinks our simple search for “pickles” implies “pickles near me”. I almost get the feeling that Google wants us to start being more specific again because its confidence level about what constitutes a local search has suffered some kind of unknown challenge.

It’s also worth throwing into our thinking what our friends over at NearMedia.co have pointed out:

“The Local Pack’s future is unclear. EU’s no “self-preferencing” DMA takes effect in 2023. The pending AICOA has a similar language.”

It could be that Google’s confidence is being shaken in a variety of ways, including by regulatory rulings, and local SEOs should always expect change. For now, though, local businesses may be experiencing some drop in their local pack traffic and CTR. On the other hand, if Google is getting it right, there may be no significant loss. If your business was formerly showing up in a local pack for a query that didn’t actually have a local intent, you likely weren’t getting those clicks anyway because a local result wasn’t what the searcher was looking for to begin with.

That being said, I am seeing examples in which I feel Google is definitely getting it wrong. For instance, my former searches for articles of furniture all brought up local packs with headings like “accent chairs” or “lamps”. Now, Google is returning no local pack for some of these searches and is instead plugging an enormous display of remote, corporate shopping options. There are still furniture stores near me, but Google is now hiding them, and that disappoints me greatly:

1669899904 185 Local Pack Header Specificity Vanishes while Local Packs Downtrend

So here’s today’s word to the wise: keep working on the organic optimization of your website and the publication of helpful content. Both will underpin your key local pack rankings, and as we learned from our recent large-scale local business review survey, 51% of consumers are going to end up on your site as their next step after reading reviews on your listings. 2023 will be a good year to invest in the warm and inclusive welcome your site is offering people, and the investment will also stand you in good stead however local pack elements like headers, or even local packs, themselves, wax and wane.



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Why We Are Always ‘Clicking to Buy’, According to Psychologists

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Why We Are Always 'Clicking to Buy', According to Psychologists

Amazon pillows.

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A deeper dive into data, personalization and Copilots

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A deeper dive into data, personalization and Copilots

Salesforce launched a collection of new, generative AI-related products at Connections in Chicago this week. They included new Einstein Copilots for marketers and merchants and Einstein Personalization.

To better understand, not only the potential impact of the new products, but the evolving Salesforce architecture, we sat down with Bobby Jania, CMO, Marketing Cloud.

Dig deeper: Salesforce piles on the Einstein Copilots

Salesforce’s evolving architecture

It’s hard to deny that Salesforce likes coming up with new names for platforms and products (what happened to Customer 360?) and this can sometimes make the observer wonder if something is brand new, or old but with a brand new name. In particular, what exactly is Einstein 1 and how is it related to Salesforce Data Cloud?

“Data Cloud is built on the Einstein 1 platform,” Jania explained. “The Einstein 1 platform is our entire Salesforce platform and that includes products like Sales Cloud, Service Cloud — that it includes the original idea of Salesforce not just being in the cloud, but being multi-tenancy.”

Data Cloud — not an acquisition, of course — was built natively on that platform. It was the first product built on Hyperforce, Salesforce’s new cloud infrastructure architecture. “Since Data Cloud was on what we now call the Einstein 1 platform from Day One, it has always natively connected to, and been able to read anything in Sales Cloud, Service Cloud [and so on]. On top of that, we can now bring in, not only structured but unstructured data.”

That’s a significant progression from the position, several years ago, when Salesforce had stitched together a platform around various acquisitions (ExactTarget, for example) that didn’t necessarily talk to each other.

“At times, what we would do is have a kind of behind-the-scenes flow where data from one product could be moved into another product,” said Jania, “but in many of those cases the data would then be in both, whereas now the data is in Data Cloud. Tableau will run natively off Data Cloud; Commerce Cloud, Service Cloud, Marketing Cloud — they’re all going to the same operational customer profile.” They’re not copying the data from Data Cloud, Jania confirmed.

Another thing to know is tit’s possible for Salesforce customers to import their own datasets into Data Cloud. “We wanted to create a federated data model,” said Jania. “If you’re using Snowflake, for example, we more or less virtually sit on your data lake. The value we add is that we will look at all your data and help you form these operational customer profiles.”

Let’s learn more about Einstein Copilot

“Copilot means that I have an assistant with me in the tool where I need to be working that contextually knows what I am trying to do and helps me at every step of the process,” Jania said.

For marketers, this might begin with a campaign brief developed with Copilot’s assistance, the identification of an audience based on the brief, and then the development of email or other content. “What’s really cool is the idea of Einstein Studio where our customers will create actions [for Copilot] that we hadn’t even thought about.”

Here’s a key insight (back to nomenclature). We reported on Copilot for markets, Copilot for merchants, Copilot for shoppers. It turns out, however, that there is just one Copilot, Einstein Copilot, and these are use cases. “There’s just one Copilot, we just add these for a little clarity; we’re going to talk about marketing use cases, about shoppers’ use cases. These are actions for the marketing use cases we built out of the box; you can build your own.”

It’s surely going to take a little time for marketers to learn to work easily with Copilot. “There’s always time for adoption,” Jania agreed. “What is directly connected with this is, this is my ninth Connections and this one has the most hands-on training that I’ve seen since 2014 — and a lot of that is getting people using Data Cloud, using these tools rather than just being given a demo.”

What’s new about Einstein Personalization

Salesforce Einstein has been around since 2016 and many of the use cases seem to have involved personalization in various forms. What’s new?

“Einstein Personalization is a real-time decision engine and it’s going to choose next-best-action, next-best-offer. What is new is that it’s a service now that runs natively on top of Data Cloud.” A lot of real-time decision engines need their own set of data that might actually be a subset of data. “Einstein Personalization is going to look holistically at a customer and recommend a next-best-action that could be natively surfaced in Service Cloud, Sales Cloud or Marketing Cloud.”

Finally, trust

One feature of the presentations at Connections was the reassurance that, although public LLMs like ChatGPT could be selected for application to customer data, none of that data would be retained by the LLMs. Is this just a matter of written agreements? No, not just that, said Jania.

“In the Einstein Trust Layer, all of the data, when it connects to an LLM, runs through our gateway. If there was a prompt that had personally identifiable information — a credit card number, an email address — at a mimum, all that is stripped out. The LLMs do not store the output; we store the output for auditing back in Salesforce. Any output that comes back through our gateway is logged in our system; it runs through a toxicity model; and only at the end do we put PII data back into the answer. There are real pieces beyond a handshake that this data is safe.”

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Why The Sales Team Hates Your Leads (And How To Fix It)

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Why The Sales Team Hates Your Leads (And How To Fix It)

Why The Sales Team Hates Your Leads And How To

You ask the head of marketing how the team is doing and get a giant thumbs up. 👍

“Our MQLs are up!”

“Website conversion rates are at an all-time high!”

“Email click rates have never been this good!”

But when you ask the head of sales the same question, you get the response that echoes across sales desks worldwide — the leads from marketing suck. 

If you’re in this boat, you’re not alone. The issue of “leads from marketing suck” is a common situation in most organizations. In a HubSpot survey, only 9.1% of salespeople said leads they received from marketing were of very high quality.

Why do sales teams hate marketing-generated leads? And how can marketers help their sales peers fall in love with their leads? 

Let’s dive into the answers to these questions. Then, I’ll give you my secret lead gen kung-fu to ensure your sales team loves their marketing leads. 

Marketers Must Take Ownership

“I’ve hit the lead goal. If sales can’t close them, it’s their problem.”

How many times have you heard one of your marketers say something like this? When your teams are heavily siloed, it’s not hard to see how they get to this mindset — after all, if your marketing metrics look strong, they’ve done their part, right?

Not necessarily. 

The job of a marketer is not to drive traffic or even leads. The job of the marketer is to create messaging and offers that lead to revenue. Marketing is not a 100-meter sprint — it’s a relay race. The marketing team runs the first leg and hands the baton to sales to sprint to the finish.

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via GIPHY

To make leads valuable beyond the vanity metric of watching your MQLs tick up, you need to segment and nurture them. Screen the leads to see if they meet the parameters of your ideal customer profile. If yes, nurture them to find out how close their intent is to a sale. Only then should you pass the leads to sales. 

Lead Quality Control is a Bitter Pill that Works

Tighter quality control might reduce your overall MQLs. Still, it will ensure only the relevant leads go to sales, which is a win for your team and your organization.

This shift will require a mindset shift for your marketing team: instead of living and dying by the sheer number of MQLs, you need to create a collaborative culture between sales and marketing. Reinforce that “strong” marketing metrics that result in poor leads going to sales aren’t really strong at all.  

When you foster this culture of collaboration and accountability, it will be easier for the marketing team to receive feedback from sales about lead quality without getting defensive. 

Remember, the sales team is only holding marketing accountable so the entire organization can achieve the right results. It’s not sales vs marketing — it’s sales and marketing working together to get a great result. Nothing more, nothing less. 

We’ve identified the problem and where we need to go. So, how you do you get there?

Fix #1: Focus On High ROI Marketing Activities First

What is more valuable to you:

  • One more blog post for a few more views? 
  • One great review that prospective buyers strongly relate to?

Hopefully, you’ll choose the latter. After all, talking to customers and getting a solid testimonial can help your sales team close leads today.  Current customers talking about their previous issues, the other solutions they tried, why they chose you, and the results you helped them achieve is marketing gold.

On the other hand, even the best blog content will take months to gain enough traction to impact your revenue.

Still, many marketers who say they want to prioritize customer reviews focus all their efforts on blog content and other “top of the funnel” (Awareness, Acquisition, and Activation) efforts. 

The bottom half of the growth marketing funnel (Retention, Reputation, and Revenue) often gets ignored, even though it’s where you’ll find some of the highest ROI activities.

1716755163 123 Why The Sales Team Hates Your Leads And How To1716755163 123 Why The Sales Team Hates Your Leads And How To

Most marketers know retaining a customer is easier than acquiring a new one. But knowing this and working with sales on retention and account expansion are two different things. 

When you start focusing on retention, upselling, and expansion, your entire organization will feel it, from sales to customer success. These happier customers will increase your average account value and drive awareness through strong word of mouth, giving you one heck of a win/win.

Winning the Retention, Reputation, and Referral game also helps feed your Awareness, Acquisition, and Activation activities:

  • Increasing customer retention means more dollars stay within your organization to help achieve revenue goals and fund lead gen initiatives.
  • A fully functioning referral system lowers your customer acquisition cost (CAC) because these leads are already warm coming in the door.
  • Case studies and reviews are powerful marketing assets for lead gen and nurture activities as they demonstrate how you’ve solved identical issues for other companies.

Remember that the bottom half of your marketing and sales funnel is just as important as the top half. After all, there’s no point pouring leads into a leaky funnel. Instead, you want to build a frictionless, powerful growth engine that brings in the right leads, nurtures them into customers, and then delights those customers to the point that they can’t help but rave about you.

So, build a strong foundation and start from the bottom up. You’ll find a better return on your investment. 

Fix #2: Join Sales Calls to Better Understand Your Target Audience

You can’t market well what you don’t know how to sell.

Your sales team speaks directly to customers, understands their pain points, and knows the language they use to talk about those pains. Your marketing team needs this information to craft the perfect marketing messaging your target audience will identify with.

When marketers join sales calls or speak to existing customers, they get firsthand introductions to these pain points. Often, marketers realize that customers’ pain points and reservations are very different from those they address in their messaging. 

Once you understand your ideal customers’ objections, anxieties, and pressing questions, you can create content and messaging to remove some of these reservations before the sales call. This effort removes a barrier for your sales team, resulting in more SQLs.

Fix #3: Create Collateral That Closes Deals

One-pagers, landing pages, PDFs, decks — sales collateral could be anything that helps increase the chance of closing a deal. Let me share an example from Lean Labs. 

Our webinar page has a CTA form that allows visitors to talk to our team. Instead of a simple “get in touch” form, we created a drop-down segmentation based on the user’s challenge and need. This step helps the reader feel seen, gives them hope that they’ll receive real value from the interaction, and provides unique content to users based on their selection.

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So, if they select I need help with crushing it on HubSpot, they’ll get a landing page with HubSpot-specific content (including a video) and a meeting scheduler. 

Speaking directly to your audience’s needs and pain points through these steps dramatically increases the chances of them booking a call. Why? Because instead of trusting that a generic “expert” will be able to help them with their highly specific problem, they can see through our content and our form design that Lean Labs can solve their most pressing pain point. 

Fix #4: Focus On Reviews and Create an Impact Loop

A lot of people think good marketing is expensive. You know what’s even more expensive? Bad marketing

To get the best ROI on your marketing efforts, you need to create a marketing machine that pays for itself. When you create this machine, you need to think about two loops: the growth loop and the impact loop.

1716755163 789 Why The Sales Team Hates Your Leads And How To1716755163 789 Why The Sales Team Hates Your Leads And How To
  • Growth loop — Awareness ➡ Acquisition ➡ Activation ➡ Revenue ➡ Awareness: This is where most marketers start. 
  • Impact loop — Results ➡ Reviews ➡ Retention ➡ Referrals ➡ Results: This is where great marketers start. 

Most marketers start with their growth loop and then hope that traction feeds into their impact loop. However, the reality is that starting with your impact loop is going to be far more likely to set your marketing engine up for success

Let me share a client story to show you what this looks like in real life.

Client Story: 4X Website Leads In A Single Quarter

We partnered with a health tech startup looking to grow their website leads. One way to grow website leads is to boost organic traffic, of course, but any organic play is going to take time. If you’re playing the SEO game alone, quadrupling conversions can take up to a year or longer.

But we did it in a single quarter. Here’s how.

We realized that the startup’s demos were converting lower than industry standards. A little more digging showed us why: our client was new enough to the market that the average person didn’t trust them enough yet to want to invest in checking out a demo. So, what did we do?

We prioritized the last part of the funnel: reputation.

We ran a 5-star reputation campaign to collect reviews. Once we had the reviews we needed, we showcased them at critical parts of the website and then made sure those same reviews were posted and shown on other third-party review platforms. 

Remember that reputation plays are vital, and they’re one of the plays startups often neglect at best and ignore at worst. What others say about your business is ten times more important than what you say about yourself

By providing customer validation at critical points in the buyer journey, we were able to 4X the website leads in a single quarter!

1716755164 910 Why The Sales Team Hates Your Leads And How To1716755164 910 Why The Sales Team Hates Your Leads And How To

So, when you talk to customers, always look for opportunities to drive review/referral conversations and use them in marketing collateral throughout the buyer journey. 

Fix #5: Launch Phantom Offers for Higher Quality Leads 

You may be reading this post thinking, okay, my lead magnets and offers might be way off the mark, but how will I get the budget to create a new one that might not even work?

It’s an age-old issue: marketing teams invest way too much time and resources into creating lead magnets that fail to generate quality leads

One way to improve your chances of success, remain nimble, and stay aligned with your audience without breaking the bank is to create phantom offers, i.e., gauge the audience interest in your lead magnet before you create them.

For example, if you want to create a “World Security Report” for Chief Security Officers, don’t do all the research and complete the report as Step One. Instead, tease the offer to your audience before you spend time making it. Put an offer on your site asking visitors to join the waitlist for this report. Then wait and see how that phantom offer converts. 

This is precisely what we did for a report by Allied Universal that ended up generating 80 conversions before its release.

1716755164 348 Why The Sales Team Hates Your Leads And How To1716755164 348 Why The Sales Team Hates Your Leads And How To

The best thing about a phantom offer is that it’s a win/win scenario: 

  • Best case: You get conversions even before you create your lead magnet.
  • Worst case: You save resources by not creating a lead magnet no one wants.  

Remember, You’re On The Same Team 

We’ve talked a lot about the reasons your marketing leads might suck. However, remember that it’s not all on marketers, either. At the end of the day, marketing and sales professionals are on the same team. They are not in competition with each other. They are allies working together toward a common goal. 

Smaller companies — or anyone under $10M in net new revenue — shouldn’t even separate sales and marketing into different departments. These teams need to be so in sync with one another that your best bet is to align them into a single growth team, one cohesive front with a single goal: profitable customer acquisition.

Interested in learning more about the growth marketing mindset? Check out the Lean Labs Growth Playbook that’s helped 25+ B2B SaaS marketing teams plan, budget, and accelerate growth.


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