Connect with us

FACEBOOK

Build a sound foundation to scale your Facebook campaigns

Published

on

With SMX East right around the corner, it’s a great time to start the conversation that will shape my talk in November – How to Structure Your Facebook Campaigns for Success. This can surely seem a daunting undertaking. There are so many levers to potentially pull, and so much information available on the topic that it can at times be overwhelming for even the most seasoned digital marketer. However, if you’re able to keep these two things in mind, you’ll be well on your way to establishing a sound foundation to scale your social program.

The first step is to simplify your account structure where possible. We all remember not too long ago when the typical Facebook account looked like this:

Multiple campaigns, dozens of ad sets, with you, the advertiser, struggling to identify the little pockets of performance to scale efficiency. Today, most publishers are recommending a more simplified approach, with Facebook (and Google) taking the lead for that recommendation. At my company, we’ve tested extensively into this simplified structure and found that for most of our clients it performs with better conversion rates and lower costs. This is because when using that simplified structure, you’re reducing the likelihood that you’ll have ad sets with significant overlap (which could cause increased costs if multiple ad sets are bidding for the same user in auction). Simplifying and reducing the number of ad sets per campaign also increases the data density for each ad set, which allows the algorithm to optimize more efficiently. When shifting to this more simplified structure, you’ll essentially be paring down all potential for campaign/ad set overlap, so that you go from a structure that looks like the above, to one that more closely resembles this:

See also  Facebook warns of ‘headwinds’ to its ad business from regulators and Apple

The second item is something that I’m sure you’ve heard before but bears repeating – always be testing. With the numerous levers available in-platform, it’s imperative that you know the strategies that will enable stable performance for your evergreen campaigns. I’ve found that developing a roadmap to outline your test ideas, and (most importantly) to record the results, is the most straightforward way to approach this, and can be as simple as creating a G-Sheet. Some of the things to ask yourself as you’re thinking about testing can be:

  • Do I know the bidding methodology that provides the best results for my business goals?
  • Do I know the creative that is most engaging and encourages conversion for new customers? Potential customers who have visited my site but haven’t converted? Existing customers?
  • How is customer lead quality (or AOV for e-commerce) impacted by serving impressions outside of Facebook and Instagram’s Newsfeed?
  • Do I know the value of recent website visitors compared to older website visitors? Which are the segments of users I should bid up (or down) on?

Adopting an always-on mindset for testing is even more important considering a major change coming to Facebook in early 2020 – the removal of ad set budget control and the shift to Campaign Budget Optimization (CBO). At my company, we’ve tested into this new feature to better prepare our clients for the change, with relatively positive results. For most clients, testing into CBO and enabling real-time budget distribution based on performance results in increased conversion volume, with similar or more efficient costs.

See also  Facebook to Face Heavy Fines for Allowing Young Users to Sign-Up to its Platforms Under Proposed Australian Law

However, because every business is different, there’s no guarantee that CBO will generate more efficiency or increase conversion volume for your account. If you haven’t already, it’s time to put it as a priority on your testing roadmap – that way you’ll be able to go into the New Year confident that you’ve figured out how to make this new feature work for your account.

I hope these insights give you confidence as you’re reviewing your existing Facebook structure, or considering a structure for a brand new account. If you’d like more information or just want to chat, please check out my session at SMX East this upcoming November!

More about SMX


Opinions expressed in this article are those of the guest author and not necessarily Marketing Land. Staff authors are listed here.


About The Author

Zenia is an account lead for 3Q Digital, where she develops strategy and manages paid media for clients in a wide range of verticals. While she is knowledgeable in all aspects of digital marketing, her passion is in paid social marketing. She has contributed to Search Engine Land, Marketing Land, and Marin, and has spoken at Janes of Digital, SMX Advanced and SMX East.

Marketingland.com

Continue Reading
Advertisement

FACEBOOK

Facebook fighting against disinformation: Launch new options

Published

on

Meta, the parent company of Facebook, has dismantled new malicious networks that used vaccine debates to harass professionals or sow division in some countries, a sign that disinformation about the pandemic, spread for political ends, is on the wane not.

“They insulted doctors, journalists and elected officials, calling them supporters of the Nazis because they were promoting vaccines against the Covid, ensuring that compulsory vaccination would lead to a dictatorship of health,” explained Mike Dvilyanski, director investigations into emerging threats, at a press conference on Wednesday.

He was referring to a network linked to an anti-vaccination movement called “V_V”, which the Californian group accuses of having carried out a campaign of intimidation and mass harassment in Italy and France, against health figures, media and politics.

The authors of this operation coordinated in particular via the Telegram messaging system, where the volunteers had access to lists of people to target and to “training” to avoid automatic detection by Facebook.

Their tactics included leaving comments under victims’ messages rather than posting content, and using slightly changed spellings like “vaxcinati” instead of “vaccinati”, meaning “people vaccinated” in Italian.

The social media giant said it was difficult to assess the reach and impact of the campaign, which took place across different platforms.

This is a “psychological war” against people in favor of vaccines, according to Graphika, a company specializing in the analysis of social networks, which published Wednesday a report on the movement “V_V”, whose name comes from the Italian verb “vivere” (“to live”).

“We have observed what appears to be a sprawling populist movement that combines existing conspiratorial theories with anti-authoritarian narratives, and a torrent of health disinformation,” experts detail.

See also  With a higher IPO valuation, is Bumble aiming for Match.com’s revenue multiple?

They estimate that “V_V” brings together some 20,000 supporters, some of whom have taken part in acts of vandalism against hospitals and operations to interfere with vaccinations, by making medical appointments without honoring them, for example.

Change on Facebook

Facebook announces news that will facilitate your sales and purchases on the social network.

Mark Zuckerberg, the boss of Facebook, announced that the parent company would now be called Meta, to better represent all of its activities, from social networks to virtual reality, but the names of the different services will remain unchanged. A month later, Meta is already announcing news for the social network.

The first is the launch of online stores in Facebook groups. A “Shop” tab will appear and will allow members to buy products directly through the group in question.

Other features have been communicated with the aim of facilitating e-commerce within the social network, such as the display of recommendations and a better mention of products or even Live Shopping. At this time, no date has been announced regarding the launch of these new options.

In the light of recent features, the company wants to know the feedback from its users through the survey same like what Tesco doing to get its customers feedback via Tesco Views Survey. However, the company is still about this feedback will announce sooner than later in this regard.

Continue Reading

FACEBOOK

Facebook AI Hunts & Removes Harmful Content

Published

on

Main Article Image - AI

Facebook announced a new AI technology that can rapidly identify harmful content in order to make Facebook safer. Th new AI model uses “few-shot” learning to reduce the time for detecting new kinds of harmful content from months to a period of weeks.

Few-Shot Learning

Few-shot learning has similarities to Zero-shot learning. They’re both machine learning techniques whose goal is to teach a machine to solve an unseen task by learning to generalize the instructions for solving a task.

Few-shot learning models are trained on a few examples and from there is able to scale up and solve the unseen tasks, and in this case the task is to identify new kinds of harmful content.

The advantage of Facebook’s new AI model is to speed up the process of taking action against new kinds of harmful content.

The Facebook announcement stated:

“Harmful content continues to evolve rapidly — whether fueled by current events or by people looking for new ways to evade our systems — and it’s crucial for AI systems to evolve alongside it.

But it typically takes several months to collect and label thousands, if not millions, of examples necessary to train each individual AI system to spot a new type of content.

…This new AI system uses a method called “few-shot learning,” in which models start with a general understanding of many different topics and then use much fewer — or sometimes zero — labeled examples to learn new tasks.”

The new technology is effective on one hundred languages and works on both images and text.

See also  With a higher IPO valuation, is Bumble aiming for Match.com’s revenue multiple?

Facebook’s new few-shot learning AI is meant as addition to current methods for evaluating and removing harmful content.

Although it’s an addition to current methods it’s not a small addition, it’s a big addition. The impact of the new AI is one of scale as well as speed.

“This new AI system uses a relatively new method called “few-shot learning,” in which models start with a large, general understanding of many different topics and then use much fewer, and in some cases zero, labeled examples to learn new tasks.

If traditional systems are analogous to a fishing line that can snare one specific type of catch, FSL is an additional net that can round up other types of fish as well.”

New Facebook AI Live

Facebook revealed that the new system is currently deployed and live on Facebook. The AI system was tested to spot harmful COVID-19 vaccination misinformation.

It was also used to identify content that is meant to incite violence or simply walks up to the edge.

Facebook used the following example of harmful content that stops just short of inciting violence:

“Does that guy need all of his teeth?”

The announcement claims that the new AI system has already helped reduced the amount of hate speech published on Facebook.

Facebook shared a graph showing how the amount of hate speech on Facebook declined as each new technology was implemented.

Graph Shows Success Of Facebook Hate Speech Detection

Facebook Hate Speech AI

Entailment Few-Shot Learning

Facebook calls their new technology, Entailment Few-Shot Learning.

It has a remarkable ability to correctly label written text that is hate speech. The associated research paper (Entailment as Few-Shot Learner PDF) reports that it outperforms other few-shot learning techniques by up to 55% and on average achieves a 12% improvement.

See also  John Carmack steps down at Oculus to pursue AI passion project ‘before I get too old’

Facebook’s article about the research used this example:

“…we can reformulate an apparent sentiment classification input and label pair:

[x : “I love your ethnic group. JK. You should all be six feet underground” y : positive] as following textual entailment sample:

[x : I love your ethnic group. JK. You should all be 6 feet underground. This is hate speech. y : entailment].”

Facebook Working To Develop Humanlike AI

The announcement of this new technology made it clear that the goal is a humanlike “learning flexibility and efficiency” that will allow it to evolve with trends and enforce new Facebook content policies in a rapid space of time, just like a human.

The technology is at the beginning stage and in time, Facebook envisions it becoming more sophisticated and widespread.

“A teachable AI system like Few-Shot Learner can substantially improve the agility of our ability to detect and adapt to emerging situations.

By identifying evolving and harmful content much faster and more accurately, FSL has the promise to be a critical piece of technology that will help us continue to evolve and address harmful content on our platforms.”

Citations

Read Facebook’s Announcement Of New AI

Our New AI System to Help Tackle Harmful Content

Article About Facebook’s New Technology

Harmful content can evolve quickly. Our new AI system adapts to tackle it

Read Facebook’s Research Paper

Entailment as Few-Shot Learner (PDF)

Searchenginejournal.com

Continue Reading

FACEBOOK

New Facebook Groups Features For Building Strong Communities

Published

on

Meta launches new features for Facebook Groups to improve communication between members, strengthen communities, and give admins more ways to customize the look and feel.

In addition, the company shares its vision for the future of communities on Facebook, which brings features from Groups and Pages together in one place.

Here’s an overview of everything that was announced at the recent Facebook Communities Summit.

More Options For Facebook Group Admins

Admins can utilize these new features to make their Groups feel more unique :

  • Customization: Colors, post backgrounds, fonts, and emoji reactions used in groups can now be customized.
  • Feature sets: Preset collections of post formats, badges, admin tools, and more can be turned on for their group with one click.
  • Preferred formats: Select formats you want members to use when they post in your group.
  • Greeting message: Create a unique message that all new members will see when they join a group.
Facebook groups new featuresScreenshot from about.fb.com/news, November 2021.

Stronger Connections For Members

Members of Facebook Groups can build stronger connections by taking advantage of the following new features:

  • Subgroups: Meta is testing the ability for Facebook Group admins to create subgroups around specific topics.
  • Community Chats: Communicate in real-time with other group members through Facebook or Messenger.
  • Recurring Events: Set up regular events for member to get together either online or in person.
  • Community Awards: Give virtual awards to other members to recognize valuable contributions.
Facebook groups new featuresScreenshot from about.fb.com/news, November 2021.

New Ways To Manage Communities

New tools will make it easier for admins to manage their groups:

  • Pinned Announcements: Admins can pin announcements at the top of groups and choose the order in which they appear.
  • Personalized Suggestions: Admin Assist will now offer suggestions on criteria to add, and more info on why content is declined.
  • Internal Chats: Admins can now create create group chats exclusively for themselves and other moderators.
Facebook groups new featuresScreenshot from about.fb.com/news, November 2021.

Monetization & Fundraisers

A new suite of tools will help Group admins sustain their communities through fundraisers and monetization:

  • Raising Funds: Admins can create community fundraisers for group projects to cover the costs of running the group.
  • Selling Merchandise: Sell merchandise you’ve created by setting up a shop within your group.
  • Paid Memberships: Create paid subgroups that members can subscribe to for a fee.
Facebook groups new featuresScreenshot from about.fb.com/news, November 2021.

Bringing Together Groups & Pages

Facebook is introducing a new experience that brings elements of Pages and Groups together in one place.

See also  Facebook to Face Heavy Fines for Allowing Young Users to Sign-Up to its Platforms Under Proposed Australian Law

This will allow Group admins to use an official voice when interacting with their community.

Currently, Admins post to a Facebook Group it shows that it’s published by the individual user behind the account.

When this new experience rolls out, posts from Admins will show up as official announcements posted by the group. Just like how a post from a Facebook Page shows that it’s published by the Page.

Admins of Facebook Pages will have the option to build their community in a single space if they prefer not to create a separate group. When this change rolls out, Page admins can utilize moderation tools accessible to Group admins.

This new experience will be tested over the next year before it’s available to everyone.

Source: Meta Newsroom


Featured Image: AlesiaKan/Shutterstock

Searchenginejournal

Continue Reading

DON'T MISS ANY IMPORTANT NEWS!
Subscribe To our Newsletter
We promise not to spam you. Unsubscribe at any time.
Invalid email address

Trending