Editorial Intelligence to find your communication targets.

The case: How, from a list of URLs, can I optimize my communication?

To preserve the confidentiality of those involved in this real business case, we will not share any name or URLs

In our exemple hereafter, the client, ACME Co., has compiled a list of article URLs related to its brand. We could use this list as is but ACME is also scoring every article with a popularity number made of mix of likes, retweets, comments…

All in all, we start with a list of URLs compiled by a client, with or without scores.

1. Editorial profiling for each URL.

For each and every URLs, TrustedOut returns the top editorial classifications.

2. Classifications/score weighting and taxonomy consolidation.

Per article, classification split and scores are weighted. Then, to align with the taxonomy, the 3 hierarchical layers are consolidated:

3. Tree Mapping learning.

We use Tree Mapping to get a visual of the table above.

TrustedOut Editorial Tree Mapping
Click to full screen

Here are some key learning:

3.1 People #1. Priority to Political Engagement

People is the biggest classification branch and Political Engagement should definitely be a priority. For campaigns, PR and watch.

Interesting, as well, are 2 related classifications: Series in Culture and Arts and TV/Videos/WebTV in Entertainment and Leisure.

3.2 Then, is Politics. 3 major classifications echoing People’s Political Engagement.

Very interesting, to see, way above, Political Engagement in People first and then 3 classifications of the same stem, Politics from the General branch.

Public Services, Civil Defense and Government are totaling 38,500, that’s almost 95% of the People’s Political Engagement (40,800).

It becomes easy, to orient your communication to resonate on this insight.

3.3 Sciences is all about Medicine and Health. Don’t miss Pharmaceutical and Drugs.

Same stem, Medicine and Health, 3 classifications with 2 clear split in importance: Pharmacy and Drugs and then, Care and Fluid.

Clearly, Pharmacy and Drugs, bigger than each Politics and half of the top notch Political Engagement, should be a focus.

3.4 Industries: All about Healthcare. 2 top classifications.

Interesting to see top 2 are, by far, Hospital and Clinic and Pharmaceuticals, both in Healthcare. 3rd and far behind is Manufacturing and Retail > Tobacco.

Interesting insight as well is to see the Industries > Medicine and Health > Pharmaceutical being half of Sciences.

Sciences first, then Industries helps with the agenda of your communication and branding efforts.

Bottom line: Focus on People and Sciences, knowing what to talk about for each.

Use the following insights for your communication, ad campaign, PR effort, Internal/External engagements…

> Tone: People and Sciences first.

> Address People’ Political Engagement knowing the 3 matters in Politics

> Approach Sciences’ Pharmaceutical and Drugs and develop on Healthcare.

> Have an eye on popular series and videos

Intrigued? Reach out!

TrustedOut Benefits. For Advertisers and Publishers. For Brand Managers and Analysts.

Mouse over to zoom.

For the Advertiser:

The need for a new source of intelligence in targeting

Advertisers want a perfect targeting for their campaigns. With the end of 3rd party cookies, Advertisers will have to rely on other sources of intelligence to target the perfect page for ad insertions.

No self-declaration. No bias.

TrustedOut is totally independent from any preset lists and is entirely powered by AI using countrywide published content. This guarantees our content profiling to be unbiased, universally able on any matter and always up-to-date. We do NOT use any self-declared data coming from anyone. We listen, profile. All the time.

Dialect detection means no dependence on keywords.

How can you, for example, target the Healthcare Industry? With a list of keywords? Who did it? Is it up-to-date?… Hard to manage. Instead TrustedOut listens and profiles everything published and keeps on learning the words and expressions, the “dialects” (or “bags of words”), for each and every classification. This way, the definition of “Healthcare, in our example, always captures the words and expressions used for this targeting. No worries. No lists, potentially biased and out-dated. You are covered. Always.

Profiling Intelligence must be at insertion time.

Content perception varies upon time. A page/an article can be perceived primarily in one classification and, over time, in another one. In this example, we see first “Employment” at publishing time and 3 weeks later, “Seniors”. Same with the dialect words and expressions, it all evolves over time which is key for a perfect targeting.

 


For the Publisher:

The need for a precise, external and unbiased product pulse.

Like any business, publishers need a trustworthy, unsolicited, unbiased look at what they publish. This goes for articles, feeds/sources and the whole media (distinct domain). Not only this is critical to pilot a business but also to compare with others.

The end of self-declarations for special ops.

TrustedOut provides always-up-to-date profiling of a section or the whole of a media. It also provides trends which can be compared. The end of self-evaluations, self-declarations for a more trusted relationship with your sponsors and commercial partners.

Editorial trends and KPI measurement.

TrustedOut profiles published and exposed content. All of it and at all time. This means measuring editorial trends and positioning. Amongst a media and across a market, a region or a country. Mapping Editorial trends pictures how one reacts to a matter in depth and in time. Finally, it also measures performances and the balance of demand/delivery.

 


For the Brand Manager:

Brand Consistency Builds Brand Awareness

Marketers know Brand Consistency is key to build and keep awareness and credibility. To keep brands consistency, brands must be totally safe and not appear in an environment not consistent with its values. TrustedOut allows Marketers to define the content appropriate for their brands and get corresponding Whitelists where to deliver the right communication.

Consistency, inside and outside.

Branding is not reserved to marketers. Everyone within an organization, employees, board members, partners and, of course, customers and prospects should all have access to a curated list of sources related to the brand.

Consistency in PR goals and measurements.

Direct your PR efforts to where you want your brand to be and use our instant profiling to measure evolutions and progresses. Define KPIs with your PR departments and measure your ROI on a classification, a perception, a competition.

 


For the Analyst:

Must trust the Content in to trust the decisions out.

The mandatory first step in any analytics is to trust the content/data you are going to analyze. If you do not, results will be unreliable and worst, decisions you are going to make might be dangerous and disastrous to your business and brand. Bottom line: if no trust in, then no Trust Out.

Who reacts to what, and how.

Analyze how an event, product launch or local news, are classified and where. A great source of insights on how to prepare for a new launch or positioning.

Watching the future.

Industries keep on evolving. Be on alert about what technology is popping up, how it is received amongst content oriented, political or else, and where it is happening.

Let’s talk?

Coronavirus impact on Brands Trust (and our contribution)

“It takes 20 years to build a reputation and 5 minutes to ruin it…

… if you think about that, you’ll do things differently” – Warren Buffett

That was a post we wrote in June 2019.

“It takes 20 years to build a reputation and 5 minutes to ruin it…

Brands behaviors on Coronavirus impact their trustworthiness.

We highly recommend reading the most awaited 2020 Edelman Trust Barometer. This post is about our takeaways, focused on the vital trust in Brands

 

 

Solve, don’t sell.

Out of Edelman’s 5 recommendations, the 3rd one, Solve, don’t sell, resonates the most with us.

Brands vs Gov.: Critical. Faster and more effective.

More than ever, Trust in a brand is very meaningful, if not emotional. People believe Brand are playing a critical role in addressing the crisis and, believe Brands respond faster and more effectively than the government.

Brands to help gov. (not the other way around)

Brands to be a reliable news source.

Remember this recent post? Coronavirus amplifies the gap in trust showing, and it’s no news, distrust in News Media.

Coronavirus amplifies the gap in trust.

Well, Trust in Brands also means serving as reliable source:

Think People, not Business.

Under attack, and especially one of this magnitude, people matter. All of them, inside and outside your brand reach.

And, of course, what you produce must help with its purpose and be affordable.

Now is not the time for wild creativity in product launches and commercial campaigns.

Don’t hide, Be visible. Reassure. Strengthen your brand trust.

Do not stop communicating. To the contrary, reassure on your brand values and apply the advices above.

To apply those advices on ourselves:

Our contribution:
TrustedOut in April. Free.

For brands (US or France)

You are the Manager of a recognized brand in the US or France, contact us and we’ll help you build the perfect whitelist for your next ad campaign.

For analysts (US or France)

Your are an analyst for a solid Business in the US or France, contact us and we’ll help you create the perfect corpus to trust the sources and thus, trust your decisions.

Interested? Reach out here:

Coronavirus amplifies the gap in trust.

Remember the split in trust in Media between Republicans and Democrats?

Trust in Media: GOP 33%, Dem. 66%

Source: Edelman

We wrote this:

Impact on brands? Trust in Business vs Media likely tells political orientation.

Coronavirus update: GOP 25% (-8%), Dems 61% (-5%)

We highly recommend reading this article from Axios

“Americans are largely approving of how U.S. institutions and leaders are responding to the coronavirus situation.

Hospitals are held in the highest regard during this health crisis, consistent with the high trust and ethical ratings medical and health workers receive in normal times.”

Appraisals evolve over time. So do our classifications.

As we wrote here, our classifications operated by Artificial Intelligence are the only ones to capture and update over time:

AI-powered classifications vs Keywords. Part 2/2: Evolution over time.

Why it matters to Brands?

As we wrote, Advertisers have a major role on our society.

Internet has a major role on our society.
Advertising has a major role on the Internet

In other words, Advertisers money fuels web sites that have a major role on our Society. We already know the impact on elections, but is it limited to it?

Consumers believe brands intentionally place ads

Brands must be careful with where their ads appear as consumers associate the brand with the content around.

Not only for Brand Safety violations but for Political orientations.

“Whitelisting, which only allows ads to be placed in approved environments, may in fact be the best brand safety insurance.” – AdWeek

We have the solution:

Contact us:

Solutions for Business Intelligence

What we are fixing:
Cannot trust what’s out of your BI Tools if you do not trust what’s in.

Business Intelligence is all about juicing data to get insights that will make better, smarter decisions.
You may have the smartest decision makers and have bought the smartest algorithm for your semantic analytics, if you do not rely on the content you analyze, you can not rely on any decisions you’re going to make.

How we are fixing it:
Feed your BI tools with content profile you define.

1. Define what content you are looking for with TrustedOut

For example, you need some insights on American and eating and drinking. Ask TrustOut for:

  • Content in the US
  • Media must be talking about Eating and Drinking
  • but you are looking for the Lifestyle part, not the Industrial part, meaning you want to remove all about Food Processing and Food and Beverage Services.

= TrustedOut found 3,660 media with 9,292 sources

2. Review your Corpus

Next, Click on “Get” and watch Media and Sources Profiles…

 

3. Feed your BI tools

Now, you can “Connect” your list of Media and Sources (the Corpus) with your BI Tools or download in CSV the list. With “Connect”, TrustedOut will keep the list updated within your BI Tools. Watch a demo featuring our partner Digimind:

This Solution is also available here.

Questions? Let us know!

Introducing How-Tos

Now available, Tutorials to become a TrustedOut Ninja in Minutes!

Note: Of course, you can read those tutorials but you will need to have an account with us to run those Tutorials. Don’t have one? ask us!

Here are the first 4 tutorials available:

1. Get Profiles on a specific Media

  • Get Media Profile
  • Get Source Profile

Read this tutorial

2. Create a Corpus focused on a single Industry

  • Create an Industry Corpus
  • Get taxonomy mapping and Media, Source Profiles
  • Export to DSP, Analytics and Readers
  • Watch latest classifications

Read this tutorial

3. Map your Market with sophisticated taxonomy queries

  • Create an Economy and Enterprise Corpus
  • Remove sources from an undesired taxonomy
  • Expand to sources from another taxonomy

Read this tutorial

4. URL selection to fine-tune your Corpus

  • Create a Lifestyle Corpus
  • Exclude Twitter Sources
  • Only focus on talkative sources
  • Feed your analytics tools with your Corpus

Read this tutorial

Questions? Let us know!

Solutions for Online Advertising

1. Brand Safety | 2. End of Cookies | 3. Reporting Laws


1. Brand Safety: What we are fixing:
How can we make sure a Brand is totally safe?

A major issue. Brands take years to build and can be detroyed in a moment. To avoid having your brand displayed in an unsafe environment, the brand must define what is safe and build a whitelist accordingly.

How we are fixing it:
Build and Manage your Whitelist with your definition of what is safe for your Brand.

Create a Corpus corresponding to the media profiles safe for your brand:

For a campaign, you are looking for media and sources:

  • Widely covering Driving as a Lifestyle during the past Quarter in America
  • But not related to Racing, cars or motorbikes
  • And without any political orientation
  • And not perceived as Fake or Hate news

TrustedOut, at this very moment, found 2,667 media and 6,017 sources. Finding corresponding sources is important to laser target part of a media. Click on [Get] to have a look at the list. You can always fine tune the list with more conditions…

Ready? click on [Download] and [Media (CSV)] to download your whitelist.
You can also [Connect] with your DSP so updates on the list get sync’ed with your DSP.

Bottom line: The whitelist is made of media profiles you select.


2. End of Cookies: What we are fixing:
How to target audience in absence of cookies?

Following Apple, Google has announced the end of cookies, and context, which means targeting will no longer be done using these classic methods.

How we are fixing it:
Grab Intelligence from the targeted article’s classifications.

Without insights from cookies, most of the intelligence resides in the article where the ad might be placed and its URL.
From the previous corpus, you can visualize how articles from a sources are classified.
For example here, from the Media “InsideEVs”, we have for the source “InsideEVs – Features” the following articles:

The URL indicates the source (feed) which is also profiled giving even more intelligence on the article.

Furthermore, Classifications of an article not only detect editorial orientations not dependent on the presence or absence of keywords but those classifications also evolve over time. Meaning what is perceived in a way at publishing time, might be perceived in a different way later… This is a unique guarantee ad targeting, and thus Brand Safety, will remain relevant and secure over time.

Read Classification vs Keywords to understand the huge benefits of Editorial Orientations AND the evolution of classification over time.

Classification vs Keywords


3. Reporting laws: What we are fixing:
How to deal with government reporting laws such as the Avia law?

    • First France and, according to the Guardian, other countries will follow, Brands will have to display, on a monthly basis, sites where they bought advertising. A way to show who finances who.

How we are fixing it:
Report Media with their profile made by TrustedOut. AI-Powered. Unbiased, Universal and always Up-to-date.

    • Reporting laws, such as the “Avia law” in France are explained here:

The Political role of Advertisers

    • To follow up on previous example above, a brand advertising on “Inside EVs” could link to this TrustedOut Media Profile

Corpus
 

 

Demo

This Solution is also available here.

Questions? Let us know!

New TrustedOut.com is here.

A new version of TrustedOut.com is now available!

As our technology and commercial offers continue to evolve, posts are no longer enough and we had to update our site as well.

We decided to re-organize our site in 2 groups:

Where, Why, How:
Vision, Benefits, Technology.

Our Vision is to make Trusted Content a utility, so everyone in any organization can tap into content they trust and thus, trust any decisions made  from it. More…

Our Benefits are coming from our AI-Powered Classifications which brings no-biais, always up-to-date universal expertise to profile any piece of content. This provides unmatched advantages vs keywords, such as Editorial Orientation and Evolution over time. More…

Our Technology is proprietary Machine Learning for Tailor-Made AI-Profiling. It’s all about datasets permanently updated for internal and external classifications. More…

Who:
Solutions for Business Intelligence, Business Watch, Online Ads, Publishers.

4 dedicated pages to the solutions we provide to 4 different type of customers:

For Business Intelligence Analysts: 

What we are fixing for Business Intelligence:
Cannot trust what’s out of your BI Tools if you do not trust what’s in.
How we are fixing it:
Feed your BI tools with content profile you define.

Read Solutions for Business Intelligence…

For Business Watch Users:

What we are fixing:
How to align Executives, Collaborators and Partners with Company Goals?
How we are fixing it:
Feed your RSS readers and newsletters tools with Corpuses from your BI Tools.

Read Solutions for Business Watch…

For Online Advertisers, Agencies and Publishers

1. Brand Safety: What we are fixing:
How can we make sure a Brand is totally safe?
How we are fixing it:
Build and Manage your Whitelist with your definition of what is safe for your Brand.

2. End of Cookies: What we are fixing:
How to target audience in absence of cookies?
How we are fixing it:
Grab Intelligence from the targeted article’s classifications.

3. Reporting laws: What we are fixing:
How to deal with government reporting laws such as the Avia law?
How we are fixing it:
Report Media with their profile made by TrustedOut. AI-Powered. Unbiased, Universal and always Up-to-date.

Read Solutions for Online Advertising…

For Publisher’s Executives and Editors:

What we are fixing:
How am I perceived? How do I compare? Are my Editorial efforts visible?
How we are fixing it:
Get instant Profiles on a Media, a Source and/or Articles.

Read Solutions for Publishers…

Questions? Let us know!

Must read posts.

1. Our vision:

Trusted Content as a Utility

  • Distrust in Media is a major, major issue.
  • No trust in content, No trust in decisions made from it.
  • Trusted Content should be like water or electricity: A Utility.
  • Define the content you trust for every segment of your business.

Trusted Content as a Utility

2. Our unique technology.

2.1 AI-powered classifications vs Keywords.
Editorial Orientations detection.

Going beyond a 1-Dimensional access to knowledge

AI-Powered Classifications are adding 2 more dimensions: Editorial orientations and timing context.

Read the full post to see example of a single event treated in 3 different ways in 2 different countries

AI-powered classifications vs Keywords. Part 1/2: Editorial Orientations detection.[updated]

2.2 AI-powered classifications vs Keywords.
Evolution over time.

For content selection: AI-powered classifications can sense Editorial Orientations AND Evolution over time. Keywords cannot.

Perception of an event evolves with time, so do our AI-Powered classifications.

How can AI-Powered Classification do this?

In a previous post, we explained how our AI worked:

How our AI-powered classification works.

Every new article is classified as follow:

Why it matters.

What’s true at publication time might not be at analytics time, or advertising time…

AI-powered classifications vs Keywords. Part 2/2: Evolution over time.

Questions? Ask!

AI-managed taxonomy to keep up with language evolutions.

Measuring against datasets.

We explained in the following post how our classification works:

How our AI-powered classification works.

For the taxonomy, words from articles are measured vs Classifications datasets (a.k.a. Bags of words)

To gauge how a media is perceived, we, this time, measure what is said vs Perceptions datasets


Matching and weighting are making the score of the document. This is how we know where an article belongs and its level of expertise/severity.

AI to keep datasets permanently relevant.

The perception we have on an event evolves over time. So should the classification of this article. To make it happen, we keep the datasets always up-to-date. As seen in last week post, the classification of an article evolves with time:

AI-powered classifications vs Keywords. Part 2/2: Evolution over time.

 

The evolution domino effect: Languages impact datasets, which impact taxonomy.

The way we talk about something evolves with time. In fact, the dialect of the tribe made of people concerned about something evolves over time. More specific, cooler, geekier, newer… whatever is the reason, we love changes, we love new ways to express ourselves.

Datasets updates. Permanently.

Datasets must be rebuilt and updated permanently to catch new words, new importance on words, up and down, and the disappearance of some.

Overlapping intelligence. On watch.

As datasets evolve they may make a classification overlap over another which will weaken the taxonomy.

We measure overlapping, permanently as well, and if one is detected the taxonomy evolves consequently.

Recommended (re)Read:

Trusted Content as a Utility

AI-powered classifications vs Keywords. Part 1/2: Editorial Orientations detection.[updated]

Questions? Shoot!