Attribution is a Myth? Not Any More. (Labeling AI Content on Facebook)

I know that I said that attribution is a myth in Stefan Gladbach’s Christmas video. But I’m trying to fix it on the Bredemarket Facebook page.

Attribution elsewhere

Here on the Bredemarket blog, there are two distinct writers:

  • John E. Bredehoft (human, or so they say), whose posts such as this one are identified as “Bredemarket.”
  • Bredebot (non-human identity powered by Google Gemini skills), whose posts are identified as “Bredebot.”

So it’s fairly simple to keep track of who writes what.

LinkedIn is a little more complicated, but still clear. Anything Bredebot writes is initially posted on the Bredebot showcase page, and when it’s shared elsewhere, it’s tagged at the top with the identifier Bredebot. For anything else originating at a Bredemarket page or showcase page (except for reshared material), assume John wrote it.

Attribution on Facebook

Things kinda sorta parallel on Facebook, except that Facebook groups are the equivalent to LinkedIn showcase pages. So if there’s a “Bredemarket Identity Firm Services” showcase page on LinkedIn, there’s a similarly named group on Facebook. Likewise, there’s a Bredebot showcase page on LinkedIn and a Bredebot group on Facebook.

Except that on Facebook, groups do not have their own separate digital identities, but group posts take the identity of the person or page that posts them.

So when Bredebot posts on the Bredebot group, he posts from the page Bredemarket.

And he’s feeling down about it.

Why I’m not setting up a Bredebot Facebook page

I considered setting up a Facebook page for Bredebot (or perhaps even a personal page if Facebook allowed it) to clearly attribute Bredebot content to Bredebot. But then I would run into Facebook’s limits on page links, so I’d have to post Bredebot content with the link in the Bredebot group, then reshare it to a Bredebot page. I’m doing something similar today with John’s Bredemarket content.

Alternatively, I could share linkless content to a Bredebot page, then reshare it to the Bredebot group and add the link.

But it’s a big hassle to set that up and get it running. I’d get so little return from doing it. Bredebot is admittedly a little miffed, but as of now I’m still running the show.

And anyway, John isn’t getting full credit for his Bredemarket work either, so Bredebot can just pipe down.

However, perhaps there is a solution.

Text attribution

I just shared this on Facebook:

Attribution is a myth, until it isn’t. Google Gemini.

“From John E. Bredehoft

“Beginning today, I will try to better flag which Bredemarket Facebook page content is written by me, John E. Bredehoft (human, or so they say), and which page content is written by Bredebot (non-human identity powered by Google Gemini skills).”

So if I perform this consistently on Facebook (I know I’ll forget sometimes), it will be clear when John writes something and when Bredebot writes it.

Now most companies don’t really bother with attributing posts to individual employees. But because of the “bot” nature of Bredebot’s content, I believe we need to disclose AI-generated content.

Is your company struggling with this? Or are you not using AI writing? Or using it but not disclosing it?

I’m Not the Only Experienced Marketer Out There

Have you decided that the bots and interns don’t deliver, and you’re ready for an experienced growth/demand generation leader?

No, not me: I don’t claim demand generation expertise. This is someone else. Someone I’ve worked with for years, at three different companies.

Let’s call this person “GDG.”

Anyway, GDG will be available to increase YOUR revenue soon; their current contract is wrapping up by the end of the year.

If your company can use GDG, comment on LinkedIn where GDG will see it.

Testing LinkedIn Collaborative Posts

So I’ve been testing LinkedIn collaborative posts, and it’s potentially a powerful partner marketing tool.

At present I can only initiate a collaboration from my personal LinkedIn account, but I have already collaborated with several of my LinkedIn pages, including Bredemarket, Bredemarket Technology Firm Services, and Bredebot. (No identity or IE collaborative love yet.)

Why collaborative pages? Here is part of what Bredebot said:

“When John draft-publishes a post and hits ‘Add Collaborators,’ the invitees accept, and boom—the post automatically pops up on everyone’s profile feeds. Everyone’s name sits proudly at the top, and all the engagement, likes, and comments are pooled into one shared spot. It turns basic cross-promotion into genuine co-branding.”

Then he started talking about wildebeests, as he usually does.

And the post displays on all the collaborator feeds, although the appearance varies. As this video shows.

Testing LinkedIn Collaborative Posts (with Bredebot).

As I say in the video, when your LinkedIn account or page gets collaboration…use it!

IDV Vendor Fraud Networks: Are They Fraud Silos?

Fraud silos take place when companies band together to share fraud data, but the networks are vendor-specific walled gardens.

Fraud networks

I talked about this in my October 8 post “From Synthetic Identities to Zombie Identities.“

Zombie identities go from place to place, never stopping. Google Gemini.
Zombie identities go from place to place, never stopping. Google Gemini.

One way to catch all these zombies is for companies to band together. If the zombie appears at one company, then the other companies are warned if the zombie appears at their doorsteps.

And there are moves to create these fraud networks.

“Veriff sponsors a pooled fraud network, as does Socure, LexisNexis Risk Solutions, Mitek Systems, Persona, Sift, and probably some other IDV companies.”

Another fraud network

Well, add my buddies at Incode to the list.

“TrustGraph [is] Incode’s privacy-preserving trust network built for the agentic era. TrustGraph connects fraud and trust signals across participating institutions without pooling, exchanging, or exposing customer data, so financial institutions, marketplaces, and AI companies can detect repeat fraud and agentic fraud and recognize legitimate customers who have been verified elsewhere. In Incode’s early access program, institutions using TrustGraph detected up to 53% more fraud than with their existing models alone.”

Fraud silos are the IDV version of walled gardens. Google Gemini.
Fraud silos are the IDV version of walled gardens. Google Gemini.

But they’re all fraud silos

All right and fine and wonderful and amazing and stuff, but there’s one teeny tiny problem. If Veriff finds a zombie identity, it only helps if you’re on Veriff’s network. If you are on Incode’s network, you won’t learn anything. And vice versa. Fraud silos don’t help anybody.

Join my fraud silo! Google Gemini.
Join my fraud silo! Google Gemini.

Needless to say, this is by design. In essence, identity verification customers have to choose which walled garden they want as their prison.

You can find a walled garden in identity verification also. From Google Gemini.
You can find a walled garden in identity verification also. From Google Gemini.

So which fraud network are you going to choose? The one with the most participating businesses? Or the one that is best at detecting fraud? What about one with the rebel persona? The one that reads driver’s licenses in 195 countries rather than a mere 190? When you engage in competitive analysis, engage in meaningful competitive analysis.

What if the vendors cooperated and created one mega-fraud network?

Or maybe, just maybe, some of these vendors will band together and create a mega-fraud network with businesses from multiple vendors. Imagine a massive network in which all 80+ identity verification companies share their fraud data with customers in all the vendor ecosystems.

Or maybe not. The likelihood of that happening is similar to the likelihood of Facebook allowing my Bredemarket page to post links to LinkedIn…

Walled gardens are like virtual flypaper. Google Gemini.
Walled gardens are like virtual flypaper. Google Gemini.

Prospects, who consider “proprietary” a bad word, often face these choices of which proprietary ecosystem to join. Why should they join yours?

Maybe Bredemarket can help you state your benefits: https://bredemarket.com/watch-book/

Revised 10/28/2026.

A Thousand Million Reasons Why Loaned Media Is Not For You

The old advice to rely on owned media rather than loaned media is proven thousands of millions of times over.

Just when I think that Meta is displaying its complete incompetence in serving Bredemarket’s prospects, LinkedIn approaches and says, “Hold my cerveza.”

It recently received a message from a self-described LinkedIn partner with a LinkedIn email address. The email began with the following:

“Noté que Incode Technologies, Inc. no está anunciándose actualmente en LinkedIn. Con más de 1.2 mil millones de profesionales y 71 millones de empresas en la plataforma, incluyendo al 98% de los CEOs de Fortune 500, es muy probable que una parte relevante de su público objetivo ya esté en LinkedIn.

And this was the concluding call to action:

“¿Tendría 30 minutos para conversar y evaluar si una estrategia de LinkedIn Ads podría tener sentido para Incode Technologies, Inc. en este momento?”

Due to my amazing perceptive skills, I immediately noticed two things about this message.

  • The message was written in a language not native to me. Even though it took mere seconds to translate the message into something I could read easily, this was an additional step of friction. If I wasn’t curious, I never would have read the message at all.
  • The message assumed that I was responsible for Incode Technologies’ ad spend. I haven’t worked for Incode in over three years, and even when I did, I didn’t touch ad spend with a 3 meter pole.

So someone representing LinkedIn, with a LinkedIn email address, just made LinkedIn look amateurish.

Hey, unnamed salesperson, run this tactic past Copilot and see if it’s a winner. As for me, I won’t spend a single peso on LinkedIn advertising if this is how they do it.

But at least I was reminded of the “thousand million” way of stating numeric values. Handy to have in my back pocket.

¿Sí? ¡No!

Loaned media can be stupid. Google Gemini.
Loaned media can be stupid. Google Gemini.

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Bredemarket Content in 15 Seconds

This time I’m just talking about my content.

Bredemarket Content in 15 Seconds.

https://bredemarket.com/watch-book/

So, what types of compelling content creation?

  • Blog posts. Among other projects, I’ve authored a multi-month blog series to attract business to a client. 
  • Case studies and testimonials. Among other projects, I’ve written a dozen case studies to justify a firm’s capabilities to its projects. 
  • LinkedIn articles and posts. The multi-month blog series was designed for repurposing as LinkedIn articles. 
  • White papers. My white papers have made the case for the superiority of my clients’ products and services.

As the video says, find out more (including my proposal and analysis services) and book a free meeting. I just booked one this morning with a prospect, but I can book another.

https://bredemarket.com/watch-book/

Revisiting the Secret Salesperson

l’ve written over 2,000 blog posts since I started Bredemarket in August 2020. People still refer to them today; someone just clicked on this December 2020 post within the past hour. It begins:

“I just listened to an interview of Rhonda Salvestrini, conducted by Sumair Abro. During the interview, Salvestrini made the following point:

“Content for your business is one of the best ways to drive organic traffic. It’s your secret salesperson because it’s out there working for you 24/7. And it’s evergreen, so not only is it working…day in and day out…it’s available years down the road.!”

Rhonda Salvestrini and Her Secret Salesperson

https://bredemarket.com/2020/12/22/rhonda-salvestrini-and-her-secret-salesperson/

(Originally posted on LinkedIn)

Weekends vs. Weekdays

If your hungry people are businesspeople, why post on a weekend? Aren’t they too busy going to Costco and NOT thinking about getting help to market their products?

But sometimes “weekend mode” is the perfect time to communicate.

I originally shared the video to LinkedIn and this blog on a Saturday. I couldn’t imagine premiering it on a Monday.

Move Along Now (Biometric Product Marketing Expert). Google Lyria. Public Domain.

Move Along Now (Biometric Product Marketing Expert)

John E. Bredehoft, Biometric Product Marketing Expert.

I ONLY want my hungry people to view this latest Biometric Product Marketing Expert short.

  • If you don’t care about biometrics, MOVE ALONG NOW.
  • If your company only hires “fresh perspective” (code word for young) people, MOVE ALONG NOW.
  • If your company believes that any use of AI is evil, MOVE ALONG NOW.
  • If your company conversely believes in surrendering your brain to whatever the AI god says, MOVE ALONG NOW.

Good. Now that they’re all gone, let’s talk about how a Biometric Product Marketing Expert can help your company.

Don’t tell anyone I said this, but LinkedIn dot com slash in slash jbredehoft.