The Reputation Algorithm

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The Reputation Algorithm
The Reputation Algorithm
Discoverability Crisis: The Marketing Storm On The Horizon

Discoverability Crisis: The Marketing Storm On The Horizon

How in the hell is content discovered if the answers to the public’s questions are provided instantaneously without any citations?

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David Erickson
Jul 08, 2023
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The Reputation Algorithm
The Reputation Algorithm
Discoverability Crisis: The Marketing Storm On The Horizon
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Midjourney prompt: Aerial view, of skyscrapers and a teeming city through the lens of a magnifying lens, use colors Butterscotch and Air Superiority Blue
🖼️ David Erickson/Midjourney - Aerial view, of skyscrapers and a teeming city through the lens of a magnifying lens, use colors Butterscotch and Air Superiority Blue

Like many of you, I’ve been spending the past several months diving deep on generative artifical intelligence, how it works, how I can make use of it, and how it will reshape strategic communications writ large.

This post expresses thoughts about:

  • Discoverability in a citationless world

  • Click-less search

  • The paths of generative AI development

  • The flood of AI content

  • Preparing for our AI future

  • Data harmonization

  • First-Person voice

Brand Discoverability In An AI Chatbot World

My reaction to trying ChatGPT the first time was: How in the hell do organizations or content creators get discovered if the answers to the public’s questions are provided instantaneously without any citations?

I’ve been optimizing content for my entire career. It’s clear to me that this massive shift that is underway as a result of generative AI is going to require a fundamental rethinking of how marketers optimize for discovery.

At the moment, however, we don’t have much to fear about losing the ability to connect with audiences through search but that will quickly change.

Bing Chat vs ChatGPT vs Bard: Testing News Discovery

I searched for the lastest news about AI using ChatGPT, Bard, and Bing Chat. These are the results.

Bing Chat

Bing Chat delivered by far the best results.

It supplied me with links to articles, some of which were just an hour old. Conversely, it also gave me two stories from the New York Post that appeared to be dated, and the link Bing Chat provided for those articles was to the index page for the Post’s articles that had been tagged with “artificial intelligence.”

Screenshot of Bing Chat answering 'what is the latest news about ai'
Screenshot of Bing Chat answering 'what is the latest news about ai'

ChatGPT

ChatGPT summarized one USA Today article about tech luminaries signing an open letter warning of human extinction from AI. Every citation was a link to that same story.

Screenshot of ChatGPT answer for 'what is the latest news about ai'
Screenshot of ChatGPT answer for 'what is the latest news about ai'

Bard

The one company you’d expect to ace this test with absolutely no sweat at all—the one company that has been perfecting search results for news since the advent of search engines—failed miserably. These are the results from Bard:

Screenshot of Google Bard answering 'what is the latest in ai news'

Let me count the ways Bard failed:

  • The Google AI Pathways story is from 2021

  • OpenAI has NOT released GPT 4.5

  • Google has created a generative AI that can create music but it is NOT called MuseNet; it’s called MusicLM. MuseNet was created by OpenAI.

  • IBM has been training Watson in an attempt to help diagnose cancer but to date, it has made no claims that it can, as the headline Bard gave me confidently asserted. But this one’s mostly accurate.

  • I guess that last one may be up for debate but I did a Google search using quotes around the headline to force an exact query and the search engine did not return any articles with that headline. The description cites “A new study,” so presumably there would be an article about it.

Of the top three, it looks like Google’s Bard “hallucinates” the most. When I asked for sources and URLs, Bard told me it wasn’t programmed to assist with that.

In other words: You’re on your own, bud.

But don’t let the poor results fool you. These AI chatbots are going to get better (as you’ll see with Google’s Generative Search Experience example below).

The ease and quickness with which users get their answers will train consumers’ expectations of how they interact with content. This is the discovery storm clouds that are already forming along the horizon.

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