Would AI Recommend Your Organization?

Would AI Recommend Your Organization?

Our Q3 Trend Report introduced Answer Engine Optimization (AEO): the shift from competing for search rankings to competing to be the answer.

The response made one thing clear. Organizations don’t just want to understand AEO; they want to know where they stand and what to do next.

Let’s get practical. If someone asked ChatGPT, Gemini, Claude or Perplexity about your organization tomorrow, what would it say?

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More importantly, would it recommend you at all?

AI discoverability is the sum of every credible, consistent signal your organization puts into the world, and it’s quickly becoming the deciding factor in who gets recommended and who gets left out of the conversation.

It’s already driving buying decisions as 29% of consumers now plan to use AI as part of their holiday shopping experience, up from 22% last year according to PwC’s Holiday Outlook 2026.

How AI Platforms Actually Evaluate You

AI platforms don’t “know” your organization the way a person does. They assemble an answer by synthesizing signals from across the web, including your website, earned media coverage, executive thought leadership, customer reviews, industry publications, and third-party mentions. The stronger and more consistent that footprint, the more confidence an AI system has in recommending you.

This is why AI discoverability rewards organizations that show up consistently across channels, not just the ones with the biggest marketing budget. A regional nonprofit with strong earned media and a clear point of view can outrank a national brand with a generic website, simply because AI is evaluating credibility, not size.

The AI Discoverability Checklist

Before investing in a new strategy, take stock of where you stand. Ask yourself:

Does your website answer the questions people are actually asking?
Real, specific answers such as FAQs, service breakdowns, original research, and case studies give AI something to pull from.

01

Are your executives publishing?
Thought leadership, bylined articles and conference talks all become source material AI references.

02

Is your earned media consistent?
One placement is a mention. A pattern of coverage across trusted outlets is an authority signal.

03

Is your content original?
AI can rewrite and summarize, but it can’t manufacture firsthand expertise. Generic content blends in, and original insight gets cited.

04

Do you monitor how AI describes you?
Run the query yourself. If the answer is outdated, incomplete, or missing, it’s time to fix it.

05

Is your evergreen content current?
A five-year-old blog post with stale stats sends the wrong signal, both to readers and to AI.

06

Score yourself honestly. Most organizations are strong in one or two areas, and thin everywhere else. AI notices that, and it’s less likely to recommend you as a result.

What This Looks Like in Practice

We build AI discoverability into client work by treating every earned media hit, executive byline and case study as connected pieces of one authority building strategy, not separate deliverables. Every placement strengthens your reputation and gives AI a credible source to cite later.

Take a recent example.

We placed a byline for R.D. Olson Construction’s president in NAIOP’s Development magazine, detailing how the firm built its own in-house training university to solve a talent gap most competitors are still trying to hire their way out of.

It put an original, specific point of view (backed by real retention and revenue data) into a trusted industry publication where both readers and AI platforms can find it.

Instead of treating PR, content and digital as separate jobs, treat them as one effort.

Everything you put out should make it easier for AI to find and recommend you.

Start Where You Are

Start by identifying your biggest AEO gap and close it first. If your website is strong but your earned media is thin, invest in media relations. If your coverage is solid but your website reads like it was written a decade ago, refresh it with the specificity AI platforms look for.


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The organizations AI recommends a year from now are the ones building their authority today, one credible signal at a time.

Curious where your organization stands?

Request a personalized AI Discoverability Assessment and get a practical breakdown of your gaps, plus a complimentary consultation.

Request a personalized AI Discoverability Assessment →