Glassdoor doesn't control your story anymore—AI does

For years, employer reputation lived behind a paywall.

Not the ability to respond to reviews or provide basic profile information—you could do that for free. But if you wanted to actually control your reputation? Remove competitor ads from your page? Access meaningful analytics? Keep your jobs visible past week two?

You paid. The review site model and the dozens of players in that space gave you just enough control to feel like you were managing your brand—while ensuring you never actually owned it.

Even when you paid, you were renting reach.

But something fundamental just shifted.

Both while working in media and HR Tech, I've watched this cycle for years: markets tighten, companies slash storytelling budgets and dump everything into media spend. In recruiting, that translates to applications flooding in. Quality tanks. Then everyone realizes they're drowning in the wrong candidates and scrambles back to "employer brand."

Right now feels different. The market needs both—better infrastructure AND better content.

Because candidates aren't just reading review sites anymore. They're asking ChatGPT: "What's it like to work at [your company]?"

And here's what changes everything: Review sites are just one voice in a much bigger conversation.

We've been running Employer AI Visibility reports for companies, and the pattern is striking. When someone asks an AI about your employer brand, outside from your owned career properties it consistently pulls from:

• Job boards and review sites (Indeed, Glassdoor, ZipRecruiter)

• Rankings and validation lists (Forbes, Top Workplaces, Great Place To Work)

• Employer brand platforms (The Muse, InHerSight)

• Reddit threads and digital communities

• Medium posts

• GitHub discussions

• News articles, partner sites, historical pages

What do all these sources have in common? They're generated by humans.

It's ironic: AI gravitates toward the places where humans are actively having real conversations. Not polished marketing copy. Actual dialogue.

Yes, you still need to keep your profiles up to date on the major platforms. Right now, they consistently show up front and center in AI responses about culture and sentiment.

But here's the reality: we don't know how long that will be the case.

Each LLM pulls from different sources. The algorithms change. New platforms emerge. As someone who's been running these reports for dozens of companies over the past few weeks, I can tell you that sites like Indeed, Glassdoor, and ZipRecruiter are consistently cited today—but that could shift.

This is why monitoring can't be a one-time audit. You need to consistently track which channels AI is actually pulling from, how you show up, and where the gaps are.

And here's the thing: you already have more control than you think. It requires investment, sure—but the currency is attention, not budget.

You can update employer profiles. You can optimize job postings. You can publish content that shapes the narrative. You can respond to reviews—for free on most platforms. These aren't the enemy. They're channels you can influence.

And if you're getting overwhelmingly negative feedback? That's the mirror talking. One disgruntled employee is noise. A pattern is signal. AI isn't creating the problem—it's surfacing what's already there.

For the first time, you're not held hostage by the old model.

Instead of only reacting to reviews or paying for visibility that disappears the moment you stop spending, you can:

• Build owned newsletters that keep past candidates and alumni engaged

• Distribute your story through trusted communities where talent already lives

• Monitor how you actually show up across AI platforms—and optimize what you control

This isn't about drowning out negativity. It's about finally having leverage to shape your reputation proactively.

AI search is so new that even sophisticated TA leaders are still figuring this out. Nobody knows what they're doing yet. The rules aren't written.

I've been spending a lot of time here—tracking how companies appear across 20-40 AI prompts daily, identifying gaps between what employers control and what AI surfaces, and helping teams optimize both their content and their infrastructure.

It's early. But the companies that get this right won't need to keep paying for temporary visibility or fighting for scraps of control over their own story.

If this resonates and you want to explore what AI visibility looks like for your team, just reply. I'm happy to chat.

Best,
Summer Delaney
CollabWORK Founder and CEO

• DE Talk: Posting with Purpose: Tapping into the Hidden Job Market — Loved being on the DirectEmployer’s Association podcast to talk about my background working with Katie Couirc and the power of authentic networks. CollabWORK and DEA have an incredible partnership that we look forward to expanding this year.

• OpenAI to start testing ads in the U.S. on the free and Go tiers — Ads will appear at the bottom of ChatGPT responses, clearly labeled and separated from organic answers. Pro and enterprise accounts stay ad-free.

• Companies with strong reputations earn 5% more in shareholder returns, and workplace is the most overlooked dimension — New Burson analysis found that reputation directly impacts stock performance, generating up to $202 billion in unexpected returns. The catch? Workplace reputation is the most neglected factor (only 11% of companies prioritize it), despite being a key driver of overall reputation value. With AI reshaping work, companies that invest in upskilling employees—rather than using AI for headcount reduction—stand to gain the most reputational and financial upside.