The Real Problem Adobe Can't Fix
Last week, Adobe announced Brand Visibility, a unified dashboard combining Semrush's AI visibility tools with their own ecosystem. The pitch is clean: track your brand mentions, visibility, and performance across AI search engines, LLMs, and traditional search.
It solves a real problem. Brands are terrified. Google's AI Overviews are stripping attribution. ChatGPT is summarizing your content without a link. Perplexity is rewriting your copy and calling it "research." Brands don't know if they're visible, mentioned, or erased.
Adobe's tool monitors all of this. That part is useful.
But here's what Adobe can't sell you: the ability to actually control what happens next. And that's the real trap.
Why Visibility Without Control Kills Brands
Monitoring that you're being summarized without credit is worse than not knowing. Knowing you're invisible in 15 different AI systems doesn't change the fact that you're invisible. Visibility into a problem you can't solve creates a new kind of powerlessness.
AI search engines don't negotiate with brands. Google's system decides what gets attributed. ChatGPT's training data is locked in. Perplexity rewrites whatever it wants. There is no lever. No settings page. No appeal process.
The brand visibility conversation assumes brands can do something about AI visibility. But the actual mechanics of how AI systems choose what to display, summarize, or attribute are opaque and immutable from the brand's perspective.
Adobe's tool lets you see the damage. It doesn't let you stop it.
What Brands Actually Need (And Won't Get)
A real solution would require one of these:
1. Standardized attribution protocols that AI systems legally agree to follow. This doesn't exist and probably won't. Too many competing incentives.
2. Regulatory enforcement that mandates AI systems display source attribution. The FTC is moving in this direction, but slowly. Brands can't wait for regulation that may never come.
3. Technical control over your own content in AI indexes. Some brands are using robots.txt to block certain AI crawlers. But blockers and opt-outs only work if you trust the AI company to honor them. Most brands don't.
4. Market pressure where users demand attribution. This is the only lever that actually works, and it requires shifts in how people use AI that are years away.
None of these are coming in the next 18 months. So Adobe's dashboard becomes a window into a problem with no solution. Useful for reporting to your board, terrible for actual strategy.
The Pattern Adobe Profits From
Here's what's actually happening: Adobe sells tools that monitor problems created by the same AI systems Adobe is partnering with. They profit from the gap between the damage and the remedy.
This isn't malice. This is just how information asymmetry works. Adobe has more visibility into how brands are erased from AI search than any brand has into how their own visibility works. So Adobe builds dashboards to let brands peek at that asymmetry.
But the dashboards don't close the gap. They just make the gap visible.
The brands that will win in AI search aren't the ones with the best monitoring dashboards. They're the ones willing to rebuild their entire strategy around the assumption that AI visibility is outside their control. That means:
- Creating content that survives summarization (more specific, more data-rich, less easily genericized)
- Building direct relationships with users that don't depend on search visibility
- Diversifying across channels so one algorithm change doesn't crater your traffic
- Treating AI summary placement like earned media, not owned media
These are all expensive, slow strategies. Monitoring dashboards are fast and feel like action.
That's the real trap.
The Control Illusion Keeps Expanding
The irony is that as AI systems get more powerful and pervasive, the illusion of control gets stronger too. More dashboards, more monitoring tools, more "AI readiness" audits. All of them measure the size of the problem without solving it.
Brands will spend millions on visibility tools and readiness platforms while their actual visibility in AI search continues to erode. The tools make the spend feel legitimate.
The brands that will actually survive this are the ones that admit: you can't control your AI presence. You can only prepare for a world where you're mostly invisible and build your business around that fact.
Adobe's tool is useful for that preparation. Just don't mistake visibility for control.