Google AI Search may break the reward loop for small tool builders too
I run a small independent site with guides and free diagnostic tools.
After the recent Google AI Search changes, I’m trying to think through what this means for small publishers, SEO people, indie tool builders and anyone who creates useful web content.
Google is no longer just showing links with some AI on top. Search is becoming an AI interface: AI Mode, query fan-out, agents, generated layouts, personalized answers, and eventually more interactive experiences inside Search.
That changes the deal.
For years the rough exchange was:
Creators publish useful content.
Google indexes it.
Users find it.
Some users click through.
Creators get traffic, leads, users, subscriptions, donations or sales.
That model was never perfect, but at least there was a visible exchange.
Now the direction feels different:
Creators publish useful content.
Google extracts the answer.
The user gets enough information inside Google.
The click becomes optional.
The creator becomes background infrastructure.
And this is not only about articles.
Even if you build a genuinely useful tool, distribution becomes much harder.
Previously, you could build a tool and create multiple SEO entry points around it:
- problem pages
- error pages
- comparison pages
- how-to guides
- troubleshooting pages
- use-case landing pages
Those pages helped users discover the tool at the exact moment they had the problem.
Now if AI Search answers most of those problem queries directly, the entry points shrink.
So even if the tool is useful, how does a new user find it without:
- an existing brand
- a large audience
- paid ads
- a strong newsletter
- social reach
- partnerships
- platform distribution
That is a very different game.
People say “just build tools”, and I agree tools are stronger than generic content. But tools still need discovery. A useful tool without entry points is just sitting there. This is not just a problem for low-quality SEO sites. It affects:
- independent publishers
- small SaaS projects
- diagnostic tools
- affiliate sites
- niche experts
- documentation sites
- review/comparison sites
- indie builders
- small media
And yes, a lot of low-quality SEO content deserves to disappear. No argument there. But the bigger issue is that useful content and useful tools both depend on a discovery layer. If that discovery layer turns into a closed AI answer engine, the economics of creating for the open web change completely.
The question is no longer simply:
“Is SEO dead?”
The real question is:
How do new useful tools get discovered when the old entry points disappear?
My current guess is that small builders will need to shift toward:
- direct traffic
- email lists
- community
- open datasets
- benchmarks
- public methodology pages
- GitHub distribution
- browser extensions
- API/tool integrations
- branded searches
- partnerships
- content that creates action, not just answers
But that is a much harder game than classic SEO.
Maybe this is better for users in some cases. Maybe AI Search will reduce spam and low-value content. But I don’t think we should ignore the cost: the open web may lose a lot of independent creators and tool builders if the reward loop disappears.
Curious how others are adapting.
Are you still investing in SEO content, or are you moving toward tools, email, community, data products and direct traffic?