analysis Trying to Solve a Real Domainer Problem: Which Available Domains Are Actually Worth Registering?

[DaSerpent]

Hi everyone,


I’m building a domain intelligence tool and wanted to get feedback from real domainers before I launch it.


This is not just another bulk availability checker. There are already plenty of those.


The real problem I’m trying to solve is:

Out of thousands of available domains, which ones are actually worth registering?

The system is focused on commercial niches for now and only focused on USA at the moment (planning to try other countries later).


How it works : You enter a niche, and it researches signals like:

• search demand
• CPC
• advertiser activity
• city-level opportunity
• local competition
• available domain combinations
• taken-domain status
• possible resale/BIN pricing logic
• Check existing 'high-value' domains to see if they are business-operated or domainer-owned
• Legal framework like any laws existing about the niche
• Trademark checks

The goal is not to show a huge list of random available names.


The goal is to rank the names that may have the strongest commercial/resale logic, and explain why.


I’ve gone through 16 versions of the model already in the past 2 months.

For testing, I’ve been using real money: registering 10 domains from each of the recent versions, listing them for sale, and comparing which version produces the best acquisition picks.

Results so far :
I have regged and put 60 domains for sale in the last 10 days.
Got an offer on 1 domain.
20% of them get visitors each day.


Getting a real sale in the first 12 months of regging will be the real test of a model for me.

Features already built include:

• CSV upload/export
• CPC data for all 50 states x Top 10 cities by pop.
• Search volume for all keywords and all cities
• Advertiser competition for each city and keyword
• SEO metrics for top 10 organically ranking websites
• SEO metrics for top 5 local pack businesses
• Identifying possible outbound targets
• deduping and cleaning
• saved projects
• recheck history
• bulk availability
• privacy/no-front-running positioning
• taken-domain status:
  • developed
  • parked
  • for sale
  • redirecting
  • dead/no website

I’m still refining the ranking logic before opening it up more broadly.


Would love honest feedback:

1. What signals would make you trust a domain recommendation?
2. Would CPC/search volume/local advertiser data matter to you?
3. Would you rather see thousands of names, or fewer names with stronger reasoning?
4. What would make this different enough from free bulk checkers?
5. What would make you immediately dismiss it as another weak domain tool?

I know domainers are skeptical, and that’s fair.


My goal is simple: if the tool cannot surface domains that experienced investors would genuinely consider registering, then it is not good enough.


Would appreciate brutal feedback.

 

[VadimK]

Here is the brutal feedback (just as you want it): everyone who wants to use AI to help in their domaining journey has already been doing so for a long time.

 

[bmugford]

Unless there is some brand new field, good domains are not just sitting around in 2026 waiting to be registered.

There are billions of people on Earth.

Available domains are generally available for a reason.

Brad

 

[nicenic]

If the tool can explain why a domain has a realistic buyer, not just why the data looks good, that would make it much more useful.

 

[fka1080405]

Forget all of your questions. If you can build a system that identifies available domains that have a >1% sell through rate and you can prove it then you will have a very successful tool. All you need to do is publish the evidence of domains registered through your system being sold and all of the questions you have around how it should work and how it should be priced will answer themselves.

Realistically, though, if you could build a system that reliably identifies domains that will find a buyer, it would be more profitable to use it yourself than to give access to other people. There are a finite number of domains that can be sold so the more users you have, the less domains available for each of your users, reducing its value.

If you don't want to register domains yourself and just want to provide a service, you could potentially come up with a model of limited access, e.g: you have "slots" and only allow a certain number of people to fill up the slots, so that everyone gets at least some value from your service... anyway this is all cart before horse. Reliably identifying available domains that can be registered and sold profitably is very difficult, solve that first

 

[DaSerpent]

Forget all of your questions. If you can build a system that identifies available domains that have a >1% sell through rate and you can prove it then you will have a very successful tool. All you need to do is publish the evidence of domains registered through your system being sold and all of the questions you have around how it should work and how it should be priced will answer themselves.

Realistically, though, if you could build a system that reliably identifies domains that will find a buyer, it would be more profitable to use it yourself than to give access to other people. There are a finite number of domains that can be sold so the more users you have, the less domains available for each of your users, reducing its value.

If you don't want to register domains yourself and just want to provide a service, you could potentially come up with a model of limited access, e.g: you have "slots" and only allow a certain number of people to fill up the slots, so that everyone gets at least some value from your service... anyway this is all cart before horse. Reliably identifying available domains that can be registered and sold profitably is very difficult, solve that first

Exactly what I have been thinking. So far, I am quite impressed by the way things are shaping up, got another inquiry today on a domain I would have never booked myself.

AI's pattern recognition combined with the real-world data is really moving the needle in the right direction.

I haven't had any sales yet, but I feel like that is gonna happen soon. And again, I have only really put the domains for sale only 2 weeks ago.

You have a point, it might just be more profitable for me to just keep using the system and book and sell as many domains as I can. But then again, I feel like the niches are endless and its a vast ocean, we all probably could use this system to make a good profit. Especially if I am able to expand the data for more countries other than the US.

I shall update if and when I get sales from the domains booked by the model.

 

[ScruffyBeard]

Out of thousands of available domains, which ones are actually worth registering?

It is more likely to be tens of millions, maybe hundreds of millions of names that are available.

I have no idea about technical stuff like software, the other technical stuff written in this forum or the junk of ey I.

What I think is probable is that there are many millions of people, who are regularly trying to find worthwhile available domains.
If so, with so many minds working on a regular basis, it is more likely that they will find names which are worth having and still unregistered and register them, more so than some defective machine method which is clueless about the human world.

Domains are part science and part art and the junk that is ey I can't do art. The same goes for emotions.
There is also something else at play here: The human factor.

There are many business names which do no make logical sense and yet they are either being used in a successful business, or available for sale at large prices. The humanness in everyone can see the human aspect in such names, but software and artificial anything can't, because, it's...err... not human.

Then we have the harsh reality awaiting all those millions who search for unregistered names that are worthwhile registering, which is that we are almost beyond the last scrapes of the barrel and very little worthwhile is left to register.

I do not wish to dampen anyone's enthusiasm about finding a great name or tell them "you're wasting your time", because someone, somewhere, at some point, will find a great name or two - and I gladly celebrate with them if so. But its an enormous challenge and in all likelihood, such people will probably convince themselves that they (and only they) have come across a great unregistered name and then register it. And when they put it up for sale at 6 figures and it lies there gathering dust for years, the realization of the harsh reality of domain names will dawn on them.

I'll check back on this thread as I might be curious to see what you end up telling us you have found and registered and sold and also, for how much.

 

[fka1080405]

But then again, I feel like the niches are endless and its a vast ocean

I think this might be an indication that you're missing the bigger picture. Domain name sales are rare because people don't buy domains, instead they choose an available domain to register. There are tens of millions of new .com domain names registered every year, and even if your system could see the future and identify every single one before it was registered, you would still only be able to sell a very small number of them, certainly less than a million, because the people who were intending to register those domains are very unlikely to be willing to buy them and will instead find another available domain to register.

When we talk about there being a finite number of domains that can be sold, it is not based just on demand for the name, it is based on the demand for the name combined with a willingness to buy a domain. You can look at NameBio and if you exclude investors (expired domain name auction sales) the total number of end user domain name sales that have occurred since the start of the internet is less than a million. And that is despite there being tens of millions of domains for sale, and hundreds of millions of registrations in the same timespan.

Very few end users wake up one day and decide they want a specific domain, instead they search for an available domain that matches their keywords of interest. For example, if you're a texas law firm specialising in child support, you might end up with a domain name like "texaschildsupportlawyers.com" but the journey to get to that domain was probably something like...

type "lawyers" and see "lawyers.com" is taken
type "texas lawyers" and see "texaslawyers.com" is taken
type "texas child support lawyers" and see "texaschildsupportlawyers.com" is available -> register

Now imagine your system had predicted that "texaschildsupportlawyers.com" was a domain that someone would someday want and one of your users had bought it. The most likely outcome of that end user scenario is...

type "lawyers" and see "lawyers.com" is taken
type "texas lawyers" and see "texaslawyers.com" is taken
type "texas child support lawyers" and see "texaschildsupportlawyers.com" is taken
type "south texas child support lawyers" and see "southtexaschildsupportlawyers.com" is available -> register

The domain name your system accurately predicted someone wanted did not generate a sale because the end user was only willing to register a domain, they kept searching. And lets say, in this scenario, the end user is willing to buy a domain, you still need to rely on the user not having previously encountered a better domain available for sale.

All that said, if you're getting actual offers, that's a very good sign, so who knows... definitely worth continued experimentation, hopefully you can prove all the cynicism wrong!