Showing posts with label statistics. Show all posts
Showing posts with label statistics. Show all posts

Sunday, December 30, 2018

New Domain Extension Sales Oct 23 - Nov 22, 2018

I have decided to move my series of monthly new extension domain sales analysis reports to a the site DomainWorld.info, starting with the report through Nov 22, 2018.  I will continue to announce with a link to full report and summarize each monthly report here.

Summary

Here is a summary of NameBio announced ngTLD domain name sales for the period Oct 23 - Nov 22, 2018.
  • 88 NameBio recorded ngTLD sales in the 31 day period, with about $257,000 total sale volume.
  • The average sales price was $2920. The median price was $1404.
  • In terms of major sales, 11 were > $5000 and 57 > $1000.
  • Sales occurred in 24 different extensions.
  • The highest price sales were KS.top ($38,196), new.earth ($18,800), have.fun ($11,500), spiritual.life ($9750), community.global ($8000), food.top ($7567) and preserve.life ($7500).
  • There were ngTLD domain sales during the month at 12 different venues. Alibaba Cloud had the highest number of sales (24) with Sedo second (15), although Sedo had a larger sales volume dollar wise.
  • Most ngTLD sales are either single word or very short (or both). Together those categories accounted for 72% of the sales this month.
  • Registries accounted for almost 51% of dollar volume and about 27% of the sales by number this month.
  • In 2018 YTD there have been 1363 ngTLD sales listed on NameBio, with an average price of $3606. Sales volume is just over $4.9 million YTD.
You can find the full report at this link. It includes a breakdown by extension, sales venue, and type of domain. I also list the highest value sales, as well as some of the names that I think span the dot effectively as well as some names that sold for value prices.

You can find the links to all of the monthly ngTLD sales reports in one place here

Note that at year end I am planning to change the reporting period for these reports to correspond with the end of each month. Therefore the next report will cover the period Nov 23 to Dec 31, 2018 and will be published early in January.

Saturday, August 25, 2018

Great Domain Investing Link Site

Through NamePros I learned about a fantastic one-stop starting point for domain name investors.  Let me briefly lead you through some of the features, but it is so user friendly you may prefer to just directly head over to www.domlinks.com and see for yourself!

Sections


The image above shows the sections currently at the site, and they include the most visited resources for domain name investors.  For example, there are links to most of the main registrars, marketplaces, backorder/expiring sites, statistics/analysis tools, brokerage and escrow services.

By clicking on the appropriate button at DomLinks you are taken to an expanded view of links for that  topic.  For example, I show the top part of the Marketplaces.  I really liked the clean alphabetical listing and that he includes icons with each.   That makes it easy to find a link if you are looking for something you already know. The marketplace list is pretty complete, although note that Tough Domains is listed under domain management (with Efty) although in my mind it should also be included as a marketplace.


The bottom part of the Marketplaces is a subsection of brandable sites, that those who invest in that niche will find very useful. Along with BrandBucket and Brandpa, it also lists Brandroot, DNBX and Namerific.

One of the most comprehensive and useful sections is Research Tools.  Of course sites like NameBio, nTLDstats and ICANNWhois are listed, along with many others, some of which perhaps you, like I, had overlooked. Under Research Tools, certainly NameStat should be added.  I would also have included the W3Techs site. A really nice feature in the Research Tools section is that a few words indicate what you find at each site (example: for DomComp it  says 'Compare registration prices').

Remarks


I wish I had found this resource early in my domain investing career!  Most experienced domain investors will have already started using  many of these resources, but it is helpful to have them all attractively organized in one place. While there are other sites that do one or two of these topics, such as marketplace listings, I don't know of another site aa comprehensive as this one.

i found a couple of the sections not complete.  For example the Hosting section does not include such major hosting services as GoDaddy, HostPapa and Namecheap (although the GoDaddy and Namecheap do list in registrars, of course, so thee is a link somewhere on the site for  them).  Somewhat surprisingly, when I reviewed the site although Estibot is listed in the Research Tools section GoDaddy GoValue is not.

While any list of domain blogs is of course subjective, I think an excellent selection is made in that section. New domain investors would be wise starting with the ones here. I have under development a  future blog posts specifically on this topic.

I like the FreeLancer section at the bottom.  Even though it currently has only 3 linked sites, they are the big ones in this developing area.  I think many domain investors use some sort of additional related activity to even out the ups and downs of domain sales returns.

I realize that even the current DonLinks site is a lot of work, but it would be great to have a section dedicated to educational resources such as books, courses and educational videos. Another possible topic would be options for website security certificates, both the commercial alternatives and LetsEncrypt.

The contact page at the DomLinks site allows you to make suggestions for additions.  I see that one I submitted via NamePros has already been added.  It also states that there are no affiliate links directly on the site (of course a number of the linked sites have their own affiliate links).  This truly is a generous contribution to the domain community by the site developer!

DomLinks is a great site that will save you time and introduce you to resources you might have missed. Go visit it! It even has a great domain name and logo!


Note:

I reviewed the site on Aug 24,2018.  Quite likely it would have been further refined by the time you check it, so some of the proposed additions may well have already been implemented. 

Links:


Original post Aug 25, 2018.

Fine Print

This post is offered for informational and educational purposes only, and should not be considered domain name investment advice. While an attempt has been made to be accurate, there is no implied or explicit warranty, and you are responsible for verifying any information of importance to you. You also accept full responsibility for any domain investing decisions you may make that use data from this post.

I try to be fair, balanced and objective in my analysis.  If you feel this post does not meet that standard, please express your concerns to me.  

In a very few cases there may be affiliate links on my blog. This means I receive a small amount if users visit or make purchases via the link. You do not pay any additional charge due to using an affiliate link, and in some cases your cost will be below the normal price. I receive no identifying information about who clicks, or does not click, any link. I never accept compensation to provide favourable review of any particular service or product.

The text of this posting is ©R Hawkes, all rights reserved. However, you may, without permission, use reasonable length portions of the post as long as a link to this post is also provided. If you wish to use the complete contents of a post, please request permission. I am normally open to reprinting, but will consider each request individually. 

The images used are either those associated with a product or service, my own images, or Pixabay images believed to be available for use without attribution. If you see any image that you believe is problematic, please let us know and we will immediately correct the situation.



Thursday, August 23, 2018

New Domain Extension Sales July 23 – Aug 22, 2018

Each month I take a look at "new" global top level domain (ngTLD) sales reported in the NameBio database over the previous 30 days. The reporting period started slow, but picked up momentum in the past couple of weeks.  While the average price ($2549) is down from the previous report ($3372), as is the median price, by every other metric this reporting period was substantially stronger than all previous reporting periods since I began this monthly series just over half a year ago. The number of sales (167) is substantially up from the previous period (102), as is the number of different extensions seeing at least one sale (37 vs 19 in previous report), and the total dollar value of sales ($425,600).  There are also more high value ($10,000 or more) sales this month, with 12 versus 7 in the previous reporting period.

Summary


During the monthly period ending Aug 22, 2018 there were
  • 167 NameBio recorded ngTLD domain name sales with $425,600 total value.
  • The average sales price was $2549, while the median price was $649.
  • In terms of major sales, 12 were for $10,000 or more (69 were for $1000 or more).
  • There were sales during the month in 37 different extensions, Although .top dominated again with 65 of the sales, the extensions .bid, .club, .global, .online and .webcam all saw 5 or more sales during the month.
  • The highest sale during the month was bg.top which sold for $51,187.
  • There were new extension sales during the month at 16 different venues, plus one private sale.  Flippa was the location for 72 of the sales while 13 were at Sedo.
  • While the registries dominated high value sales (at least 6 of the top 12 sales), in total numbers there was a strong majority of non-registry sales.
  • So far in 2018 there have been 793 ngTLD sales in total listed on NameBio, with an average sales price of $5007, accounting for a total of $4.0 million. 


Extension Breakdown


Here is the breakdown by number of domain sales reported in each extension during this monthly reporting period.
  • app 2
  • bid 6
  • bio 1
  • cash 1
  • center 1
  • club 9
  • cricket 1
  • dance 1
  • date 2
  • download 1
  • fun 4
  • fund 1
  • fit 1
  • global 5
  • gold 1
  • life 3
  • loan 3
  • media 1
  • men 3
  • news 1
  • one 1
  • online 10
  • party 2
  • place 2
  • review 4
  • science 2
  • site 2
  • space 3
  • style 1
  • stream 2
  • tech 4
  • top 65
  • trade 3
  • webcam 5
  • website 3
  • win 3
  • xyz 3


The Highest Sales


Here is a list of the major sales for the reporting period. 
  • bg.top $51,187
  • bl.top $46,847
  • coin.store $26,705
  • Mr.global $20,000
  • AirConditioning.online $19,500
  • token.xyz $14,999
  • xyz.top $10,910
  • caijing.top $10,183
  • win.tech $10,000
  • origin.tech $10,000
  • ado.tech $10,000
  • bot.app $9,999
We included the $9,999 .app sale even though it was $1 under our formal barrier for inclusion.  If we look at the top sales for 2018 YTD only bg.top would make the top 10 (in 10th place).  The package deal of .news domain names would have placed in this list, actually dominating the numbers if listed individually.  Although they were announced in this period, the actual sales date was 2017 (or possibly earlier as I discuss). 

Names That Span Dot Effectively


Some of the domain names from this reporting period that I personally feel make excellent use of the extension as congruent with the domain name include win.tech, pure.gold, live.fit, link.global, Mr.global, coin.store, food.style, mail.place, reset.top, shares.place, growth.online and counselling.online, among many others this month. While I understand why some shorter names, and those with high value keywords,  sold for higher prices, I think these names do a great job of 'spanning the dot'  to effectively take advantage of the new extensions.  It will be interesting to see the websites that develop on these names. Why not look through the entire list and pick your own favourites?   I wrote a previous report on one of these domain names, A Domain Name That Is Pure Gold, speculating on who might find value in the domain name.

Year to Date 


So far in 2018 there have been 793 NameBio reported ngTLD sales with an average sales price of $5007.  Note that this is as NameBio report sales dates  with both home.loans for $500,000 and The.club for $300,000 listed as 2018 sales, since they were reported in 2018, even though the sales agreements were completed in 2017. On the other hand, vacation.rentals that sold for $500,300 is not reported in 2018 in their database.

The total value of 2018 reported ngTLD sales up to the day of writing (Aug 23, 2018) is $4.0 million. In terms of number of ngTLD sales, the rate is slightly up from that recorded in 2017, although the total value of ngTLD sales, if it continues at current rate through the rest of the year, will be somewhat higher than last year that saw $5.2 million in total new extension sales.

I have stressed the importance of scaling in any domain name analysis.  Yes, .com dominates, but the vast majority of domains for sale are also .com.  If you take the sum of .net plus .org, together their registration numbers (about 14.1 and 10.3 million) are just under 25 million, just slightly more than all ngTLDs combined.  I therefore thought it would be interesting to compare the dollar value (as of Aug 23, 2018) of 2018 YTD (on NameBio).  For .net it is $1.6 million and for .org $2.0 million, for a total of $3.6 million, very comparable to the $4.0 million in ngTLD sales YTD.  In number of sales, however, .net and .org are much higher (1617 and 2560 respectively vs only 793 YTD ngTLD sales).

Discussion


I find it a really encouraging trend that so many new extensions now have recorded sales on the major after market venues, and that the value end (typically hundreds of dollars) is well represented in this report.  I am not sure why, but Flippa has only recently emerged as a major venue for sales in that price range for the new extensions. These do not appear to be registry sales, and I am not clear why the sudden change.  If you have information please share it with me.

Generally we who concentrate on the new extensions have urged domain investors to mainly consider only single word names which match well with the extension.  While I still think that is good advice, it must be said that multiple word domains have sold in the new extensions in this report, sometimes for good amounts (e.g., AirConditioning.online for $19,500, MyWorld.online for $2699, SoftwareDestiny.download for $650). A number of the value end sales this month were multiple words as well.

Many extensions saw their first NameBio recorded domain name sale in this report. For example the relatively new .fun extension had never had a NameBio recorded sale, and now they have four! There was other good news for that extension lately as Ron Jackson has reported.   There are still many new extensions without a single NameBio recorded sale, of course. I discuss the extensions seeing new sales at value end, and why I regard it as so positive, in this post. The drop of the average sales price is simply an indication that the high premium sales are being balanced by a large number of sales at the low end.

This was a solid month for .club, and in addition as their CEO reports there are many sales happening that are not reported here. That extension just released a promising financial report showing strong company growth.

The former Famous Four extensions, now under new management, seem already to be gaining respect, as a number of their extensions saw their first or early NameBio recorded resales in this report.  The sales appear, for the most part, to be regular domain names and not premium ones, with the majority of sales prices less than $250 and words with local meaning or multiple word domains. I have discussed this in more detail here.

Some may be surprised that the median price ($649) is not higher.  Many overlook the fact that median prices in almost any extension are routinely much less than the average price.  For example, on the day I am writing this (Aug 23, 2018) the median sales price in .com for the day is $249 and in .org it is $172, even though the average prices for the same day are $953 (.com) and $242 (.org).  If you excluded the registry sales, the new extensions in this report would probably have a median in the $400 range, which is a a reasonable value. Some experts in the field point out that NameBio sales figures are biased down, since many of the end user sales are not included, while many domainer to domainer sales, especially from GoDaddy, play a big role in the database. I think this is a logical argument, probably influencing all extensions.

The .top extension continues to lead, in registrations, sales and high value reported sales. Because of when they report, frequently .top sales miss the NameBio daily domain report, even though they get in the NameBio database and most make this monthly report. Just examining the NameBio Daily Report can bias your perceptions of sales in some extensions.

There are other encouraging signs for the new extension domain world which I have commented on previously.  One  of them is that while it used to be the case that some days had zero ngTLD sales, there has not been such a day for the last 31 days (July 24 through Aug 23, 2018).

It is still prudent to be cautious with investing in these extensions, and still true that overall the return on investment seems better in .com. The difference is narrowing, however, and if the comparison is with other legacy extensions, or country code extensions, the case for new extensions could be made (although is still arguable).

Notes

The NameBio database (or at least the portion publicly reported) does not include sales with value less than $100, nor sales from a number of venues such as Afternic, Undeveloped or Efty (unless buyers or sellers report them individually), nor from most of the ngTLD registries, so it is difficult to estimate how complete a record this is of all ngTLD domain name sales. Sometimes sales are posted on NameBio after their recorded sales date and therefore never appear on the daily report although they do appear in the NameBio database.


Previous Reports


Here are links to the three previous reports in case you want to do monthly comparisons:

Next Report and Other News


We will issue our next report in late September, and it will cover ngTLD sales for the period from Aug 23 through Sept 22. This monthly update on publicly reported ngTLD sales is offered as a service to the domain community.  While we strive to be accurate, no implied guarantee or warranty is associated with this report, and readers should independently verify information before using it in any domain investment decisions. As always we welcome comments and corrections. We report regularly on domain name news, with a special emphasis on the new extensions, on our Twitter feed.  Why not join the more than 1400 domain investors, venture capitalists, tech experts, startup owners and other great people that already follow us @AGreatName?  If we can be of assistance in helping you find a domain name at a value price, or using a domain name phrase in a marketing campaign, don't hesitate to contact us through our website (or via direct message at Twitter).

Links:


Original post Aug 23, 2018.

Disclosure:  I am  not associated with NameBio, but would like to acknowledge their incredible database and their generosity to make it available to the domain community. My portfolio of domain names is mainly ngTLDs, as well as a number of .co, .com and .ca (and a few other country codes).

Fine Print

This post is offered for informational and educational purposes only, and should not be considered domain name investment advice. While an attempt has been made to be accurate, there is no implied or explicit warranty, and you are responsible for verifying any information of importance to you. You also accept full responsibility for any domain investing decisions you may make that use data from this post.

I try to be fair, balanced and objective in my analysis.  If you feel this post does not meet that standard, please express your concerns to me.  

In a very few cases there may be affiliate links on this blog. This means I receive a small amount if users visit or make purchases via the link. You do not pay any additional charge due to using an affiliate link, and in some cases your cost will be below the normal price. I receive no identifying information about who clicks, or does not click, any link. I never accept compensation to provide favourable review of any particular service or product.

The text of this posting is ©R Hawkes, all rights reserved. However, you may, without permission, use reasonable length portions of the post as long as a link to this post is also provided. If you wish to use the complete contents of a post, please request permission. I am normally open to reprinting, but will consider each request individually. 

The images used are either those associated with a product or service, my own images, or Pixabay images believed to be available for use without attribution. If you see any image that you believe is problematic, please let us know and we will immediately correct the situation.

Thursday, August 16, 2018

Are You Missing The TOP?

Every morning at 9 AM in the Eastern time zone Michael Sumner at NameBio releases the daily domain name sales report.  I, and probably most serious domain name investors and analysts, eagerly check the report each morning.  I find that Micheal puts just the right amount of detail into the report, making it an informative but quick read.  The purpose of this thread is to warn you to not base your perceptions of what is selling only on the daily report.  Let me explain.

The NameBio Daily Report


The structure of each daily report is the same.  It starts with a title giving the total sales volume for the day along with the name and price of the top domain name sale.  After that there is a brief summary that repeats that information and  also gives the number of sales, and the comparison of number and total dollar amount with the previous days. A bit later will be a summary of  those  domain names  that had sold perviously, giving  the year and amount of the previous sale for each, and the percentage increase or decrease.  Then the complete sales list, typically about 220 sales, is given in order of decreasing sales price. For each the domain name, price and sales venue are given.

The monetization of the NameBio daily report depends on promotion of some auctions and sales, so that information is usually embedded somewhere in the daily reports. That information can also be valuable for those expanding their domain portfolio with new acquisitions.  I also like that Michael provides archived reports in an easy to access fashion.  For example I recently used the last 100 daily reports in an  analysis looking at which domain extensions were in first place most often.


Where Are The .TOP Sales?


When I did a search using the NameBio database the other day, I was surprised that the database showed 17 sales of .TOP extension domain names during the previous week (Aug 5-12, 2018), even though I believe only one of them had been on any of the preceding seven NameBio daily domain sales reports. These sales were significant, ranging in price per domain from $638 to $51,187, with an  average sales price of $4549.  In total they accounted for over $77,000 sales in .TOP in just that week. The sales venues were predominantly Jiangsu Bangning, the .TOP registry, but also included sales during this one week period at Alibaba Cloud and NameSilo.

So why were the .TOP domain sales missing from the daily report? I believe the answer is that naturally each daily report can only include sales reports received by the time the report is assembled, so venues that report sporadically or from other time zones are often excluded. Although this bias is of course not deliberate, if you base your impressions only on the NameBio daily report they will be skewed. In particular there is bias against trades in the Asian domain markets, and extensions like TOP.  Of course everyone realizes there are other biases related to which venues report to NameBio, and the fact that domain name sales under $100 are not publicly reported.


So What Did I Miss?


I present the TOP sales in the NameBio database for the week of Aug 5–12 in the table on the right (click on the table if you need a higher resolution view).  Not only are the total number and value significant, but there are some noteworthy individual sales.

The two letter domain name bg sold for more than $51,000, and several 3 letter domain names sold as well. I was interested in the sales of a number of animal names: koala, frog, dolphin and zebra, which each sold for more than $1000.

Conclusions


While I urge you to read the NameBio daily report each morning, make sure you remember that sometimes sales do not make it into the NameBio database in time to make the daily report. This is particularly true for venues that only report sporadically to NameBio and those from venues located in the far east time zones.

Some may say 'I don't really care if I miss the odd ngTLD sale'.  This perception bias if you look only at the daily report can be very significant.  For example, in the period considered here the missing .TOP sales equalled the combined  number of sales in that period for .CO, .DE and .INFO (16 in total), almost equal to .IO sales in that period (19), and represented about 50% the number of .NET sales (32) during the period. 

I am not sure how much effort this would  entail, but one way around the issue is to include at the bottom of a daily report recent database additions that were not shown  in a previous daily report.  But all each user needs to do is to periodically do a NameBio search to make sure that they are not missing sales of interest to them.  The time frame setting for previous week and month make this easy to do.

This is a good time to acknowledge the amazing service offered to the domain name community by Michael and NameBio.  Their database currently has more than 614,000 sales representing over $1.6 billion.  The oldest sale recorded in the database is from 1997 (for you trivia fans, it is business.com which sold for $150,000 in a 1997 private sale.)

Any sort of significant domain name analysis would be impossible without NameBio.  That Michael makes it freely available to us all, in such a powerful and user friendly format, is indeed wonderful.  Thank you! A day without NameBio is a day without domain name sales data!


Links:


Original post Aug 16, 2018.

Disclosure:  I am  not associated with NameBio, but would like to acknowledge their incredible database and their generosity to make it available to the domain community. My portfolio of domain names is mainly ngTLDs, as well as a number of .co, .com and .ca (and a few other country codes). I do invest in the .top domain extension, along with many others.

Fine Print

This post is offered for informational and educational purposes only, and should not be considered domain name investment advice. While an attempt has been made to be accurate, there is no implied or explicit warranty, and you are responsible for verifying any information of importance to you. You also accept full responsibility for any domain investing decisions you may make that use data from this post.

I try to be fair, balanced and objective in my analysis.  If you feel this post does not meet that standard, please express your concerns to me.  

In a very few cases there may be affiliate links on this blog. This means I receive a small amount if users visit or make purchases via the link. You do not pay any additional charge due to using an affiliate link, and in some cases your cost will be below the normal price. I receive no identifying information about who clicks, or does not click, any link. I never accept compensation to provide favourable review of any particular service or product.

The text of this posting is ©R Hawkes, all rights reserved. However, you may, without permission, use reasonable length portions of the post as long as a link to this post is also provided. If you wish to use the complete contents of a post, please request permission. I am normally open to reprinting, but will consider each request individually. 

The images used are either those associated with a product or service, my own images, or Pixabay images believed to be available for use without attribution. If you see any image that you believe is problematic, please let us know and we will immediately correct the situation.

Friday, August 10, 2018

Who Is First?

This week's Domain Name Journal sales report by Ron Jackson with only 9 of the spots in the top 20 going to .com extension domain names has got a lot of discussion at NamePros. Proponents of the new global top level domains (ngTLDs) have pointed out that 5 of the top spots went to new extensions.  However, critics have justifiably pointed out that it was a single week, and that the Radix release of multiple month of sales had a big impact, and in any case the big sales were by registries not independent domain name investors.

The Study


I decided to look back at the last 100 NameBio daily sales reports on its archive in order to get a broader picture of how often different extensions lead with the highest domain name sale.  For each day I simply noted the extension of the domain name that was in first place.  Here is what I found.
  • com 75
  • all other cc not listed below 7 (2 in de, 1 each in co.uk, al, fi, us and ch)
  • ngTLD 4
  • net 4
  • io 3
  • co 2
  • org 2
  • legacy gTLD (asia) 1
I did these by hand ticks, and may well have missed one or two (in fact I think I did, as the ticks add to 98 and should 100 for the 10 pages of archives), but this presents a substantially correct picture that com lead about 75% of time. This is of course not surprising.

Discussion


Probably both sceptics and proponents of ngTLDs will find something positive in this analysis. The ngTLD sceptics will  point out that .com lead all ngTLDs combined by a factor of more than 15. Proponents of ngTLDs will counter that some large new extension sales are happening, enough to lead the daily market report, and that the rate at which ngTLDs appear on the market report is higher than it was two years ago (I have not been able  to  quantitatively  check this, but I believe it is true).

While the .com extension dominates the raw numbers, if you scale these results according to registration numbers (since at least approximately the number of domains for sale in each extension probably scales that way), the situation becomes somewhat more equal across extensions, although .com still leads.

To look into this I present below the number of times an extension appears at the top of the NameBio daily report per total registrations in that extension. I used data that about 133.9 million .com are registered, 14.4 million .com, 146.3 million country code extensions in total, and 20.2 million ngTLDs.

  • So 1 ngTLD leads the NameBio daily report (during this 100 day period) for approximately every 5 million registrations.
  • By comparison 1 .com leads the same NameBio daily report period for about every 1.8 million registrations.
  • For .net, the numbers would be 1 per 3.6 million registrations.
  • For country code extensions taken in total, about 1 per 11.3 million registrations

These are small number statistics and not all that significant. Within country code, clearly some extensions do much better than the average, while the majority will never lead the NameBio daily report.  It would be interesting to look into similar data for a longer period, and I may do that in the future.


We should not read too much significance into how often domain names appear at the top of the NameBio daily report, or for that matter the top of the Domain Name Journal weekly reports.  Yes, it is interesting to see which domain names are the high price sellers, but more significant indicators of health of extensions are use in actual websites, total sales volume, average sales price, and especially the trends in those numbers. I looked at the website use statistics and trends in this post, and will be looking at the others in future posts.

Links:



Original post Aug 10, 2018.

Disclosure:  I hold mainly ngTLD domain names (you can see my complete portfolio here) and  that may be considered a bias.  I do try to use a fair and balanced approach in all of my analyses however.  I am  not associated with NameBio, but would like to acknowledge their incredible database and their generosity to make it available to the domain community. 

Fine Print

This post is offered for informational and educational purposes only, and should not be considered domain name investment advice. While an attempt has been made to be accurate, there is no implied or explicit warranty, and you are responsible for verifying any information of importance to you.

I try to be fair, balanced and objective in my analysis.  If you feel this post does not meet that standard, please express your concerns to me.  As disclosure, I do have a domain portfolio that is predominantly ngTLD domain names, although I do also own a number of .com, .ca, .co and a few other country code extension domains..

In a few cases there may be affiliate links will on this blog. This means I receive a small amount if users visit or make purchases via the link. You do not pay any additional charge due to using an affiliate link, and in some cases below the normal price. I receive no identifying information about who clicks, or does not click, any link. I never accept compensation to provide favourable review of any particular service or product.

The text of this posting is ©R.L. Hawkes, all rights reserved. However, you may, without permission, use reasonable length portions of the post as long as a link to this post is also provided. If you wish to use the complete contents of a post, please request permission. I am normally open to reprinting, but will consider each request individually. 

The images used are either those associated with a product or service, my own images, or Pixabay images believed to be available for use without attribution. If you see any image that you believe is problematic, please let us know and we will immediately correct the situation.

Saturday, August 4, 2018

Which Extensions Are Growing in Actual Use?

 Ultimately a domain extension will only be successful it it gains, and maintains, actual real world use.  Yes, an extension can get attention through land rush adoptions and early registration momentum, but if a significant  fraction of those domain names don't actually get used, the extension will lose value.  In this post I take a look at both levels of use and trends for different top level domain (TLD) extensions.

The Data


For this analysis I used data from W3Techs.  If you have not used their site, I urge you to give it a try. They provide a wealth of frequently updated statistical data. In our case we are going to look at their data regarding use of different extensions in actual websites - the direct link to the TLD annual table I used for this post is here.  I outline their methodology in the next paragraph.

They start with the top 10 M websites using Alexa data. The Alexa database has critics, but is probably the most widely used source for site popularity.  The W3Techs.com site aggregates any subdomains into a single combined number (e.g. all of the Blogger sites would be added to have one large use number for blogger.com, and would count as a single website).  As a result, they actually start with a number of sites somewhat less than ten million. W3Techs.com do not include redirected traffic in their data. The analysts at W3Tech compute a three month rolling average for the numbers that are reported here, although the data is updated daily. You can read about their methodology at this link.  One final point with respect to their methodology, prior to 2013 they used the Alexa 1M rather than the Alexa 10M as their starting point.  This may cause some bias when comparing statistics over the years.

COM is King (but trending down)


The first thing obvious from the data is the huge dominance of one extension, .com. It accounts for roughly half of all significant websites. The table below shows percentages for the main extensions, .com, .net, .org, .info, a few other global extensions, including some of the more popular country codes.  To a large degree, any particular other extension is almost lost in the noise.

Website use by different extensions.  Data from W3Techs.com. Consult website for up to date data.


While the data clearly shows that while .com remains dominant, the trend is definitely downward.  Website use of .com peaked in 2011 at about 55.2% of websites. As I write this in early August 2018 it is at about 46.5% use.  While the new global top level domain (ngTLD) introductions may have hastened the decline, it clearly started prior to the new extension introductions.

Challenging Times for NET and INFO 


There has been frequent discussion on NamePros forums about .net and .info struggling in sales numbers and price levels. NameBio data support this, although the change is not dramatic as some domain investors believe.  The extensions .net and.info are also struggling in web use. The .info extension actually peaked in web use in 2011 at about 2.0%. It is currently at 0.9% use.

For .net it was highest in the first year shown in the W3Techs data table, 2010, when it had 6.8% use.  Now it is down to just 3.9% use. It is interesting that the decline of both .net and .info preceded the introduction of the ngTLDs. The introduction of the ngTLDs may well have weakened the use of .net and.info, but they did not start the decline in either extension.

Things Are Good in ORG


The one major global extension that is doing well over the 8 year period is .org, which went from 4.6% in 2010 to 5.1% use currently. The extension has recently got a lot of use by blockchain and cryptocurrency related companies and organizations, but it is not just that factor that has sparked the increase in use of .org, as the extension has increased fairly consistently over the whole period.

Not Great for BIZ


The one extension that seemed most directly impacted by the ngTLD introductions was .biz. Use of the domain name extension peaked around the time of the first big ngTLD introductions and has continued to drop in use since then including during the past year.  At time of writing it represented about 0.27% of web use, still more than even the highest of the new extensions covered in the next section. However, the trend for .biz is definitely negative, and it was at almost 0.40% in global use just a year ago.

New Extensions Well Down List


Even the highest of the ngTLDs are well down the list, with .xyz having about 0.18% use. The trend for .xyz is largely constant since shortly after introduction. Other extensions including .club (0.15%), .online (0.12%), .site (0.07%),  .top (0.08%), and .win (0.05%) make the list but again with modest website use. Most are, however, showing an upward trend (e.g., the .win extension has grown by almost a factor of 4x in website use during the last year - see the graph below).
Data provided  by W3Techs.com. Consult their website for most current data.

An optimist would point to a slight increase in ngTLD use in actual websites, at least taken as a group. A pessimist would say many of the new extensions have now been around for three years and  in total or individually they are still down around the noise in actual website use.

Incidentally, one nice feature of the W3Techs is that you can get additional data on any particular extension. For example, at this link for .xyz you see a temporal plot of its use. Another plot shows how it compares to some other extensions in amount of use and in how popular the sites are that do use the extension.   It also gives you the names of some of the more popular sites using the extension, as well as a random selection of other active sites using the extension.

What about IO?


You can use the W3Techs.com site to study other TLDs.  For example, .io has shown steady growth over the last year, although it still only accounts for about 0.28% of web use in significant sites. The .io extension is much more important in domain name sales than it is, yet, in actual website use.  It is significant, though, that while total use of .io is fairly low compared to the legacy extensions, when it is used, the websites tend  to have higher traffic sites than .net, .com or .org.
The .io TLD is used in fewer websites than the legacy extensions, but when it is used the site tends to be more popular. Consult W3Techs.com for most recent data. 

The Long Term View


At current trends, I project that by about the year 2290 .com and .xyz (and actually a number of other new extensions) will have approximately equal website use! We ngTLD investors better take a long term view or find a profitable niche!

Conclusions


I summarize what I regard as the key takeaways from this analysis below. Keep in mind that the reference set is the 10 million most popular websites in the world (from a total of about 1.9 billion global websites currently). This is a snapshot in time, and you should consult W3Techs.com for the for the most current statistics.

  1. The .com TLD dominates actual web use, with about 46.5% of total use.
  2. While remaining dominant, the percentage of websites that use .com has been trending downward since 2011, with a decline of about 0.17% per year on average.
  3. The .net and .info extensions have been falling in use for a number of years.  In both cases the decline began prior to the ngTLD introductions.
  4. The .org TLD has been growing in popularity over the past decade in website use, and is now at about 5% of global website use. 
  5. The .biz extension seems most strongly hurt by the ngTLD introductions, with a drop from about 0.9% in 2014 to less than 0.3% currently. Several of the ngTLDs will probably pass it in use during the coming 12 months.  
  6. Most of the other places in the top 25 TLDs by use is taken by country code extensions, some of which are trending up and some down.
  7. The new extensions are all well down the list in website use, although most are trending upward. For example use of .win has grown 4x during the past year, well above its growth in registration numbers over the same period.
  8. The most used of the ngTLDs are currently .xyz (0.18%), .club (0.15%), .online (0.12%), .site (0.07%),  .top (0.08%), and .win (0.05%). 
Some domain name investors argue that sales data is all that matters.  I respectfully disagree.  Good prices will not be established or maintained if there is not significant use of a domain extension.  By looking at the trends in TLD use in actual websites, it may be be possible to predict which domains will increase in value, and therefore which warrant maintaining. This analysis suggests that .io and .org both fall in this category.   

Original post Aug 4, 2018.
Minor edit Aug 4, 2018. Missing .xyz data added in point 8 of conclusions.

Links:

Fine Print

This post is offered for informational and educational purposes only, and should not be considered domain name investment advice. While an attempt has been made to be accurate, there is no implied or explicit warranty, and you are responsible for verifying any information of importance to you.

In a few cases there may be affiliate links will on this blog. This means I receive a small amount if users visit or make purchases via the link. You do not pay any additional charge due to using an affiliate link, and in some cases below the normal price. I receive no identifying information about who clicks, or does not click, any link. I never accept compensation to provide favourable review of any particular service or product.

I try to be fair, balanced and objective in my analysis.  If you feel this post does not meet that standard, please express your concerns to me.  As disclosure, I do have a domain portfolio that is predominantly ngTLD domain names, although I do also own a number of .com, .ca, .co and a few other country code extension domains..

The text of this posting is ©R.L. Hawkes, all rights reserved. However, you may, without permission, use reasonable length portions of the post as long as a link to this post is also provided. If you wish to use the complete contents of a post, please request permission. I am normally open to reprinting, but will consider each request individually. 

The images used are either those associated with a product or service, or Pixabay images believed to be available for use without attribution. If you see any image that you believe is problematic, please let us know and we will immediately correct the situation.

Thursday, August 2, 2018

Scaling Domain Sales Data

It is always important to make sure we are not tricked by apparent trends.  If you regularly read the  NameBio daily sales report, as I do,  it certainly seems that almost all domain name sales are in the .com extension, and that the number of new global top level domain (ngTLD) sales is minimal.  Not infrequently there is not even a single new extension sale in the daily report report. However, most domains that are for sale are also .com.  I wondered if we scaled for this, whether .com would still be 'king'.  Here is what I found.

The Study


I wanted recent data, in case there are any temporal changes, so I decided to base my analysis on domain sales so far in 2018.  On the day I performed the analysis (July 30, 2018) the NameBio database showed a total of 48,010 domain sales so far in 2018. It is easy with NameBio to control which extension, date range, venue, etc. for any search.  When I selected 'all  ngTLD' it indicated 649 sales of ngTLDs so far in 2018.

If this is end of story, it certainly sounds pretty gloomy for the ngTLD investors.  For every ngTLD domain name sold, 74 are sold in other domain extensions (the majority in .com).  On average, there are only 3 sales in all the ngTLDs reported on NameBio each day.

Not So Fast


However, it is important to take into account the number of domain names that are for sale in each category, and scale the sales with that information.  That majority of domain names registered and for sale are certainly in com/net/org and a  number of country codes. Using Verisign global domain market most recent stats 333.8 million total domains registered, and 20.2 million ngTLD registered.

Therefore, if we scale the sales data using those numbers  we have:
  • So far in 2018 1 domain name has been sold for every 6953 registered in all domains.
  • So far in 2018 1 ngTLD domain name has been sold for every 31,125 registered
It is important to realize that these number are for domain names registered, many of which are not for sale. Therefore it's not quite as negative as the numbers indicate. Nevertheless, if we accept the assumptions of this study (see below) that the ratio of for sale domain names to total registered is approximately similar in the two groups, then the relative numbers are valid.

While the picture is not as bleak for ngTLD sales as the 1 sale for every 74 in all extensions would suggest, still this suggests that if you hold a ngTLD the odds of it selling are about 1 in 4.5 compared to the industry wide probability of sale.  While still gloomy for ngTLD investors, but roughly 5:1 ratio not as bad as the 74:1 ratio you would assume from just reading daily domain sales reports. Many more domains are com than anything else, and many more sales are com too, naturally.

Does Price Matter?


It is nice that NameBio statistics give you things like number of sales, average price, etc. for any search.  I honestly had no idea what I would find when I looked at average sales price, but price information so that should be considered too. I mean most domain investors would happily sell fewer domains if each sale was for more dollars.  I was surprised by what I found.
  • So far in 2018 average sales price of all domain names $1393
  • So far in 2018 average sales price of ngTLD $5531
The average selling price, at least in the 2018 to date dataset and using all NameBio reported sales, show a result that is about 4:1 in favour of ngTLD.

So overall the ratio seems roughly 4/5 comparing ngTLD to all domains, about 1/5 as likely to sell as any old domain, but when it does 4x more cash per sale! This would suggest that overall return on investment is approximately equal whether one invests in ngTLDs or in other (mainly .com) extensions. But....

Not So Fast 2


There are two main factors that we have not taken into account that need to be considered before we jump to that conclusion, however. The first of these is the issue of premium domain names. The registries take some of the ngTLD nice sales for themselves, by keeping premium names and  offering them directly to end users at higher prices. The NameBio database  has a mix of sales by individuals and domain name investors, and someof the registry sales (only a tiny portion really, mainly in .global and .top extensions in recent data).

It depends what the question is whether the registry sales  should be included or not.  If we are interested in the overall value of the domain industry for new versus all extensions, it really does not matter if the sale was made by an individual who used to own the name, a domain investor, or a registry.  However, in domain investing communities they naturally feel that the registry sales should be excluded.

I recently looked, in same dataset, at the issue of how much of the reported sales are registry.  You can read the full report here, but I found that while only 29% of the number of ngTLD sales are by registries, in terms of dollar value of sales about 54% are registry. 

Combining this with our previous two factors (number of sales ratio, average selling price ratio), the overall comparison of ngTLD to all sales suggests a factor of (4.0/4.5)x(0.47) = 0.42.  Therefore our overall conclusion is that investment in ngTLD domain names currently has a return on investment of roughly 42% that compared to the total domain name market.

A second issue is whether renewal costs should be taken into account in some way in scaling the expected return on investments.  While the most important legacy domain extensions (com/net/org/info) have fairly stable registration and renewal prices often in range from $8 to $12, the model for many (certainly not all) of  the new domain extensions has been to offer very low initial registrations but renewal rates that are higher in subsequent years. There is also much more variation from registrar to registrar.  When I did an analysis for renewal rates of new extensions, for the most popular ones both in registrations and sales, I did not find that renewal costs were higher for new extensions.  It is true that some premium domains also come with premium renewals.  While a correction factor might be argued, it may well be offset by lower acquisition costs and (for non premium) slightly lower renewal rates of the new extensions.  Therefore I did not apply any factor for possible differences in acquisition or holding costs.

The Assumptions


In any analysis it is important to keep in mind the explicit and implicit assumptions made.  I itemize the most important ones below.

  1. We used NameBio data, therefore this study only applies to domain sales over $100 and only those in the venues that are reported on NameBio.  The possibility exists that ngTLD sales are over or under reported because of this assumption.
  2. This study uses data only for 2018 year to date.  Some NamePros users have looked at similar data using Sedo only sales for the previous two years, showing that the ratio was same order of magnitude, but ngTLD sales were smaller than for 2018. That makes sense to me, I think for whatever reason the past 12 months have been more favourable for ngTLD sales.
  3. We have taken out the effect of registry sales, so the final ratio reflects only non-registry sales.
  4. If the ratio of domains for sale to total registrations varies between ngTLDs and all domain names, that would influence the data.  If one looks at parking data, the ratios are not that different.  I think to first order the ratio is similar, but I totally accept there is probably a minor influence due to this. I suspect it would be unfavourable to the ngTLDs (a higher ratio for sale), but I do not have data to prove this.
  5. For reasons indicated above, we have not applied a correction for acquisition or renewal cost differential, if there is one. 

Some Conclusions


So what does this all mean?  While considering the assumptions made and how they might influence the data, I think we can conclude with a fair degree of confidence right now the following.
  • There are on average 3 new extension domain sales per day on NameBio.
  • Less than 1.5% of all domain name sales are in the ngTLDs (at least for publicly reported >$100 sales).
  • The percentage of all domain names registered that are in new extensions is currently about 6.0 %.
  • If one takes into account both average selling price and number of sales, and also correct the data to exclude registry sales, on average the return from investing in ngTLDs is currently about 40% of the value from investing in all domain name extensions. The number of domains sold is less, but the average price is more, although half of the sales revenue goes to the registries.
I suspect it is true that, on average, domain name investors these days are not making money (clearly some are making a lot of money, but many more are losing money when all costs are considered).  This analysis suggests that on average new domain investors are losing more money. 


What Does It Mean?


I think that the numbers support the idea that the easier money is in com, that it is indeed 'king' even when data is scaled. However, it's not as one sided as first seems, and as some often claimed by new extension critics.

I would not place too much credence on the high average selling price found for ngTLDs. It was certainly driven by a few very large sales, most but not all registry sales, in a relatively small data set.  I expect a different number if I repeated this in a year time, probably a lower average sales price. Nevertheless, I have taken out the registry sale impact in the conclusions of this study.

If other extensions offer better returns on investment, should anyone ever buy ngTLDs?  I think so, and in this post I gave 12 reasons (with real use examples) why new extensions sometimes make sense. I also posted previously on why new domain extension investing may be the right choice for some. In my opinion it particularly makes sense if one of the niches that you have expertise in is a good match for a new domain extension.

Another possible argument for new domain extension investing is that it is "the future".   I don't think at the current time any of us can definitively say whether this is true or false. Most of the extensions were introduced two to three years ago (general availability) and it is discouraging that they have caught on in such a limited way.  On the other hand, sales data are on track to make 2018 the best year yet (by a small factor) and there is no doubt that the majority of the big sales have taken place during the past 16 months.

It is true that .com has remained dominant for a long  time, and many brokers, marketplaces and domain investors continue to push it as almost the only extension to consider. Things do change however.  For example the computing experts in the 1990's and even early 2000's argued that with minimal market share Apple had no future, and that open PC systems would always dominate.  The day I write this Apple has just become the first company to reach the one one trillion dollar valuation mark.

I would not feel comfortable betting in favour of, or against, the long term adoption of new domain extensions. Personally I feel a few will eventually find wide acceptance and adoption (I think .top and .xyz are best placed to achieve this status), a number will find niches particularly for sole proprietorships and some will in essence die in obscurity even if they are not formally closed.

How many people, before it started to take off, would have predicted that .io country code extension for the Indian Ocean region would become a popular option for technology and other startups and sell for good prices?  It is not easy to predict domain name trends.

I certainly do not feel everyone, or even a majority, should invest in new extensions.  If you have developed expertise in com/net/org, feel most comfortable with those, it makes sense to stay in those.  Your domain investment is probably also less risky in the major domain extensions, depending on your names of course.  Those who do invest in new extensions must be prepared for a relatively long time window, and the  need to do more active promotion of their names.  They also should make due diligence regarding both analysis of what is selling and at what prices, as well as where it sells and how best to limit acquisition and holding costs.

It would be interesting to extend this kind of  analysis to look at specific extensions. For example, when scaled, is it better to invest in .org or .com or .io?  I have already done some analysis along these lines, and will report results in the not too distant future.


PS What Do You Do?

I feel it is important to try to be fair, open and balanced in any analysis. It is a fair question to ask what do I invest in personally, so you can assess any possible underlying biases I may bring to the analysis.  You can see almost 98% of my portfolio here. At the current time my portfolio has 13 .ca, 6 .co, 5 .com, 4 .pw, a few other country codes and one .net, and the rest (about 90%) is in new extensions. For my sales (all at modest values) up to this point, I have sold a single .co and  30 new extension domain names. I closely follow all areas of the domain name market, including extensions that I do not currently own but see value in (such as .org, .io).


Original post Aug. 2, 2018.
Slight grammatical correction (no content change) Aug. 9, 2018.

Links:


Fine Print

This post is offered for informational and educational purposes only, and should not be considered domain name investment advice. While an attempt has been made to be accurate, there is no implied or explicit warranty, and you are responsible for verifying any information of importance to you.

In a few cases there may be affiliate links will on this blog. This means I receive a small amount if users visit or make purchases via the link. You do not pay any additional charge due to using an affiliate link, and in some cases below the normal price. I receive no identifying information about who clicks, or does not click, any link. I never accept compensation to provide favourable review of any particular service or product.

I try to be fair, balanced and objective in my analysis.  If you feel this post does not meet that standard, please express your concerns to me.  As disclosure, I do have a domain portfolio that is predominantly ngTLD domain names, although I do also own a number of .com, .ca, .co and a few other country code extension domains..

The text of this posting is ©R. Hawkes, all rights reserved. However, you may, without permission, use reasonable length portions of the post as long as a link to this post is also provided. If you wish to use the complete contents of a post, please request permission. I am normally open to reprinting, but will consider each request individually. 

The images used are either those associated with a product or service, or Pixabay images believed to be available for use without attribution. If you see any image that you believe is problematic, please let us know and we will immediately correct the situation.

Tuesday, July 31, 2018

Are New Extension Sales Mainly Registry?

As my analysis of monthly new extension sales have shown, in a typical month there are about 100 sales of new global top level domain (ngTLD) names spread over 15 to 20 off the different extensions.  You can see the most recent monthly report here, and scroll to the bottom to see links to the previous reports.

The report also includes year to date data on number of sales and total dollar figure.  If 2018 continues at the current rate, it may be the best year yet for ngTLD sales by a small margin. So while total registrations of ngTLDs have fallen over the past 12 months (although not by the huge factor sometimes portrayed), ngTLD sales data are constant or even improving.

The ngTLD critics often respond after grudgingly accepting the data "yes, but it is pretty well all registry sales, so domain name investors in ngTLD are not making any sales."  There is of course some validity in this argument, and many of the largest ngTLD sales of all time (names like home.loans and b.top) have been registry sales.  To see how valid the argument is in general, I did an analysis of ngTLD sales over the past month.  This is what I found.

It does not seem possible to get from NameBio individual details for more than 100 sales in a category at a time (you can set search parameters, and then order it by price or by date, ascending or descending, but cannot look at say all 800 items returned).  Therefore, I decided to work with a set of less than 100 so I could determine which are registry sales for each individual sale.  For my data set I used NameBio recorded ngTLD sales for the one month period ending July 30, 2018.  This set has 99 ngTLD sales totalling $320.3k so I could analyze each of them.

Of the 99 ngTLD sales in the period, 31% (31 out of 99) were clearly registry sales. The often repeated statement that there are pretty well only registry sales, seems not to be supported by evidence. Most of the main marketplaces that report had at least a few sales during the period - e.g. 13 of the sales were on Sedo. It should be noted that it is possible that some of the sales reported on Alibaba are in essence registry sales as well, since they act as a reseller of for both individuals and the registry, it would seem.  This would decrease somewhat the percentage that were non-registry, but it is not easy, or even possible, with public records to differentiate between the two, especially for domains that may have expired. I feel confident that the majority of the number of sales being non-registry will not change.

Of the $320k in ngTLD sales during the period, 54% ($171k) were registry sales. This was dominated by a couple of two letter top extension registry domain sales in the period, each for about $50,000.

Among the highest value sales, it is true that the registry sales dominate. For example, in this data set 6 of the 10 highest prices, including the first two positions, were registry sales. This trend is even more dominant if you look at the top ngTLD sales of all time.

If anyone wants to analyze or examine the NameBio data for themselves, here is the link.
https://namebio.com/?s==gTNwUDMygTM

One should keep in mind that this is only for a single month of NameBio reported sales. As in other extensions, the majority of sales, both registry and non-registry in the case of ngTLDs, are not reported to NameBio.  Also, as noted, in some cases it is hard to be sure on correct identification of registry vs non-registry sales in certain marketplaces. I am not claiming that exactly 46% of value or 69% of numbers of sales are non-registry in a larger dataset, or that those numbers would necessarily hold in a longer time frame.  I do feel confident that it is true that there are significant numbers and  dollar volumes in both registry and non-registry ngTLDs.  And of course if one is looking at the health and  use of ngTLDs, then whether they are purchased from registries or domain investors is immaterial.

Original post July 31, 2018.
Slight modification added Aug 3, 2018  to allow that some Alibaba marketplace sales may be on behalf of the registry - also correct 29 to 31. Acknowledge this insight from NamePros user ecalc. Also final paragraph was added.

Links:

Fine Print

This post is offered for informational and educational purposes only, and should not be considered domain name investment advice. While an attempt has been made to be accurate, there is no implied or explicit warranty, and you are responsible for verifying any information of importance to you.

In a few cases there may be affiliate links will on this blog. This means I receive a small amount if users visit or make purchases via the link. You do not pay any additional charge due to using an affiliate link, and in some cases below the normal price. I receive no identifying information about who clicks, or does not click, any link. I never accept compensation to provide favourable review of any particular service or product.

I try to be fair, balanced and objective in my analysis.  If you feel this post does not meet that standard, please express your concerns to me.  As disclosure, I do have a domain portfolio that is predominantly ngTLD domain names, although I do also own a number of .com, .ca, .co and a few other country code extension domains..

The text of this posting is ©R.L. Hawkes, all rights reserved. However, you may, without permission, use reasonable length portions of the post as long as a link to this post is also provided. If you wish to use the complete contents of a post, please request permission. I am normally open to reprinting, but will consider each request individually. 

The images used are either those associated with a product or service, or Pixabay images believed to be available for use without attribution. If you see any image that you believe is problematic, please let us know and we will immediately correct the situation.

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