IP Reputation

A throwback post from a few years ago on IP reputation.

Why IP addresses?

ISPs built reputation around IP addresses because it was one bit of data that malicious senders / spammers couldn’t forge. The connecting IP is a fundamental part of the network transaction and if you forge an IP then SMTP can’t work. Because that was the reliable data they had to work with, that’s what they used. Even now, when there are other kinds of data, the IP address is still the first thing the receiving MTA sees.

What is IP reputation?

IP reputation can best be summed up as “past performance is an indicator of future results.” In other words if recipients responded well to mail from an IP address in the past, then they’re likely to respond well to new mail from that IP address.

How is IP reputation measured?

While each spam filtering company and ISP have their own ways of calculating the reputation of an IP address, there are some similarities in what they measure.

  • How many non-existent email addresses is this IP attempting to deliver to?
  • How many abandoned email addresses is this IP attempting to deliver to?
  • How many “known bad” email addresses (spamtraps) is this IP attempting to deliver to?
  • How many recipients complain about receiving this mail?
  • How many recipients complain about not receiving this mail?
  • How respectful of my resources is this IP?
  • Does this IP keep connections open for long periods of time?
  • Does this IP retry deliveries too aggressively?
  • Does this IP stop mailing addresses after receiving a “user unknown” message?
  • Is this IP address configured as if the associated machine was infected by a virus?
  • Is this IP address listed on blocklists we use?

That is by no means an exhaustive list of what ISPs measure. If they can measure it they’ve tried. If the measurement helps them separate spam mail from not-spam mail then they’re using it.

How fast does IP reputation change?

IP reputation is often measured over multiple time periods. ISPs can look at a 1 day, 7 day, 30 day and 90 day reputation. A good analogy is stock prices. Prices can be very volatile in the short term, but more consistent over the long term. A single bad day, where one or more reputation measurements go bad, may affect delivery that day or the next day but won’t damage an overall good reputation. Likewise, a few days of improved mail may not be sufficient to counter months of poor reputation.

How is IP reputation used?

Mail from IPs with a high reputation is accepted faster and at a higher rate than mail from IPs with a lower or unknown reputation.  IP reputation can also influence whether mail is delivered to the inbox or the bulk folder.

Key IP Reputation takeaways

  • IP reputation is about how recipients react to mail from that IP. Happy, content recipients turn into good delivery.
  • Brief changes (for good or bad) don’t necessarily ruin delivery over the long term.
  • Steady improvements will result in improved reputation.
  • It may takes as much time to change a reputation in one direction or another as it took to establish the reputation in the first place.

 

Related Posts

What matters for reputation?

There is a contingent of senders and companies that seems to believe that receiver ISPs and filtering companies aren’t measuring reputation correctly. Over and over again the discussion comes up where senders think they can improve on how reputation is measured.
One factor that is continually repeated is the size of the company. I’ve even seen a couple people suggest that corporate net worth should be included in the reputation calculation.
The problem with this suggestion is that just because a company is big or has a high net worth or is on the Fortune500 doesn’t mean that the mail they send isn’t spam. I’ve certainly received spam from large, name brand companies (and organizations). I’ve also consulted with a number of those companies who bought or appended a list and then had to deal with the fallout from a Spamhaus listing or upstream disconnection.
Sure, there is a certain logic to company size and prominence being a part of a reputation calculation. For instance, my experience suggests consumers who recognize a brand are less likely to treat mail as “spam” even if they didn’t sign up for the mail in the first place. Certainly there are large brands (Kraft, FTDDirect, 1-800–Flowers, OfficeDepot) that have been caught sending mail to people who never opted in to their lists.
Many people don’t realize that company size and prominence are already factored into the reputation scores. No ISPs don’t look at a mail and, if it’s authenticated, add in a little positive because it’s part of a giant, name brand company. Rather, the recipients change how they interact with the mail. Even recipients who didn’t sign for mail from Office Depot may click through and purchase from an offer. Some recipients recognizing the brand will hit delete instead of “this is spam.”
All of these things mean that big brands have recognition that takes into account that they are prominent brands. Elaborate processes and extra reputation points given to big brands don’t need to happen, they’re already an innate part of the system.
 

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Hunting the Human Representative

Yesterday’s post was inspired by a number of questions I’ve fielded recently from people in the email industry. Some were clients, some were colleagues on mailing lists, but in most cases they’d found a delivery issue that they couldn’t solve and were looking for the elusive Human Representative of an ISP.
There was a time when having a contact inside an ISP was almost required to have good delivery. ISPs didn’t have very transparent systems and SMTP rejection messages weren’t very helpful to a sender. Only a very few ISPs even had postmaster pages, and the information there wasn’t always helpful.
More recently that’s changed. It’s no longer required to have a good relationship at the ISPs to get inbox delivery. I can point to a number of reasons this is the case.
ISPs have figured out that providing postmaster pages and more information in rejection messages lowers the cost of dealing with senders. As the economy has struggled ISPs have had to cut back on staff, much like every other business out there. Supporting senders turned into a money and personnel sink that they just couldn’t afford any longer.
Another big issue is the improvement in filters and processing power. Filters that relied on IP addresses and IP reputation did so for mostly technical reasons. IP addresses are the one thing that spammers couldn’t forge (mostly) and checking them could be done quickly so as not to bottleneck mail delivery. But modern fast processors allow more complex information analysis in short periods of time. Not only does this mean more granular filters, but filters can also be more dynamic. Filters block mail, but also self resolve in some set period of time. People don’t need to babysit the filters because if sender behaviour improves, then the filters automatically notice and fall off.
Then we have authentication and the protocols now being layered on top of that. This is a technology that is benefiting everyone, but has been strongly influenced by the ISPs and employees of the ISPs. This permits ISPs to filter on more than just IP reputation, but to include specific domain reputations as well.
Another factor in the removal of the human is that there are a lot of dishonest people out there. Some of those dishonest people send mail. Some of them even found contacts inside the ISPs. Yes, there are some bad people who lied and cheated their way into filtering exceptions. These people were bad enough and caused enough problems for the ISPs and the ISP employees who were lied to that systems started to have fewer and fewer places a human could override the automatic decisions.
All of this contributes to the fact that the Human Representative is becoming a more and more elusive target. In a way that’s good, though; it levels the playing field and doesn’t give con artists and scammers better access to the inbox than honest people. It means that smaller senders have a chance to get mail to the inbox, and it means that fewer people have to make judgement calls about the filters and what mail is worthy or not. All mail is subject to the same conditions.
The Human Representative is endangered. And I think this is a good thing for email.

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IP reputation and email delivery

IP reputation is a measure of how much wanted mail a particular IP address sends.  This wanted mail is measured as a portion of the total email sent from that IP. Initially IP reputation was really the be all and end all of reputation, there was no real good way to authenticate a domain or a from address. Many ISPs built complex IP reputation models to evaluate mail based on the IP that sent the mail.
These IP reputation models were the best we had, but there were a lot of ways for spammers to game the system. Some spammers would create lots of accounts at ISPs and use them to open and interact with mail. Other spammers would trickle their mail out over hundreds or thousands of IPs in the hopes of diluting the badness enough to get to the inbox. Through it all they kept trying to get mail out through reputable ESPs, either by posing as legitimate customers or compromising servers.
These things worked for a while, but the ISPs started looking harder at the recipient pool in order to figure out if the interactions were real or not. They started looking at the total amount of identical mail coming from multiple IP addresses. The ISPs couldn’t rely on IP reputation so they started to dig down and get into content based filtering.
As the ISPs got better at identifying content and filtering on factors other than source IP, the importance of the IP address on inbox delivery changed. No longer was it good enough to have a high reputation IP sending mail.
These days your IP reputation dictates how fast you can send mail to a particular ISP. But a high reputation IP isn’t sufficient to get all the mail in the inbox. It’s really content that drives the inbox / bulk folder decisions these days.
 
Generally IPs that the ISP has not seen email traffic from before start out with a slight negative reputation. This is because most new IPs are actually infected machines. The negative reputation translates to rate limiting. The rate limiting minimizes people getting spam while the ISP works out if this is a real sender or a spammer.
Some ISPs put mail in the inbox and bulk foldering during the whitelisting process. In this case what they’re doing is seeing if your recipients care enough about your mail to look for it in the bulk folder. If they do, and they mark the mail as “not spam” then this feeds back to the sender reputation and the IP reputation.
If you’re seeing a lot of bulk foldering of mail, it’s unlikely there’s anything IP reputation based to do. Instead of worrying about IP reputation, focus instead on the content of the mail and see what you may need to do to improve the reputation of the domains and URLs (or landing pages) in the emails.

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