Reputation is more complex than a single number

I checked our SenderScore earlier this month, as quite a few people mentioned that they’d seen SenderScore changes – likely due to changed algorithms  and new data sources.

It sure looks like something changed. Our SenderScore was, for a while, zero out of a hundred. That’s as bad as it’s possible to get. I didn’t get a screenshot of the zero score, but I grabbed this a couple of days later:

Are ReturnPath wrong? No. Given what I know about the traffic from our server (very low traffic, particularly to major consumer domains, and a negligible amount of unavoidable backscatter due to our forwarding role addresses for a non-profit to final recipients on AOL) that’s not an unreasonable rating. And I’m fairly sure that as they get their new algorithms dialed in, and get more history, it’ll get closer. (Though I’m a bit surprised that less than 60 mails a day is considered a moderate volume.)
But all our mail is delivered fine. I’ve seen none of my mail bounce. It’s very rare someone mentions that our mail has ended up in a bulk folder. I’ve received the replies I’ve expected from all the mail I’ve sent. Recipient ISPs don’t seem to see any problems with our mail stream.
A low reputation number doesn’t mean you actually have a problem, it’s just one data point. And a metric that’s geared to model one particular sort of sender (very high-volume senders, for example) isn’t going to be quite as useful in modeling very different senders. You need to understand where a particular measure is coming from, and use it in combination with all the other information you have rather than focusing solely on one particular number.
 

Phishing and trust
Leaving money on the table

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IP Address reputation primer

There has been a lot of recent discussion and questions about reputation, content and delivery. I started to answer some of them, and then realized there weren’t any basic reference documents I could refer to when explaining the interaction. So I decided to write some.
This first post is about IP address reputation with some background on why IPs are so important and why ISPs focus so heavily on the sending IP.

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Public reputation data

IP based reputation is a measure of the quality of the mail coming from a particular IP address. Because of how reputation data is collected and evaluated it is difficult for third parties to provide a reputation score for a particular IP address. The data has to be collected in real time, or as close to real time as possible. Reputation is also very specific to the source of the data. I have seen cases where a client has a high reputation at one ISP and a low reputation at another.
All this means is that there are a limited number of public sources of reputation data. Some ISPs provide ways that senders can check reputation at that ISP. But if a sender wants to check a broader reputation across multiple ISPs where can they go?
There are multiple public sources of data that I use to check reputation of client IP addresses.
Blocklists provide negative reputation data for IP addresses and domain names. There are a wide range of blocklists with differing listing criteria and different levels of trust in the industry. Generally the more widely used a list the more accurate and relevant it is. Generally I check the Spamhaus lists and URIBL/SURBL when investigating a client. I find these lists are good sources for discovering real issues or problems.
For an overall view into the reputation of an IP address, both positive and negative, I check with senderbase.org provided by Ironport and senderscore.org provided by ReturnPath.
All reputation sources have limitations. The primary limitation is they are only as good as their source data, and their source data is kept confidential. Another major limitation is reputation sources are only as good as the reputation of the maintainer. If the maintainer doesn’t behave with integrity then there is no reason for me to trust their data.
I use a number of criteria to evaluate reputation providers.

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Looking towards the future

I had the opportunity to go to a seminar and networking event hosted by Return Path yesterday evening. The topic was “Email trends in 2012” and it was presented by Tom Sather.
If any of you get the opportunity to go to a talk presented by any of the Return Path folks I encourage you to do so. They know their stuff and their presentations are full of good information.
One of the trends mentioned is the increase in reliance on domain reputation. It’s something I’ve been thinking about more and more recently. I wrote a little bit about it recently, but have focused more on the whole realm of content filtering rather than just domain reputation.
Domain reputation is where delivery is going. And I think a lot of senders are going to struggle with delivery as they find that IP reputation is not enough to get into the inbox.
 

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