Gmail filtering in a nutshell

Gmail’s approach to filtering; as described by one of the old timers. This person was dealing with network abuse back when I was still slinging DNA around as my job and just reading headers as a hobby.

Gmail uses a 10+ year old neural network that analyzes thousands of factors, related to email, IP, and web, integrated with all Google products, and with 99.9%+ accuracy for identifying certain types of messages, combined with an email-specific domain-based reputation system that combines IP reputation, content, read rates, reputation of other senders with similar content.

This excerpt was shared with a bunch of delivery experts and every one of them agreed. The Gmail filters are incredibly complex and they measure thousands of different things about email. Yes, sometimes you can remove a link or a URL and get mail to the inbox for a while. That doesn’t mean the block was against the URL, simply that changing the URL changed the score enough for the mail to go to the inbox.
This is part of what makes Gmail delivery issues so difficult to troubleshoot. There isn’t one thing, it’s all the things that contribute to where an email ends up. We, as senders and deliverability experts, don’t have access to the Gmail data. The poster goes on to say:

Trying to fix this using only inaccurate proxy data where there is no mediation pathway in a matter of weeks is complex.  We consume data from a multitude of sources, compile and analyze the data, determine which of the hundreds of factors we can influence should be adjusted, come up with the easiest plan to address the most influential factors, and explain that to the customer using the clearest language possible to individuals who are not educated on the definition of a complaint.

We do our best, with limited data and try and tell you how to fix things.
One of the biggest challenges with Gmail delivery is I am convinced they look at your profile of recipients. They can map someone who is collecting addresses through third parties, or buying lists based on the specific Gmail accounts targeted by a mailing. Gmail has publicly stated and has on their website that they don’t think co-reg or purchased lists are opt-in. They have the technology and ability to track that. I think it’s one reason senders trying to use email for acquisition have such a challenge getting into the inbox and Gmail. I think it’s a feature, not a bug for them.
 

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Inbox challenges and dull email in the tabbed inbox

Getting to the inbox is becoming a greater and greater challenge for many marketers. According to Return Path, 22% of opt in mail doesn’t make it to the inbox.
The challenge to marketers is that a lot of opt in mail isn’t important to the recipient. Sure, they’re happy enough to get it if they notice it, but if it’s not there then they don’t care. They’ll buy from an email ad, but it might not be something they’ll seek out. Recipient behaviour tells the ISPs that the mail isn’t all that important, and a lot of it is just background noise so the ISP not delivering it to the inbox doesn’t matter.
Email marketing is like the Girl Scout of the Internet. If the Girl Scout shows up at your doorstep, you’re probably going to buy those 3 boxes of thin mints. But if she doesn’t, that’s OK. If you really want the cookies, you’ll find the co-worker who is taking orders for his daughter. Or you’ll find the table outside the local coffee shop. The Girl Scout showing up on your doorstep makes it more convenient, but she’s not critical to get your fix. Of course, the bonus of the Girl Scout on the doorstep is that a lot of people who won’t go find the cookies will buy when she’s on the doorstep.
A lot of email marketing triggers purchases that recipients would make anyway. They think they might want a particular product, and when they get that coupon or discount or even just a reminder they make the purchase. The email triggers the purchase of a product the buyer intends to purchase anyway. Some email marketing trigger purchases of things the recipient didn’t know existed, but is so enticing after one email they can’t live without. Some email marketing triggers an impulse purchase. In most of these categories, if mail doesn’t show up in the inbox, the recipient really doesn’t miss it.
Many marketers, despite loud protests that all their mail is important and wanted, know this. That’s why so many marketers are having conniptions about the new Gmail tabbed inbox. They’re losing access to the impulse.
From the data I’ve seen, tabs are effecting email marketing programs. Some programs are seeing more revenue, some are seeing less. I think it really remains to be seen what the long term effects are. For many recipients the new tabbed inbox is a new way to interact with their email. Change is hard, and there is a period of adaptation whenever an interface changes. We really don’t know what the long term effect of tabs on sales will be. Sales may go back to previous levels, sales may increase over previous levels, sales may decrease from current levels or sales may stay at their current levels. The full effect isn’t going to be obvious for a while.
It does mean, though, that email marketers need to step up their game. Email marketing in the age of a tabbed inbox might be less about the impulse purchase and more about cultivation and long term branding.
 
 
 

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Thoughts on Gmail filtering

Gmail has some extremely complex filters. They’re machine learning based and measure hundreds of things about incoming mail. The filters are continually adjusting to changes and updating how they treat specific mail.
One consequence of continually adjusting machine learning filters is that filtering is not static. What passes to the inbox now, may not pass in a couple hours.
One of the other challenges with Gmail filters is that they look at all the mail mentioning a particular domain and so affiliate mail and 3rd party mail can affect delivery of corporate mail.
The good news is that continually adjusting filters adapt to positive changes as well as negative ones. In fact, I recently made a segmentation suggestion to a client and they saw a significant increase in inbox delivery at Gmail the next day.
Gmail can be a challenge for delivery, but send mail users want and mail does go to the inbox.

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Delivering to Gmail

Gmail is a challenge for even the best senders these days.
With the recent Gmail changes there isn’t any clear fix to getting open rates or inbox delivery back up. Some of it depends on what is causing Gmail to filter the mail. Changing subject lines, from name, from address may get mail back to the inbox in the short term, but it only works until the filters catch up.
What I am seeing, across a number of clients, is that Gmail is doing a lot of content reputation and that content reputation gets spread across senders of that content.  That means you want to look at who is sending any mail on your behalf (mentioning your domain or pointing at your website) and their practices. If they have poor practices, then it can reflect badly on you and result in filtering.
From what I’ve seen, these are very deliberate filtering decisions by Google. And it’s making mail a lot harder for many, many senders. But I think it is, unfortunately, the new reality.

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