There’s a lot of sage wisdom floating around on what constitutes a good subject line. On the helpful side, there are articles like this one in our Knowledge Base that emphasize clear communication, personalization, and word choice. The purpose of a subject line is, after all, to tell the reader what’s in the email.
But for every article that champions communication, there are another 10 that champion gimmickry to get your readers to open. Stuff like using unicode characters (HEARTS, STARS, HORSESHOES, CLOVERS, AND BALLOONS!!!!!!) or this article wherein the report from an ESP claims that the longer the subject line, the better your campaign is going to do. Is your audience some monolithic blob that mindlessly clicks long sentences? In the absence of good data, myths will abound, but we have lots of data in MailChimp’s Email Genome Project, so let’s take a look at subject line length and its effect on engagement.
High-Level Results
We pulled information on 12 billion email sends from earlier this year and analyzed subject line length versus open and click rate. The results are straightforward:
As your subject line gets longer, nothing happens. Cheers.
A Tale of Three Users
OK, so we’ve established that there’s not a one-size-fits-all rule for subject length. More is not better. But that doesn’t mean that there isn’t a sweet spot for you. Let me show three quick examples from actual users.
Here’s a user whose campaigns with longer subjects were correlated with lower open rates:
And one where it means not one single damn thing:
Most users examined in the study (and there were tens of thousands of them examined), fell into this third category: no statistical link. But you can easily check which user you are by just exporting the data from MailChimp. Might I suggest running an A/B split on a few campaigns where you vary subject line length and see what works for you?
The Mathematical Rant Part of the Blog Post
Granted, I’m just a mathematician and not an email-marketing expert, but I’ve got some theories as to what the data are showing us in the graphs above.
I’m sure you’ve read the phrase “correlation does not imply causation” before. Hell, there’s a Wikipedia article about it. Well, this whole subject-line discussion falls into that trap. Even if there existed a pretty graph showing a relationship between subject-line length and campaign performance, that doesn’t mean that by padding your subject with purple prose you’d suddenly be swimming in a sea of opens and clicks.
No, that relationship (like what is shown above for users X and Y) is likely caused by a third variable. For instance, what if I sent out a weekly campaign with the subject line “Christmas sale on processed meat logs full of fat and salt” and didn’t get any opens, so I changed it to “Sale on summer sausage.” Well, “summer sausage” sounds a lot more appetizing than “meat log.” I bet I’d get better performance. Would that be due to the lower character count? Only indirectly. Rather, it’s due to my astute change in diction. Hemingway would be proud.
But this rant aside, the truth is that we found, on the whole, not only no causation, but even no correlation. Over six billion of the emails we studied showed little or no correlation between performance and subject length (coefficient of determination less than 0.12).
Of those users who managed an r-squared above 0.5 for subject length versus open rate, 40% had some kind of improvement as their subject lines got longer, and 60% showed the exact opposite. That kind of split says to me exactly what I’ve been arguing: additional forces are at play in each user’s account that’s causing these relationships.
So, Where Do I Go From Here?
Your audience is chock-full of individuals with different reading habits, interests, and demographics. Maybe my audience is full of Apple fanboys and every one of them reads my newsletter on their iPhone. Well, then the subject line they see might need to be shorter for their small screen. Or maybe my newsletter is geared toward businessfolk who mostly run Outlook. In that case, maybe a longer subject is more acceptable. Within MailChimp, you can easily gather this user-agent data and many other juicy tidbits that flesh out what your audience looks like.
You could use Wavelength (just launched!) to tell what other things your audience reads. You can geolocate your readers. Find out if they’re night owls. Get social data and find influential readers. Point is, don’t just settle for what some ESP recommends (not even us). Do the math and find out what works for you.
See Also:
- The Truth About Daily Deals: MailChimp analyzed more than 2,000 daily deals and 4.4 billion emails to answer the question, “Are Daily Deals Dead?”
- Major Email Provider Trends in 2012: Gmail Pulls Ahead
- Comacast and Gmail: All your typos are belong to us




This Just In: Subject Line Length Means Absolutely Nothing http://t.co/tMsH3EpI (via @MailChimp)
RT @John4man: Fun little blog post I just got to work on — This Just In: Subject Line Length Means Absolutely Nothing http://t.co/xk4g2gRO
RT @katekiefer: this just in: subject line length means absolutely nothing, by funny data scientist @john4man http://t.co/yVfSK76E
Such an *angry* mathematician, but oh so good–> This Just In: Subject Line Length Means Absolutely Nothing http://t.co/NGvSzGOd
RT @MailChimp: This Just In: Subject Line Length Means Absolutely Nothing http://t.co/j1Gqvefh
This Just In: Subject Line Length Means Absolutely Nothing: We pulled information on 12 billion e… http://t.co/m7IxM5ZR via @MailChimp
This Just In: Subject Line Length Means Absolutely Nothing: We pulled information on 12 billion email sends from… http://t.co/h1kVYSpK
MailChimp News: This Just In: Subject Line Length Means Absolutely Nothing http://t.co/2YmWzDGN
RT @benchestnut: Such an *angry* mathematician, but oh so good–> This Just In: Subject Line Length Means Absolutely Nothing http://t …
RT @MailChimp: This Just In: Subject Line Length Means Absolutely Nothing http://t.co/01t2am2D #email #marketing
Great read! “@MailChimp: This Just In: Subject Line Length Means Absolutely Nothing http://t.co/9oOoyKAG”
The only thing that I’ve found out about Subject: lines is that they follow Benford’s Law.
Oh man, I love using Benford’s law for fraud detection. When it works it’s like using the Konami code on life.
Emnelinjens længde betyder ikke en skid – http://t.co/n4GshHGo
This Just In: Subject Line Length Means Absolutely Nothing http://t.co/e5cTtKWV via @mailchimp
This Just In: Subject Line Length Means Absolutely Nothing: There’s a lot of sage wisdom… http://t.co/9UxnQ42X
Probably not shocking to @djwaldow: This Just In: Subject Line Length Means Absolutely Nothing http://t.co/Gf4qIjLJ
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Subject Line Length Means Nothing: http://t.co/36MVnhSC cc @mcdmiller @danzarrella @mgieva
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Subject line length got ya in a tizzy?Hear what this @mailchimp math guy says and be smarter w/ data: http://t.co/Emw68kdR
#mailmarketing http://t.co/6SoPFtOM
RT @katekiefer: this just in: subject line length means absolutely nothing, by funny data scientist @John4man http://t.co/INRzxcHg
This Just In: Subject Line Length Means Absolutely Nothing http://t.co/YeRd3zEg via @mailchimp #fb
This Just In: Subject Line Length Means Absolutely Nothing via @MailChimp: http://t.co/sJLObm56 Yup. Thanks for the share @ahockely
nice RT @djwaldow: This Just In: Subject Line Length Means Absolutely Nothing via @MailChimp: http://t.co/wpfxJ7aY Yup. Thanks @ahockely
RT @jacaldwell: nice RT @djwaldow: This Just In: Subject Line Length Means Absolutely Nothing via @MailChimp: http://t.co/aVCrbPdd
According to @MailChimp, email subject line length has no affect on your open rate. Read more >> http://t.co/mM9Zla4l
Some #email #marketing gold: ignore EVERYTHING you’ve read about subject line length and open rates—just write BETTER. http://t.co/Xje7VCB3
RT @brightplus3: Subject line length got ya in a tizzy? Hear what this @MailChimp math guy says and be smarter w/ data: http://t.co/2Rt8aTEy
.@MailChimp Email Marketing Blog – This Just In: Subject Line Length Means Absolutely Nothing – http://t.co/GKC0kf0k
Email subject line length makes no difference says @MailChimp study http://t.co/jEhBbJgM Also: test b/c u could be the exception.
Neat! RT @MailChimp: This Just In: Subject Line Length Means Absolutely Nothing http://t.co/3dU3z90k
Subject line length means nothing: http://t.co/CHHOJRgA So says @mailchimp after studying 12 billion emails
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Subject line length means absolutely nothing http://t.co/tW6ribY0 #emailmarketing #newsletter #edm #conversion
MailChimp Email Marketing Blog – This Just In: Subject Line Length Means Absolutely Nothing http://t.co/ThfYy6NE via @zite
Interesting stats from @Mailchimp – averaged out, subject line length has no correlation with open rates. http://t.co/WES3i7vL
MailChimp study on subject line length vs open rates http://t.co/nTYvW9NA
This Just In: Subject Line Length Means Absolutely Nothing http://t.co/Cn01MpSo Now this IS worth reading!
#emailing: Subject Line Length Means Absolutely Nothing. http://t.co/BlUa3PvO via @mailchimp
Die Länge der Betreffzeile hat keine direkte Auswirkung auf Öffnungen hat @mailchimp herausgefunden http://t.co/7uNYaswo
By @John4man Subject line length means abs Nothing. Well… maybe not absolutely. http://t.co/uwMl3Zvg
“As your subject line gets longer, nothing happens. Cheers.” – to the point: http://t.co/ds8TGX0h
This Just In: Subject Line Length Means Absolutely Nothing | MailChimp Email Marketing Blog http://t.co/V4tEyi4i #email #newsletter #bigdata
RT @jimcaruso: This Just In: Subject Line Length Means Absolutely Nothing | MailChimp Email Marketing Blog http://t.co/V4tEyi4i #email # …
Put the word “Party” in the subject line, and we get opens!
Does subject line length mean nothing? Interesting research from MailChimp: http://t.co/alP9HF5d
Woah: This Just In: Subject Line Length Means Absolutely Nothing http://t.co/1lx7jr3e
Next time i tell you your subject line is too long, ignore me. (or at least challenge me!) http://t.co/kdX6IiMA
Great data…proves quality is more important than quality in subject lines/headlines
Lol Anna ;) RT @stylecampaign: Changing all my sub lines to “summer sausage” http://t.co/EF4BQpGq by @MailChimp
RT @stylecampaign: Changing all my subject lines to “summer sausage” http://t.co/12cHYEdF by @MailChimp
:D RT @mailchimp: RT @stylecampaign: Changing all my subject lines to “summer sausage” http://t.co/FDgjZWLy by @MailChimp
RT @NonprofitMediaW: Email subject line length makes no difference says @MailChimp study: http://t.co/EziYOOul via @netsquared #nptech
So RT @NonprofitMediaW: Email subject line length makes no difference says @MailChimp study: http://t.co/WrIdv5dG via @NetSquared #nptech
+1! LOL RT @MailChimp: RT @stylecampaign: Changing all my subject lines to “summer sausage” http://t.co/szNRPyUy by @MailChimp
This Just In: Subject Line Length Means Absolutely Nothing: http://t.co/nNhjb9Xx via our partners at @mailchimp
RT @RavenTools This Just In: Subject Line Length Means Absolutely Nothing: http://t.co/wWSkdP6M via our partners at @mailchimp
As your email subject line gets longer, nothing happens. Cheers. http://t.co/XrU5B5Nx via @mailchimp
Important new #email research: Subject Line Length Means Absolutely Nothing http://t.co/kmO9upXe #nptech
Ok ok, so “Subject Line Length Means Absolutely Nothing” http://t.co/8Hc3yVUy But you’re still going to test them… right? #nptech
This Just In: Subject Line Length Means Absolutely Nothing via @MailChimp :: http://t.co/vPkvAYLu ^Mike
Brilliant!RT @echoditto: Important new #email research: Subject Line Length Means Absolutely Nothing http://t.co/FR4oWkuD #nptech
For some reason, I find it worth mentioning that John’s original title for this blog post was “This Just In: Subject Line Length Means FUCK ALL.”
Needless to say, I toned it down. Just a tad.
Maybe you should have done A/B testing on the title?
RT @ntenhross: Brilliant!RT @echoditto: Important new #email research: Subject Line Length Means Absolutely Nothing http://t.co/FR4oWkuD …
Subject Line Length Means Absolutely Nothing in #email marketing via @mailchimp > http://t.co/8AlO6ulZ
Great example of data-based decision support! MT @ntenhross @echoditto: Email Subject Length Doesn’t Matter http://t.co/EjQcWXKX #nptech
Subject Line Length Means Absolutely Nothing – http://t.co/zhr7zdw3 /HN
“Well, ‘summer sausage’ sounds a lot more appetizing than ‘meat log.’” http://t.co/S5LlLGLx
This Just In: Subject Line Length Means Absolutely Nothing – http://t.co/lWk7MpXI
RT @dkurzius: RT @John4man: Fun little blog post I just got to work on — This Just In: Subject Line Length Means Absolutely Nothing htt …
Reason #39745 to ♥ @MailChimp http://t.co/YeQMeXbd In the absence of good data, myths will abound…Do the math & find out what works for you.
This Just In: Subject Line Length Means Absolutely Nothing http://t.co/4204OWE5 @matehi
Subject Line Length Means Absolutely Nothing http://t.co/eBPZQ9uH
Reminds me of this: (slightly nsfw, language): http://amultiverse.com/2010/09/27/correlation-loves-causation/
Mailchimp ha realizado un análisis de 12 billones de emails enviados y nos ofrece esta información en su blog http://t.co/rzttIKWa…
RT @casimusica: Mailchimp ha realizado un análisis de 12 billones de emails enviados y nos ofrece esta información en su blog http://t. …
Cool! This Just In: Subject Line Length Means Absolutely Nothing http://t.co/6WzmH5tp vía @mailchimp @casimusica
Some really interesting research from @MailChimp on Subject lines – http://t.co/avP1KsWc
RT NotedLinks: Cool! This Just In: Subject Line Length Means Absolutely Nothing http://t.co/jqxFTrW8 vía @mailchimp @casimusica
RT: NotedLinks: Cool! This Just In: Subject Line Length Means Absolutely Nothing http://t.co/1aai04Sm vía @mailchimp… http://t.co/FwiayI9H
RT @djwaldow: Subject Line Length Means Absolutely Nothing via @MailChimp: http://t.co/IIl2VMRw Yup. Thanks for the share @ahockely
This Just In: Subject Line Length Means Absolutely Nothing http://t.co/86cHpSsf #html #email
This is how you use data in a blog post: This Just In: #Email Subject Line Length Means Absolutely Nothing http://t.co/LP6Tv4q6 #nptech
Great take on this issue RT @infocore: Does subject line length mean nothing? Interesting research from MailChimp: http://t.co/FJzdWDPy
Apparently subject line length means nothing. Do you agree? http://t.co/ctanG0c0 #Email #Marketing #Advertising
RT @raventools: This Just In: Subject Line Length Means Absolutely Nothing: http://t.co/xjWtrZTp via our partners at @MailChimp
RT @wayneb77: RT @raventools: This Just In: Subject Line Length Means Absolutely Nothing: http://t.co/xjWtrZTp via our partners at @Mai …
New @MailChimp study: Subject Line Length Means Absolutely Nothing http://t.co/DL8eXmJS Awesomeness from @John4man based on 10 bil. emails
#emailmarketing RT @MailChimp This Just In: Subject Line Length Means Absolutely Nothing http://t.co/maC9SAc7
This Just In: Email Subject Line Length Means Absolutely Nothing http://t.co/B5JU2D1y via @mailchimp #smallbiz
RT @NetSquared: Email subject line length makes no difference says @MailChimp study http://t.co/jEhBbJgM Also: test b/c u could be the e …
This Just In: Subject Line Length Means Absolutely Nothing – http://t.co/YSha5SsE #emailmarketing
Interesting study-RT @impressionsplus This Just In: Subject Line Length Means Absolutely Nothing- http://t.co/shqOu1SE #emailmarketing
It’s the content that makes the difference. We did A/B split testing with a subject including price and no price. That made a HUGE difference in the opening rate.
This Just In: Subject Line Length Means Absolutely Nothing by John http://t.co/G0YxH7Y0
Apparently subject line length doesn’t affect open rates http://t.co/ercq6VDb via @mailchimp
Stop counting characters! The Chimp has spoken: http://t.co/gctp0opI
Interesting results: Subject Line Length Means Absolutely Nothing http://t.co/lI36Hbb0
Don’t waste your time reading about writing subject lines…except for this article: http://t.co/F1iDmhzK
MYTH BUSTED: Subject Line Length Means Absolutely Nothing for Your Email Newsletter http://t.co/hHNSVKcE
THIS JUST IN: “Subject Line Length Means Absolutely Nothing!” (MailChimp Email Marketing Blog) http://t.co/OBTggzMW
RT EcommerceJobs: THIS JUST IN: “Subject Line Length Means Absolutely Nothing!” (MailChimp Email Marketing Blog) http://t.co/X6uBllxw #ec…
RT EcommerceJobs: THIS JUST IN: “Subject Line Length Means Absolutely Nothing!” (MailChimp Email Marketing Blog) http://t.co/DXcB00ds htt…
This Just In: Subject Line Length Means Absolutely Nothing — http://t.co/hKcREqAo via @mailchimp #emailmarketing #analysis
Emailers take note. This Just In: Subject Line Length Means Absolutely Nothing http://t.co/dqxi5UBy via @mailchimp
Hi guys,
I’m a longtime fan of Mailchimp, and am also the guy who wrote one of the reports you linked to for the ESP I work for here in London.
I broadly agree with you guys that the length doesn’t mean that much – and that correlation is not causation – but I think the thesis of our report has been misinterpreted.
What we were hoping people would take from it is the importance of using multiple benefits in the subject line. Long or short, it’s benefits that sell.
And, the majority of the report looks at subject line content – so I’d suggest it’s worth a read on that front.
Anyways, always up for a good debate. I do like all things Chimp, keep up the good work.
Cheers
Parry Malm
Account Director
Adestra Ltd.
#Emaildesign: So many rules. We’re happy to toss even one! Thanks @mailchimp http://t.co/m31u81JT #bbcon #afpeeps #nptech
Subject Line Length Means Absolutely Nothing http://t.co/wqfLn4a6 via @mailchimp Great Data!
One of our team sent an accidental test email titled “Email Preview” to our entire list. It received the highest open rate…go figure.
Nice! Give that guy a raise?
This Just In: Subject Line Length Means Absolutely Nothing http://t.co/Hqob8RL7 via @mailchimp #emailmarketing
Come on! You look at all data for all customers and say that subject length means nothing.
But another possible conclusion is that there is no single subject length that’s best for everyone, no single guideline.
Because you then proceed to demonstrate that for some customers, a long subject line works fine and for others a short subject line works better. But you don’t try to find which sorts of businesses need a short subject line and which need a long subject line.
Then you finish by recommending A/B testing. After saying that subject length doesn’t matter. Clearly it does; and you don’t tell me anything that helps us assess which is better for me. Unless I subscribe to your service and use your analytical tools.
So this is just a round-about sales job for your analytical tools, disguised as useful information to get me to read it?
Thanks for sharing such interesting data! I”m still trying to wrap my head around the idea of someone studying 12 billion emails.
We linked up to this in our email news roundup at http://blog.ividence.com/en/archives/email-marketing-news-september-24-2012
I can buy this theory…Length might not be important, but the words are definitely mean something. Bland, boring, vanilla subject lines will not generate the same frequency of opens as something interesting, provocative, and tantalizing. Quality of Quantity prevails…
RT In case you missed @John4man from @MailChimp last week: Subject Line Length Means Absolutely Nothing http://t.co/ktMuRSRl
Interesting. The length of a subject line means absolutely nothing when it comes to open rates http://t.co/wCvzIIMr
Subject Line Length Means Absolutely Nothing http://t.co/6kOyeOI9 #clickrate
How long should e-mail subject lines be for best results? http://t.co/lzmFla3m
A great example: Size Does Not Matter … http://t.co/WkrIfIZt
This Just In: Subject Line Length Means Absolutely Nothing | MailChimp Email Marketing Blog http://t.co/XBcHPXeR
This Just In: Subject Line Length Means Absolutely Nothing http://t.co/IvVGDZu1 Avoid leaving it blank, though
RT @karvetski: RT @karvetski: This Just In: Subject Line Length Means Absolutely Nothing | MailChimp Email Marketing Blog http://t.co/T6AuN9J9 #nptech
This Just In: Subject Line Length Means Absolutely Nothing via @MailChimp http://t.co/DMxSxqjy
“Hearts, stars, horseshoes & BLUE MOONS” ;o) RT @ajleon: Subject Line Length Means Absolutely Nothing via @MailChimp http://t.co/F5rAIAmx
RT @PivotalWriting: RT @PivotalWriting: @ResponseCapture @synotac MailChimp: “Subject Line Length Means Absolutely Nothing” http://t.co/5cSI22KL
This Just In: Subject Line Length Means Absolutely Nothing http://t.co/OlwUooeL #emailmarketing #subjectline #email via @mailchimp
RT @adriansalmon: RT @adriansalmon: Great post from @mailchimp – ‘This Just In – Subject Line Length Means Absolutely Nothing’… http://t.co/8xoG5Glv
12 billion sample : Subject Line Length Means Absolutely Nothing
After recent reports that subject length matters, MailChimp average stats say it doesn’t http://t.co/3boUSr6O
This Just In: Subject Line Length Means Absolutely Nothing http://t.co/v2oesSTt via @mailchimp #email
Interesting: Do shorter email subject lines = higher open rates? Or vice versa? http://t.co/yYuBTD5z
John, people in the email industry are asking for methodology, so uh… care to post?
Yeah, i didn’t actually lay out my full methodology in the post, because I wasn’t sure how much of the MC blog audience would want to get bogged down in the weeds.
But now that we’re in the comments section, let me lay it out.
First off, I’ll make this disclaimer. There’s probably oodles of ways to slice this data, and I’m happy to discuss if someone wants to push back on me. If fact, let me provide a counter-result to what I said above and then argue why I think it’s not the best way to go:
Let’s try this approach:
1) Calculate the average performance of campaigns in the system
2) Calculate the average performance of campaigns bucketed by subject line length in slices of 10 to avoid small numbers games. So 0 -9 characters will have a performance, 10 – 19, 20 – 29, etc.
3) See how each length bucket deviates from the overall average in terms of performance
If you do the calculation this way, what we see at least in MailChimp’s data is that subject lines with 0 – 9 characters perform about 20% worse than average, 10 – 49 characters perform 10% – 20% better than average, 50 – 59 characters is average, and 60 – 150 characters perform 10% to 20% worse than average. If this result were true, it’d discount the study I referenced at the beginning of my post.
Pretty neat. If that sounds reasonable to you, then I say roll with it. Terse subject lines are bad, short ones are good, medium ones are medium, and long ones are poor.
But that result leaves out a lot of things I think are important. Specifically, we’re going across thousands of user’s accounts and combining all their data into a soup with no sensitivity to their audience, their content, their industry, their geography (MC is quite international), their list. We have 1 single baseline that we’re comparing against. I wanted to find something that seemed more contextually appropriate.
So here’s how I did the study in the blog post. And if this sounds like garbage to anyone, feel free to call me out.
I analyzed over a million campaigns with sends between 1,000 and 7,000,000 from users who sent a number of campaigns during the study’s time horizon. I pulled this campaign data from tens of thousands of user accounts from a four month period. I wanted the time horizon to balance getting a number of campaigns from each user with keeping list changes as controlled as possible, so four months is where that landed me.
For each account, I calculated an average open rate. Then I calculated a (subject line length, open rate) point for each campaign they sent. I created a plot for each user showing how their performance deviated from their baseline. Doing linear regressions on these plots is how I claimed that the majority of user accounts show no relationship.
If we average the results of all the plots or just those with a reasonable coefficient of correlation, you get my result, which is that the deviations from baseline within an account go every which way (up, down, flat) and everything just cancels out. So rather than just doing one high level calculation, to summarize, I did tens of thousands of mini-studies and then put their results into one graph.
Of course, all this methodology discussion aside, I believe my causation argument, while tired, holds a lot of water here. Furthermore, one cannot argue with the fact that we found thousands of accounts with a positive correlation between subject line length and performance, thousands of accounts with a negative correlation between subject line length and performance, and thousands of accounts with no link at all. Ultimately that’s the data I look at to say, “Man, this is a red herring. If I were a user, I’d spend my time thinking about something more productive.”
You seem to have overlooked another important factor: How incredibly bad and unprofessional a truncated subject line looks.
A lot of email readers have a 25 character display limit for subject lines as the default setting. Longer subject lines don’t necessarily add value to a message but they sure do look like crap when they get cut off.
Really enjoyed this article, an amusing read!
I’d be interested to see how spam scores factor into these data. What do the data show?
There’s a great list of symbols for use in email marketing subject lines on wikipedia http://en.wikipedia.org/wiki/Miscellaneous_Symbols
This is great.. i have never though of the relation between the email subject and the device they use to read the email. Great point. This is huge factor that i have forget. Great post John