Chat Bubble Blindness
atlistmaps.com
atlistmaps.com
I think the purpose of this bubble is to promote Intercom. It's for sales/marketing people who see it elsewhere first (but never use themselves) and think it's a great idea. Next thing you know, there's an order coming from the C-level to engage with Intercom and integrate it.
The effect of the integration is that some people will talk and it will seem like an improvement - compared to zero interactions previously, no doubt it is. As a consequence of this, nobody bothers to check if it's the best way to integrate the chat functionality.
(Although this is only one of the 1000 things that are wrong on the web today. All sorts of unnecessary things that you need to ignore, neutralize, refuse, dismiss etc. before you can get to the content.)
> We first added Intercom when we launched Atlist— it just seemed like the startup thing to do.
Seems like a perfect example of a feature that wasn't born out of demand or a perceived demand - it was just one of the bells and whistles available as freebies in frameworks so why not throw it in there.
I could understand the thought process at first glance. NLP is revolutionizing things. Startups want the lastest technology if it's backed by Arxiv papers underneath enough layers. There is the image of people working dead-end jobs in call centers answering questions that nobody wants to spend time on but need to get answered anyways. So why not just make all of that go away, by inserting this ready-made digital replacement into your package.json?
I feel like the point is being missed though. Because even a call center employee working at Comcast is still a human. I think people are getting way too ahead of themselves in thinking code and "neural" networks (what a misleading term) can suddenly automate all of these things that could never be automated before, like dynamic conversations. And even before that the article proves that a single HTML form element is 62% more effective than a VC-backed GPT2-powered "solution" to a problem nobody had. Why require a dynamic conversation at all if e-mail works better?
Maybe there's some property about human interaction with founders or call center workers that's fundamentally impossible to replicate with technology, at the philosophical level, and we'd be better off investing into human resources instead of spending all of this engineering effort trying to work around that fact. Or maybe there theoretically isn't such a limitation, but I have serious doubts that 2020 is the year we'd finally be ready to declare that we've gotten past them.
If it were just about the chat we would have dropped them for a cheaper solution long ago.
They continue to roll out new features and charge more and more for them though, so they will eventually run us off. Just not yet.
The ML sprinkled over MS Office, Facebook's image tagging interface, GMail are often very useful to me, but I can't see anyone finding the suggestions so reliable they would be comfortable letting the systems silently work without guiding the process and approving changes.
It's good to have someone keeping an eye on the customer interactions. If you have such a deluge of support requests that this is a problem, maybe the actual solution is a simpler process or better communication up front.
This is the thing that is odd to me about this article.
They increased the number of conversations, ok. But are conversations valuable? How about actual conversions (not conversations)?
If conversions remained the same, but conversations went up, it seems pointless.
There's a perceived need for a Facebook page or Twitter, but how much value does it really add to either party. Especially in commerce where conversion correlates with speed, is it really worth paying that performance cost? As an example, last week I removed a bunch of integrations for a client that were adding no value and adding roughly 1.5s to First Contentful Paint.
Though as a strategy, it sometimes pays off to hurt your competitors by focusing them on features that are useless or cost them money.
Give me the option, if I need it I will use it. Force it on me I will leave
Automatic popups are like the annoying salesmen in stores asking you unsolicited questions.
(The floating bubble doesn't help as well even if it's more discrete, and I believe not a lot of people associate it with "live chat")
Me: "Go away."
"Hey, remember those people who follow you around the store and intruded as you were just browsing? Those sucked! Let's bring that to the web". And lo, chatbots were born.
The worst ones are the embeds that open a small window within the page. Hope you didn't want that content in the bottom-right.
I worked at a Best Buy back in the day and the name of the game was upselling. My most annoying coworkers were quite successful.
Most HN members are unlikely to be upsold due to high technical knowledge. You are probably more likely to have done research ahead of time and know exactly what you're looking for.
I absolutely hated the US diners with multiple 'are you ok? do you need anything?' interruptions during single meal. I know why it happens, I just find it really annoying.
I would LOVE to have a restaurant where I can order from my phone at the table, signal waiters etc. And get a notification when food is ready so we can both choose when they will bring it out.
Here’s a link if you’re ever visiting and want to check it out: https://goo.gl/maps/5tiXvJDC9DBXoHYt8
It's a much more pleasant experience overall.
i'm of mixed opinion--it's good when you want to be left alone to chat with your tablemates, but when you need lots of service, it can be annoying (and make you a little self-conscious). the nice thing is that you can usually still just flag down one of the usually abundant servers (back before lockdown).
We ate a lot then. Me and my friends were the terrors of buffet lines all across town ...
This is even worse (to me) because most of the time there's nothing discreet about it.
I'd rather have someone ask up front if I need help - at which point I can politely say no - than just follow me around the store, silently watching, like a hyena stalking a wounded gazelle.
Maybe chat bubbles are similar? Taking away someone's initiative might work well for things they don't want to do, but for people who know what they want or just doing research, it doesn't seem like a good plan.
Some of it is just the limitations of a SCO, in that store staff don't have to wait for each item to be weighed by the lane before moving to the next item, but a lot of is that most people are not nearly as fast as they think they are.
A lot of it depends on how hands-on the staff manning the SCOs are as well. The Costco near me implemented SCOs in the past year, but those might as well be full checkouts with the number of staff that are around them looking to help out.
Of course the cashier will always be faster, they are familiar with the interface, know where most of the barcodes are and have the codes of most non-barcoded items memorized.
But self-checkout could be much faster by removing some anti-features (from the customer POV). I have seen a couple of stores with a better solution where you pick up a scanner at the start and scan your items as you go. This has the advantage of parallelizing most of the process instead of clogging up on big expensive machines. In fact with the ability to check out on that device you could probably get by with just a "Customer Service" desk for when something goes wrong.
This is a huge contrast with my experience in the UK. Those scanners are talking, are slow to move between states, require you to put everything from one to another scale. This is indeed often slower than a human worker, and amazes me to no end.
It seems to be a classic case of bureaucratic risk aversion without proper cost analysis.
Walmart has this figured out. You just scan the item. Done. No scales, no anti-theft I can tell aside from a person watching.
Are you familiar with any similar systems today? How do they rate on throughput?
The 'metal divider, self bag' is a discount / bulk store I go to. Old-style 'casher + bagger' is another. And I've gone to stores with self-checkout, both with and without scales in them.
Seems quite varied here, with of course that variance mostly along franchise lines...
I don’t think opting-out of self checkout counts as “supporting the workers”.
As for my car... most often I'm either by transit or walking. Anyway, I could be wrong but I don't think stores offer help out where I live. I've never heard it in the decade that I've lived here.
Walmart? Are you sure? They are not known for being helpful, let alone solicitous.
Ironically, the only grocery chain that I can think of where employees actively ask if they can help is Trader Joe's. I can't help but giggle at the fact that they're German-owned, even if this part of the culture came from the American founder.
Oh I would also be very confused since Aldi is the pioneer when it comes to shopping in peace and w/o frills in Germany.
No answer, of course.
Brilliant.
A simple "live chat" link in the navigation or footer like they've done works so much better than the intrusive popups.
Got a phone call from a Sales rep 10 minutes later asking if I need help filling it out or if I was having second thoughts!
I had to sign up anyway (it was for work), but still... that was a shock.
My internal ranking of contact options is like this:
Email - completely useless, won't even try. Nobody ever replied me on my email sent to the contact listed on a company website. (my address is my first plus last name at gmail, so nothing "weird" there)
Chat bubble - almost useless, will try only when desperate, like when other channels don't respond or gated (e.g. phone number gated by ten layer deep voice menu)
Telegram/Whatsapp chat associated with work number - almost always work and quick, but rarely made available for customers. Or available only after you've already contacted them some other way.
Phone - always works but needs a lot of attention and interruption from both parties
"Always" seems excessively generous here. There are many times I've contacted a company and reach a human who says "sorry, I can't help you, but you can file a ticket on the website" let alone the times I've received "sorry, we're experiencing more than normal callers, please try again another time" without even the option to wait on hold.
Huh? That's how I always reach out about something, and probably get a response 90% of the time?
I don't think you're giving e-mail enough credit here. Not sure why you think it's useless.
I detest all the synchronous waiting associated with chat/IM/phone hold, I much prefer to send an e-mail and get a reply the next day whenever possible.
I've personally never had that issue, but my formative years on the internet were on IRC, and as a result when I see a chat text box, I usually send chat messages tersely and fast.
Hey
I could use some help
For some reason I can't log in.
Not sure why?
Looking at the network
the login request didn't seem to send my password.
ect.I've only recently learned that this is apparently not universal behavior. Two of my co-workers at my company actually fill out large, properly formatted, paragraphs of text in the chat box.
There was a point where one co-worker chastised me for continually interrupting them before they could finish writing. Funnily enough, when I talked to them about using a rapid style of fast terse messages, they immediately adapted to using it. So I think this is just a culture thing. It comes down to what your primary modes of communication are.
So with that in mind, I suspect that when you fill out large chunks of text like this, it looks to the support staffer that you started filling out the text, then moved off the webpage and forgot about it. They were likely expecting a terse sentence.
If even a single other person sent messages this way, maybe I'd change my notification settings and see everything much later and less often. But since it's just him, he annoys me on a regular basis with this behavior. Just... don't press enter. Why can't you write the same things, without pressing the button that makes noises on 12 devices miles away every time you stop to think? Why???
I have to say however, that this form of paragraph writing behavior is very irritating when you're stuck their numbly waiting for them to proof read their magnum opus. And you can't just leave and go back to what you were working on because in 4 minutes you're going to get interrupted by another dissertation. So you just have to sit there watching "Alice is typing" as it flicks on and off. When you could have been having an active conversation.
The reason the rapid reply behavior happens is to allow you, who is presumed to be actively looking at the person, to read the text as it is being wrote, so that you can formulate your response quicker.
And keep in mind, the situation where you have the attention of a support employee is that time where they are waiting on you.
So if the take away here is anything, it's:
* write well before you have someone's attention
* write fast when you have it
* be respectful of other people time
* be mindful of the effects of your actionsThis same coworker will also "formulate his response quicker" without letting you finish what you're saying in person, too. Then he'll interrupt you to go on some tangentially related rant, and won't stop unless you interrupt him back or he's repeated all the points of his rant three times. So maybe he's just bad at this in general, and it only happens to manifest as too many notification pings in threads and DMs on slack, when they're not really the core problem here.
BTW. I've been doing some investigation of Zulip since it showed up on hacker news, and I think it is much better optimized for the style of communication you're describing that your team uses. I recommend investigating it.
Bbc/email systems are for long-form communications -- slow, methodical and referencable.
Slack and its friends committed the great crime of conflating the two, to produce systems that are never as quick as you'd like, and never as referencable as you'd like, and no one knows how to effectively communicate on it because there is no effective communication unless all parties forcibly drop back to irc
As an example last time in a "contact bubble" with my cell operator - I had an issue with their app for smart tv, human operator requested me to reboot it, by the time I did it she already hang up. Almost the same happened with my bank, they asked some address, and while I was asking it (like 2-3 minutes tops) they are gone.
PS: I one had a chat with a USA Amazon and that was super helpful, quick and they never hang up even after we were done with discussing a problem, they just waited with open session (I wasn't sure who need to hang first), and asked "do you want anything else?" So sometimes this stuff works fine.
* Chat bubble: 34 conversations from 8,004 visitors (0.42%)
* Nav link: 45 conversations from 6,622 visitors (0.68%)
It probably performs at least on par with the chat bubble, but it doesn't seem like enough data to say confidently that the navbar outperforms the chat bubble.
I agree that it's a net win to remove the intrusive chat bubble if they're not sacrificing conversations, but the title is overstating the evidence.
In this case, these are indeed tiny percentages. But you're going from something that a lot of people dislike and that is more complicated (from a technical standpoint), so we can simplify things and user interaction with live chat is not impacted.
There is a lot of potential economic impact here; during a major problem (which WILL happen) the number of people looking for support would increase sharply. If people are blind to your support system, you could be saying goodbye to a large amount of customers. Ignoring stuff like this is a far more common trap. We spend a lot of money on firefighters, even though we hope they never have any fires to fight.
p0 = 34
p1 = 45
n0 = 8004
n1 = 6622
z = -2.0924
p = 0.03662
So, the improvement is statistically significant at 95% confidence (p < 0.05)
As far as practical significance, that's debatable . . .
How much data would you need for confidence? According to my calculations this is 98% confidence. That feels like 'enough' to make a decision for my small startup.
I'm pretty explicit in the blog post that this isn't meant to be universally applicable— it's just what happened to us.
However context is important - at this level of significance you'd expect to see a similarly strong, but ultimately spurious, effect going from the A to the B test about 1 in 50 times.
Since you're not working on something safety critical, that's probably an acceptable false positive rate for you. But generally speaking, and in particular here since the absolute numbers and changes are quite small, I would be wary of trusting such a result. It seems promising but inconclusive. Maybe run a few more tests with disjoint (or nearly so) samples of visitors?
There are a few other things that could possibly confound the result - off the top of my head, your screenshots look like different pages between the A and B test. I'm not sure if that's how you ran the experiment or if you just happened to use two different page screenshots, but that would typically disqualify the result and require another test.
I was also wondering about that
1) Why did the two groups have such different N sizes? If it was intended to be run as a 50-50, a large delta would make me wonder if there was an exposure bias
2) For the baseline rate (0.4%), this test is underpowered for even a 50% change, meaning you will have a high false discovery rate
There are some valid possibilities to explain the discrepancy, but there are also a lot of possibilities in which the test wasn't setup properly and it isn't measuring the right thing.
When you get a test result that confirms your suspicion, the first thing you should do is challenge those results.
It's kind of like hiring a used car salesman to do your sales. Sure, perhaps he'll sell more in the short run, but if that's what you're after there are plenty of unsavory tactics out there you can use. Wouldn't you rather customers just had a good, clean experience they're happy to share with others?
I think we should keep in mind that HN readers are far from the typical internet user.
When we started Olark (http://www.olark.com) in 2009 it was novel to show status before you clicked on the chat button, and to float on the screen.
I both were super important, because like you I hated clicking on a box, button, icon, for instant help and having it say "leave us a message" - and I didn't like having to dig around to find some way to contact a business.
Now-a-days many chat/messaging products occlude presence in favor of collecting as much contact information as possible without letting you know if someone is actually there to answer the question --- or if you will be funneled to a bot.
There are a couple of reasons for this: - the relatively high cost of having a person talk to you. - the allure of getting leads for low cost (i.e. chatbot < $$ than person) - it's far easier technically to ignore presence as boot-time or never even implement it. - the growing lack of user expectation for an immediate response.
I think good human-to-human conversations are essential whether you are starting out or scaling a business. The trick is consumer behavior is changing due to dark patterns.
Perhaps "blindness" is an issue. But also the chat bubble execution itself. Do visitors understand what it is?
I wonder what would happen if there were a persistent chat bubble with the text "live chat" or "chat now" "questions?"
In contrast, "Live Chat & Support" in the primary navigation is extremely visible and clear.
We use Intercom in our product at work. But it's for customer support, and is always initiated by paying customers.
1. I never know what forms of contact a website will provide until I navigate around the site to find it.
2. Finding the contact information can be difficult in the first place.
3. With the instant chat I either a) know I will get a quick response, or b) it tells me how long a general response takes.
4. I don't like having to use email for quick questions.
5. I DO like that the chat falls back to email as a response mechanism if the response time is longer than I am willing to wait for.
Or if the chat widget asks for an email address directly. But then I can just type random letters incl an @
Mind you, I used to mute the television when ads came on. The constant repetition drove me nuts. Radio is even worse, which is why I haven't used one since I was a kid.
Its not that I try to avoid any and all advertising. I think Twitter actually does a good job of it - at least in my feed, as the ads I get are directly related to my interests, and have actually resulted in purchases from me.
It's the constant unwanted disruption. Remember when people hated the <blink> tag in the 90's, or those ads that jiggled? They are all different variations on how to annoy people into thinking about one (generally unwanted) thing all day.
You know who does chat very poorly? LinkedIn. Once those notifications show up on the screen, it's so hard to get rid of them! You have to save messaging to the last on that site if you don't want to see the name list covering the right-edge of the screen, or a chunk out of the bottom when you minimize it.
Using the technique from https://www.evanmiller.org/sequential-ab-testing.html
N = 14626, sqrt(N) = 121
T = 45
C = 34
T - C = 11, far below the 121 required to declare the change a success with 95% probability.
T + C = 79, also below the 121 required to declare no winner.
So it may be that there isn't blindness to the icon, just less confusion with the text. You could further test this perhaps by reinstating the icon and labeling it. That might convert even better.
Sorry. I didn't submit this!
We've found intercom to be a massive improvement in our user conversations, up from when we have a live chat button as well as when we had a direct WhatsApp/chat functionality through a page.
I'm with everyone here in how annoying chat plugins are, in fact I was so against it that I fought tooth and nail to keep it out of our product. I eventually decided i should back it up with data and decided to give it a shot.
Speaking to the users, they love it. We're short circuiting a lot of conversations about usability and "how do I do this" little things that wouldnt have even reached us otherwise.
I rub with all of this is that I think we operate in a different user space than most of the commenters here (but I may be wrong). I say this because I still have chat popups, and it actively turns me off using a product and makes the decision for me in whether I buy something (to a no).
The difference might be that our users skew older - 40s to 50s and up, and are from a very old industry with little tech penetration. Email is still the preferred mode of communication, And they don't escalate anything except complete system failures. Intercom has somehow jumped that gap and makes them talk to us more. I'm as surprised as anyone.
More important question is if they are getting spurious extra engagement (i.e. more chat traffic eventually costs more money), or they are getting the engagement they want.
> The navigation link led to a 62% increase in live chat conversations...This felt like a win— I like live chat but I hate chat bubbles...In any case, don't expect to see a chat bubble on Atlist ever again.
That's the conclusion: "For this page, losing the bubble is okay. We're going to lose the bubble."
> And if I hate them, maybe users hate them too? Maybe users have developed a chat bubble blindness— just like banner ad blindness.
That's the speculation. You can tell because of the 'maybe's in there.
This is actually quite well-written. The conclusions are written in clear language indicating fact. There is a potential "future work" description that speculates on possibilities while expressing the uncertainty.
IMHO very well expressed, good text. But what you've said has made me think about why people sometimes read scientific papers the way they do. They'll say "They claim that this will make fusion power possible" or something like that when those parts are in the "Future Work" section and are therefore unsubstantiated and intended to be a "here are some distributaries of this river of fact".
Interesting. I think the cues are adequate, but clearly they are not for many. I still think they should write the way they do and just accept that some in the audience aren't going to make it there.
They had good reasons for getting rid of it (the “designing around it” issue is a real “tail wags dog” problem), so I’m not suggesting they made any sort of mistake! Just curious if one vs the other appeals to different kinds of ppl in a meaningful way.
Less than judicious use of any modal/floating element is a problem and adds to user frustration.
It's worth doing an external test with a fresh browser (no {cookies, localStorage, cache, logged out, default browser API permissions for the website} every month or so. With the basically-useless-now cookie disclosure banners, chat banners, adblock warnings, "returning? why don't you log in" modals, special offer modals, location permissions prompt, notification permissions prompt, occasional survey prompts, etc. These make me want to leave your site as fast as I can, sometimes before I bother staying for my purpose.
I think developers tend to be responsible for adding features but few if any people are responsible for removing features when they don't work well together or are no longer as relevant as they could have been.
Also, modals and floating elements are simply overused. They are the equivalent of blinked elements in the early web days. Use sparingly.
The chat bubbles are far too big on mobile devices.
I go out of my way to instantly close them and it does not delight me in the slightest to have to deal with them.
Having a chat button to press that is unobtrusive is a far better layout.
Assuming there was a 0.545% chance for visitors to start a conversation, and the chance didn't actually change between the tests.
In that case you'd have an ~8% chance to get 34 conversations or less for 8004 visitors, and also an ~8% chance to get 45 conversations or more for 6622 visitors, and there would be just a ~0.66% chance you'd actually see a gap that large (or more accurately: gap between any x<=34 and x=>45) by random chance, suggesting there was probably some change in p in between the tests.
Mind I just played with a specific p of 0.545% here, and also halfassed it.
I'd be interested in seeing an A/B/C test between a basic bubble, a noisy bubble, and the text link demonstrated in the linked article.
Edit: I see now, that is not intentional.
This motivation sounds like a recipe for disaster.
This links to an Indie Hackers post which doesn't have the full context. You can find the original post here: https://news.ycombinator.com/item?id=24060501
Sorry OP— just thought I'd point that out :)