I'm Aza Raskin @aza. I make shiny things. I simplify.

I'm VP at Jawbone, focusing on health.


Solving the “It” Problem

One of the neater features of Ubiquity is it’s ability to understand pronouns in a natural and contextual way. For example you can write the command

email That's brilliant! to him

and if you’ve got the name “Jono” selected, Ubiquity understand that “him” means Jono, and thus to look up his email address. Thus we get “email That’s brilliant! to jono@mozilla.com”. Although this makes for a great bit of magic, and is wonderfully useful, Ubiquity isn’t perfect in guessing what to interpolate. Say you’ve got “Lolz” selected and then use the command:

twitter I've seen links to this a lot

The question is do you mean to twitter “I’ve seen links to this a lot” or “I’ve seen links to Lolz a lot?”. Both make sense, and which one is better is unclear. The method that Jono DiCarlo pioneered was to embrace the ambiguity: we can make a smart guess about what the user means, but always give them the final choice in disambiguation.

The problem we’ve seen is that as we add more pronouns, the number of possibilities for interpolation goes up exponentially. For two pronouns, there are 4 disambiguation choices; for three pronouns, there are 8 disambiguation choices; etc. And for every extra command that matches, you double the number of disambiguation choices. It’s not a scalable solution.

Also bad is that often what Ubiquity thinks it should be interpolating is not your locus of attention, so as we use Ubiquity we often make mode errors. And we see this happening fairly often in the wild, where tweets have a random words from an errant selection where the word “it” should have been.

Bring the Fight To Them

There are a couple of potential solutions to the pronoun substation problem, but many of them don’t fly. For instance, we don’t want any special markup or computery quotation marks for indicating the to-be-interpolated pronouns. It should feel natural.

The solution I like best so far flattens the decision tree by having you choose as you type. It takes inspiration from cell-phone autocomplete/auto-correcter interfaces.

As you type a magic word, you can click or up-arrow to select the substitution. If you ignore it and keep typing, you get the plain text you typed. Think of it as on-the-fly text augmentation and structuring: we can greatly reduce the complexity of natural language processing by stealing a cycle from the user in a humane way. This scales nicely to other magic words. For instance, “url” can be replaced with the current pages url.

As focus in on Ubiquity uplift into Firefox, smart pronoun substitution may be largely important.

Question: What other solutions are there? We’re interested in radically different ideas to explore the solutions-space before we commit to one.

RT @aza Solving the “It” Problem | Follow @aza on Twitter | All blog posts

Tags: , ,

View all 130 comments

It’s not great from a natural language processing perspective, but you could resort to special keywords like “thisselection” instead of common English words like “this”.

Maybe use Tab completion instead of Up arrow?

If you type “this” and then press Tab, it replaces “this” with your selection? And if that’s not what you intended, you can backspace to revert back to “this”?

(Backspace to undo Tab completion should work for verbs and everything else, too, by the way.)


One thing to discuss is what the user most often means by ‘this’. Knowing the stats (i.e. 65% of the time the user uses ‘this’ to mean what they selected) would help.

In my experience, I only use the ‘this’ keyword in commands that have multiple arguments such as the translate command. But for single word commands like google I don’t use the ‘this’ keyword at all because Ubiquity automatically starts googling for the selected text when no parameters are specified. We could interpret the ‘this’ keyword differently for the various commands but this might be confusing for users.

Maybe we should interpret the ‘this’ keyword to mean the selected text all the time. And then we could auto-replace ‘this’ with the selected text akin to iPhone’s auto-correct when mistyping. However, the iPhone fails when the user wants to undo the suggestion because the user has to manually delete the replacement. Preferably, if the user does not want the auto-correction, they could simply click an undo-badge (similar to mouse-based ubiquity) beside the word.

To me, this way is a lot less intrusive than the solution outlined in the post. This discussion is really interesting. Thanks Aza for letting us participate!

“you can click or _up-arrow_ to select the substitution”
up-arrow, really? Why not using tab, just like we auto-complete verbs? Up and down arrows are used to select a command so far…
Moreover, if we ever merge Ubiquity with the awesome bar, it won’t be possible to have this suggestion above “this”.

I’m also thinking about what will happen if the user select a loooong text that he wants, for example, to put in a mail. When replacing “this”, the selected text should be reduced and maybe put in italic like: “mail //A paragraph of a Wikipedia article reduced…// to aza”

Sander D

The autocomplete-like solution might not work well with speech. It seems more natural to say “twitter I’ve seen links to this a lot” and then choose the correct option from a list, than to say “twitter I’ve seen links to this”, press a key and say “a lot”.

How about always telling the user what action has been performed with a big transparent message, and allowing for an ‘undo’ command while delaying the action for at least one minute?


As I was imagining a UI for my pie-in-the sky, ultra-futuristic computer system (back in grade school) this is exactly the disambiguation system I had in mind. Of course the dialog was spoken instead of typed, and the interface was as big as a wall, but the “mechanic” was the same.

For a simple disambiguation, the computer would show all options, with the most likely one selected by default. As the user continued speaking, a small nod would indicate that the default was correct, or a vague wave of the hand could select one of the other options. This maximizes flow. For a case where the computer couldn’t figure it out, it would highlight the confusing word and the user would either provide more data or a more specific pronoun to help the computer along.

I think one improvement to your current idea is to use the best guess automatically, if it meets some standard of “probably correct” in the computer’s opinion, offer the disambiguation if the probability is not quite as high, and (politely) demand explicit disambiguation if the probability is not very high.

(140 Twitter chars wasn’t enough for this!)

1. Assume all “magic pronouns” are always magic and color them differently in the console. (or maybe use “best guess”, but I’m leaning toward consistency)

2. Position the cursor (keyboard or mouse) over the magic word, and get an option like what happens to link-text in gmail offering you the ability to remove or disambiguate it (using either mouse or keyboard of course). Perhaps like auto-correct in Word, you could even control-z undo the magic blessing.

Disclaimer: up until I read this post, I had no idea that the magic pronouns even existed in Ubiquity, so this is a noob perspective.

I think the solution you have is an elegant one, with one caveat. The pronouns themselves can mean way too many different things in my mind (regardless of what limitations you impose on the meaning in Ubiquity). I feel like that’s the reason I’ve never used them. (hopefully, I need to go back and check my tweets now to see if something got unintentionally replaced!)

I think about the things that ‘this’ could refer to and what comes to mind are: ‘this page’ (that I’m currently on, I may be interested in the URL or the entire contents of the page), and ‘this selection’ (which may be text or an image, and may or may not be hyperlinked).

I feel like a two-word solution feels pretty natural.

“Download these links”
“edit this image”
“Bookmark this page”
“email this page to him”

But, that’s two words, and probably has it’s own drawbacks. Another solution would be to say pronouns are too vague and have magic nouns instead.

“Download links”
“edit image”
“Bookmark url”
“email url to him”

Granted, that language sounds a little stunted, but the meaning is clear from each phrase. “This” would be understood, or could possibly be typed and ignored.

But as for the phone-like predictive text ui you mocked up. It does seem like it would be a pretty natural-feeling interaction, as I sit here and mime it out on my keyboard a few times.


The auto-complete is already part of it, no? Like, the preview section tells me that “this” means whatever I selected. In any case, I’d like to have it integrated with the existing preview pane, instead of having one down at the bottom and one right by where I’m typing.

Also, I was frustrated by the map command and I was told to take it up with you guys. ;) (Basically, I wanted to get directions w/ map, but since there was no directions choice on the preview pane, I tried to go to the Gmaps site from the preview pane, but clicking on the Google logo didn’t work, and I didn’t know I had to hit enter b/c all the rest of the map stuff was clicking. The randomness of click-based commands and type-y commands is sometimes disorienting! :(


A suggestion:

You let the user chose as they type but the default changes as you collect the responses.

It could be done based on the probability of choice given context p(c|magic word, preceding words).

An HMM could be used to estimate that.

Obviously this would only help when users repeat the same actions. I don’t know if it’s generally the case.

I agree with Robby. having more specific nouns makes mroe sense. As i understood it, Ubiquity was to feel natural and flowing. Taking the time to take your fingers away from the typing position isnt very natural, nor would it save time. While having to type the whole thing over again might be slightly annoying or slower i think it would flow well and would give many more meanings to each general keyword.

As said above this could relate to url, selection, image, etc


Whatever you do, don’t make people take their hands off of home row to make Ubiquity selections. That defeats the whole purpose. (So, obviously, clicking or up-arrow-ing the ‘this’ wouldn’t cut it. Clicking should be an option, of course, but the keyboard equivalent should leave your hands be.)

when it’s possible to press a key to activate some functionallity the interface should show an image of the key. The more the user uses the key the fainter the image gets until it doesn’t appear at all.

Looking at this mockup: http://www.flickr.com/photos/azaraskin/3272673947/

that makes the modifiers discoverable, but what about having to press the right arrow key to see the suggestions, that’s not discoverable. Why not show an image of the right arrow key above the first modifier, then the more the user uses the right arrow key the fainter it gets until it doesn’t appear at all.

Could the right arrow key be pressed again to select the “from” modifier instead of “to”, swapping them over? What happens if there are three or more modifiers, how do you know which will be brought across next? what if you select past the modifier you want, can you select the previous one? I’m assuming the left-arrow key would just move the cursor, maybe ctrl+z, or would they cycle so you have to go full circle.

How about if the cursor is at the far right but not after whitespace pressing the right-arrow selects the first modifier that the preceeding word fragment matches the start of. So if you your example the user typed “f” and hit the right arrow it would bring from across. As the user is type if the start of a modifier matches the word fragment before the cursor that word fragment could be highlighted in bold so the user knows which modifier pressing the right-arrow will select.

Why not simply use quotation marks if there is ambiguity. That’s a fairly common method of solving this problem. So, highlight Ubuiquities keywords in a different way to show they’re ‘special’ – or do best guesses if possible, but ultimately let the user over ride it themselves. It’s something that is easily learned.

email “I think this website alot” to john

That’s quite a simple solution.
Also, natural language interpretation is always going to be difficult, so maybe you need to set a grammar for Ubiquity, that keywords aren’t allowed in the middle of random strings. You can add rules to the language to be used. If someone tries one form and it doesn’t work, then they’re smart enough to rephrase it.

Here’s an idea: embrace the txt speak. It’s like the “thisselection” idea but much less clunky. Make it so the vowelless form of the word triggers the substitution. So “ths” is this, substituted, “t” is “it”, “hm” is him and so on. I think people would get the hang of this fairly quickly, and the rule for converting a pronoun to the substitutable form is simple.

Drew F

I don’t really have anything new to offer (although I am trying to think of something). I have opinions about the already mentioned concepts.
I am against the quotation system. I agree with Aza it doesn’t feel natural. I think a main point of the natural language command architecture is to impose far less semantics.

Having specific key words has both a positive and negative effects. The positive being that this seems like a more frequently used word than image or url so the probability of errors occurring are less likely. But by making more keywords if the problems do occur now conflicts arise from each of those keywords.

I like Gerv’s idea of ths and hm but I am more favored to thiss and himm. I have gotten used to this on the iPhone, and although not very discoverable, it is very memorable (as I use it for getting we’ll instead of well). This seems like a solution for a more technically savvy user though as I also use it in things like textExpander. Although I feel that this should be the demographic ubiquity targets, if these features will eventually be added to the awesome bar then I feel that Aza’s recommendation fits a more general audience.

Foremost, let me commend your lucidness on this subject. I am not a trained on this topic, but after analyzing your article, my expertise has bettered well. Please allow me to snatch up your rss feed to stay in touch with any forthcoming updates. Complete business and will fall out it on to admirers and my web site followers.

Hi, great website, I m from Australia, so our growing times conditions are obviously different. Although this summer has been a fantastic growing year, our main problem is white fly Trialeurodes vaporariorum which eat all the leaves and damage the fruit. I don t use any pesticides and I ve found tha

I like such topics

Oh and I am not a Liverpool or Chelsea supporter, however the way the Liverpool fans were still singing You’ll By no means Walk alone when their team was losing and the game was almost finished was pretty. Big respect.

Wow! Thank you! I continually wanted to write on my site something like that. Can I take a fragment of your post to my blog?

Superb site you have here but I was curious if you knew of any forums that cover the same topics discussed in this article? I’d really love to be a part of group where I can get opinions from other experienced individuals that share the same interest. If you have any suggestions, please let me know. Thanks!

Hi, I achieve consider this is an admirable trap locate. I stumbledupon it I will revisit nonetheless once more while i have bookmarked it. Money and freedom is the furthermost feature to change, might you live rich and continue to guide others.

Well, this is my very first visit for your weblog! We’re a group of volunteers and beginning a new initiative inside a community within the exact same specialized niche. Your weblog supplied us useful information to operate on. You’ve carried out a marvellous job!

Thanks , I have not too long ago been searching for data approximately this subject for a even though and yours would be the ideal I have found out so far. Nonetheless, what regarding the bottom line? Are you good about the provide?

I loved as much as you’ll receive carried out right here. The sketch is tasteful, your authored material stylish. nonetheless, you command get bought an impatience over that you wish be delivering the following. unwell unquestionably come further formerly again since exactly the same nearly a lot often inside case you shield this increase.

תזמינו משלוח של סופר סוש&#1497

wonderful submit, very informative. I ponder why the opposite specialists of this sector do not notice this. You must continue your writing. I am confident, you’ve a great readers’ base already!

Excellent goods from you, man. I have understand your stuff previous to and you’re just extremely magnificent. I really like what you’ve acquired here, certainly like what you are saying and the way in which you say it. You make it enjoyable and you still care for to keep it sensible. I cant wait to read much more from you. This is actually a great web site.

Hey there! I could have sworn I’ve been to this blog before but after checking through some of the post I realized it’s new to
me. Nonetheless, I’m definitely delighted I found it and I’ll be bookmarking and
checking back often!

Along with every little thing that seems to be developing inside this subject matter, a significant percentage of points of view are actually rather radical. However, I beg your pardon, because I can not subscribe to your whole suggestion, all be it exhilarating none the less. It seems to everyone that your commentary are generally not entirely rationalized and in reality you are yourself not completely confident of your assertion. In any case I did appreciate examining it.

I blog frequently and I seriously thank you for your content. The article has truly peaked my interest. I am going to bookmark your blog and keep checking for new information about once a week. I opted in for your RSS feed too.

I was questioning occasion you ever considered altering design with the website Its really correctly created I enjoy what youve obtained to mention. But possibly you are able to small much more in the form of content so males could talk with it greater. Youve obtained a horrible total wide range of text for less than getting a single or two images. Maybe youll be capable of area against each other greater

My wife and i got quite relieved that Louis could finish up his investigation with the precious recommendations he gained using your weblog. It is now and again perplexing to just find yourself giving for free instructions some people might have been selling. And we all already know we need the writer to be grateful to for this. The entire illustrations youve made, the straightforward website menu, the relationships you aid to instill – it is everything incredible, and its making our son and our family reason why this theme is excellent, which is exceedingly mandatory. Many thanks for all!

My mother is in love with looking at research and it is clear to see why. We learn all as dynamic way you provide invaluable items from the internet site and furthermore cause contribution from people concerning this theme and my princess is actually starting to study a many things. Inside the remaining portion of the year. after a really efficient job.

article is very nice and unique. thank you. Artikel kesehatan cari tahu tentang Cara mengobati cacar air

article on this site very useful. thanks – Sedang mencari rumah minimalis ? baca artikel tentang Info rumah minimalis secara gratis

You have to continue with your life, even being apart from your beloved,
and being depressed won’t bring your beloved back.
This friend is to contact your spouse with the outcome of the weekly meeting.
If you are feeling jealous of your partner, talk to them about it.

One of the strengths of the iPhone as a platform for user experience innovation is the wealth of physical inputs: a microphone, a camera, an accelerometer, a GPS, and a touch screen. That gives the freedom to make our interfaces more human, by allowing us to interact in physical, personal ways.

Hi my family member! I want to say that this post is amazing, great written and come with approximately all vital infos. I’d like to look extra posts like this.

Finally, I’ve found what I’m searching in your post. I liked this so much..

Merely need to state your own post is really as amazing. The actual lucidity inside your set up is merely good as well as i will assume you are educated with this topic.

I have found precisely what I am just seeking in the posting. My spouse and i appreciated this kind of a whole lot


good solutions, this is what I called brilliant

The fact is, once properly grinding the bud, since it has
been broken in to smaller particles; it wont poke holes in pre rolled cone
and will also burn more once rolled in joint. Whether one is
using a Vapir, a Volcano, a Vapor Brothers Vaporizer,
the proper grinding of the herb before vaporizing is
very necessary for better experience. Others have skin healing properties,
such as lavender and vitamin E.

Hello I found your blog by mistake when i was searching AOL for this subject, I must tell you that your blog is really helpful I also love the design, which is great that!

The beauty of these blogging engines and CMS platforms is the lack of limitations and ease of manipulation that allows developers to implement rich content and skin the site in such a way that with very little effort never see why the site tick all without limiting the content and efficiency.

Super blog post, I count on updates by you.

Thank you for another essential article. Where else can you get this kind of information to write full way? I have a presentation next week, and I am on the look for such information.

This is a smart blog. Really. You have so much knowledge about this issue, and so much passion. You also know how to make people rally behind it, obviously from the responses. It has a design here that s not too flashy, but makes as big as what you say statement. Great job, in fact.

What you say is absolutely true. I know that everybody must say the same, but I think you put it in a way that everyone can understand. I also love the images you put in here. They fit well with what you re saying. I m sure you will reach so many people with what you say.

This is my first time I visit here. I found so many entertaining stuff in your blog, especially its discussion. From the tons of comments on your articles, I guess I am not the only one having all the fun here! Keep up the good work.

Simple, wonderful what you ve done here. It is pleasing to look you express from the center and your clarity on this significant content can be easily seen. Extraordinary items and expect your future updates.

Aw, this was a message that was really good. In theory I d like to write like this too taking time and real effort to make a good article . but what can I say . I procrastinate a lot and never seem to do something.

Let me start by saying beautiful message. Not sure if this has been discussed about, but when using Chrome I can never get the entire site to load without refreshing many times. May be my computer. Thank you.

I can see you put a lot of effort into your blog. Keep posting the good work. Some really helpful information there. Bookmark. Nice to see your site. Thank you!

Great stuff from you, man. I ve read your stuff before and you are too superb. I love what you ve got here, love what you say and how you say it. You make it entertaining and can still stay smart. I can not wait to read more from you. This is really a great blog.

No? U better written. Reading this post reminds me of my old roommate! He was always talking about it. I will forward this article to him. Pretty sure he will have a good read. Thanks for sharing!

Resources like the one you mentioned here will be very useful to me! I will post a link to this page on my blog. I am sure my visitors will find that the most useful.

Great post! I m just beginning in community management communication marketing and trying to learn how to do it well resources like this article useful. As our company is based in the U. S. , it? S all a bit new to us. The example above is something that worries me as well, how to show your own enthusiasm and share the fact that your product is useful in this regard

Hrmm that s weird, my comment ate. However, I would say it is good to know that someone else also mentioned this as I have trouble finding the same information elsewhere. This was the first place that gave me the answer. Thank you.

I must admit that this is one great insight. Surely gives a company the opportunity to get on the ground floor and really take part in creating something special and tailored to their needs.

Hey, just looking around some blogs, seems a very good platform you are using. I m currently using WordPress for some of my sites but looking to change one of them similar to yours as a test platform. Anything in particular you would recommend about it?

With the whole thing that seems to be building within this subject matter, all your viewpoints are generally somewhat refreshing. Even so, I appologize, but I can not subscribe to your entire plan, all be it exhilarating none the less. It appears to everybody that your opinions are generally not completely justified and in actuality you are generally your self not really wholly confident of the argument. In any event I did appreciate examining it.

I see you put a lot of work in this site! Keep writing!

Although I am no noob in the website industry, your site really is something different and features some helpful thoughts. Enjoying it to the fullest! I ll incorporate you in my blogroll, i think it will provide more value to my visitors.

An fascinating dialogue is worth comment. I feel that you must write extra on this topic, it won t be a taboo subject but usually people are not enough to talk on such topics. To the next. Cheers

Super blog post, I count on updates by you.

The beauty of these blogging engines and CMS platforms is the lack of limitations and ease of manipulation that allows developers to implement rich content and skin the site in such a way that with very little effort one would never notice what it is making the site tick all without limiting content and effectiveness.

This is the perfect blog for anyone who wants to know about this topic. You know so much its almost hard to argue with you (not that I really would want. HaHa). You definitely put a new spin on a subject thats been written about for years. Great stuff, just great!

Aw, this was a really great post. In theory I d like to write like this also taking time and real effort to make a good article. but what can I say. I procrastinate alot and never seem to get something done.

I can see that you are putting a lots of efforts into your blog. Keep posting the good work. Some really helpful information in there. Bookmarked. Nice to see your site. Thanks!

Well I really liked reading it. This tip procured by you is very useful for correct planning.

Great post! I?m just starting out in community management marketing media and trying to learn how to do it well resources like this article are incredibly helpful. As our company is based in the US, it?s all a bit new to us. The example above is something that I worry about as well, how to show your own genuine enthusiasm and share the fact that your product is useful in that case

Hrmm that was weird, my comment got eaten. Anyway I wanted to say that it is nice to know that someone else also mentioned this as I had trouble finding the same info elsewhere. This was the first place that told me the answer. Thanks.

Hey, just looking around some blogs, seems a pretty nice platform you are using. I m currently using WordPress for a few of my sites but looking to change one of them over to a platform similar to yours as a trial run. Anything in particular you would recommend about it?

You really make it seem so easy with your presentation but I find this topic to be actually
something that I think I would never understand. It seems too complicated and extremely broad for me.

I am looking forward for your next post, I’ll
try to get the hang of it!


I admire the valuable information you offer ina your articles. I will mark your blog and my children check here often. I m sure they will learn lots of new things here than anyone else!

Keep em coming. you all do such a great job at such Concepts. can t tell you how much I, for one appreciate all you do!

Hi webmaster, commenters and everybody else !!! The blog was absolutely fantastic! Lots of great information and inspiration, both of which we all need!b Keep em coming. you all do such a great job at such Concepts. can t tell you how much I, for one appreciate all you do!

I was very encouraged to find this site. I waant to thank you for this special read. I definitely enjoyed every bit of it and I ve marked you to check out new stuff you write.

Super blog post, I count on updates by you.


An interesting dialogue is worth comment. I think you shouald write extra on this subject, it will not be a taboo subject but generally people are not enough to talk about these issues. To the next. Hail

Although I am not a noob in the website industry, your siate is really unique and has some useful ideas. Enjoy it fully! I ll put on my blogroll I think it will give more value to visitors.

I see you put a lot of work on this site! Keep writing!

Very great post. I simply stumbled upon your weblog and wanted to mention that I have truly enjoyed browsing your
weblog posts. After all I’ll be subscribing to your feed and I’m hoping you write
again soon!

Hey there! I just wish too give you a big thumbs up for your excellent information you have right here on this post.
I am coming back to your websife for more soon.

We were looking for a cozy place, with a fireplace, and a jacuzzi
for two and that was it. We really enjoyed the atmosphere inside
the house.

I would like to thank you for the efforts you have put in writing this site. I am hoping the same high-grade blog post from you in the upcoming as well. In fact your creative writing abilities has encouraged me to get my own website now. Really the blogging is spreading its wings quickly. Your write up is a good example of it.

The minecraft ride was the weirdest thing we saw at
minecon 2015.

home improvement is necessary because from time to time we need to adjust the styles of our homes~

I am not genuinely outstanding with English but I line up this truly easygoing to realize .

health related

Wohh just what I was looking for, appreciate it for putting up.

In these days of austerity porlssax plus relative anxiety about getting debt, many individuals balk resistant to the idea of making use of a credit card in order to make acquisition of merchandise or even pay for a trip, preferring, instead to rely on a tried and also trusted procedure for making payment – raw cash. However, in case you have the cash available to make the purchase in full, then, paradoxically, that is the best time for them to use the cards for several causes.


It is Maria right here. I seriously have to think that the theme of the post is very appealing. I am truly love it! Good-job!

Admiring the dedication you put into your bdisus site and detailed information you provide. It’s good to come across a blog every once in a while that isn’t the same unwanted rehashed material. Excellent read! I’ve bookmarked your site and I’m including your RSS feeds to my Google account.

I think this is among the most vital information for me. And i’m glad reading your article. But want to remark on few general things, The web site style is perfect, the articles is really nice : D. Good job, cheers

Hi there very cool blog!! Guy .. Excellent .. Amazing .. I will bookmark your site and take the feeds additionally…I am happy to search out a lot of useful information here in the publish, we want develop more techniques in this regard, thanks for sharing.

This is a really good blog, good work!

Hello.This post was really fascinating, especially because I was investigating for thoughts on this issue last Monday.

Merci pour votre poste. Je aiment aussi à remarque que la première chose vous devez effectuer est vérifier si vous avez vraiment besoin restauration de crédit. Pour ce faire vous devrez obtenir vos mains sur une copie de votre profil de crédit. Cela devrait vraiment pas être difficile, considérant que la gouvernement rend nécessaire que vous êtes autorisé recevoir un gratuit copie de votre sur une base annuelle. Vous avez juste à demander renseigner droite particuliers. Vous pouvez soit parcourir le site propriété du Federal Trade Commission ainsi que contacts l’un des principaux agences de crédit directement.

Alamat Bengkel I stumbled on this technique through an exploration of the unicode “mirror” character= which reverses the direction of all text after it. Doing a search for seemingly breaks Google 13 Alamat Kesehatan

memek korea Kebutuhan besar membutuhkan disiplin yang lebih baik bukan keluhan yang lebih banyak foto ngentot

Looking forward to reading more. Great article.Thanks Again. Really Cool.

Fantastic post. Great.


Hello! My name is Dominick Host. I am a full time Website Creator and SEO Specialist with quite a few years experience. Are you looking for a new Website, SEO(Putting your business on page 1 of Google) or Social Media Marketing? If so, when would be the best time for a call over the next few days? Also, I am putting my phone number in the form, so feel free to text or call if you’d like! Hope your day is going well! Dominick Host

Remarkable! Its truly remarkable paragraph, I have got
much clear idea on the topic of from this piece of writing.

I’m not normally a fan of changeable/contextual keys — you end up with a buttons that change in the night, but if executed very carefully with strong guidelines they can provide a platform for physical innovation. They can provide the benefits of a touch screen with actual tactile feedback.

- coming back to this when I get home #goodfind

Although internet websites we backlink to below are considerably not connected to ours, we really feel they’re really really worth a go through, so possess a look.

Sites of interest we’ve a link to.

Right here is the right web site for anybody who would like to find out about this topic.

You know a whole lot its almost hard to argue with you (not
that I actually would want to…HaHa). You definitely put a brand new spin on a subject that’s been written about for years.
Great stuff, just wonderful!

Bridgette Hardy

Hello, I sent you a message a few weeks ago about your ranks in Google, Bing, Yahoo, etc, as well as offers for advertising and web development services. Did you get it? Dominick Host

Always a significant fan of linking to bloggers that I enjoy but dont get a lot of link really like from.

I could not refrain from commenting. Very well written!

Hmm is anyone else encountering problems with the pictures on this blog loading?

I’m trying to find out if its a problem on my end or
if it’s the blog. Any responses would be greatly appreciated.

we came across a cool website that you might appreciate. Take a look for those who want

just beneath, are several completely not associated websites to ours, however, they are surely worth going over

Here is a great Blog You may Find Exciting that we Encourage You

although web-sites we backlink to beneath are considerably not associated to ours, we feel they are basically worth a go via, so have a look

the time to read or check out the subject material or internet sites we’ve linked to beneath the

one of our visitors lately advised the following website

Here are a number of the web-sites we suggest for our visitors

obviously like your website however you need to check the spelling on quite a few of your posts.
A number of them are rife with spelling issues and I to
find it very bothersome to inform the reality on the other hand I will definitely come again again.

very few internet websites that take place to become comprehensive beneath, from our point of view are undoubtedly properly worth checking out

although internet sites we backlink to beneath are considerably not related to ours, we really feel they’re basically worth a go as a result of, so possess a look

Leave a Comment