The Official Google Blog - Insights from Googlers into our products, technology and the Google culture

A Mom's Day menu

5/08/2009 03:47:00 PM
When I was about three years old, my mom and I had a game. Mom would show me things around the house. "Look, Scotto, this is a picture," she said. "Can you eat it?" I asked. "No, honey," she said. "Look, Scotto, this is a flower." "Can you eat it?" I said.

And so the story went: With everything she pointed out, I asked if you could eat it. Now, I'm a chef here at Google. I feel lucky that I fell in love with food and cooking — if not, who knows what I would be having for lunch!

This Mother's Day, you could get your mom a bouquet of flowers, or new earrings, but, well, you can't eat those things. Plus, making a gift at home is a nice personal gesture that doesn't break the bank. With that in mind, some of the other Google chefs and I put together a brunch menu full of recipes designed to pamper moms on their special day. You can download all of them in this PDF, and I've also copied the most mouthwatering recipe below (sure, it's decadent, but isn't that the point?).

Molten Chocolate Cakes

Ingredients
5 oz chocolate, semisweet
5 oz butter
3 eggs
3 egg yolks
1 ½ cups powdered sugar, sifted
½ cup all-purpose flour
1 tsp vanilla extract

Procedure
Preheat oven to 325° F. Place chocolate and butter over a double boiler; stir until melted. Let cool slightly. In the meantime, whisk eggs, egg yolks, and vanilla in a large mixer. Slowly add the sugar, then the chocolate mixture and flour. Coat ¾ cup ramekins with butter, then pour the batter into the ramekins up to the rim. Place in oven for 8-10 minutes. Remove from oven; run knife along edges of ramekin; invert onto a plate. Serve with vanilla whipped cream or vanilla bean ice cream. Makes about 6 cakes.

We hope your mom — and you — enjoy brunch this Sunday!

Google Chrome ads on TV

5/08/2009 12:23:00 PM
A couple of months ago, the Google Japan team produced a fun video to demonstrate how clean and simple our Google Chrome user interface is. After releasing this video on the web, we got lots of positive feedback and thoughtful comments. In order to keep that conversation going, we invited some of our creative friends to make a collection of short films celebrating our browser. We released Chrome Shorts last week on our YouTube channel.

At the same time, we talked to our Google TV Ads team to see how we could show the video that our Japan team developed to a wider audience in a measurable way. Using some of the results from our placement-targeted ads on the Google Content Network, we designed a Google TV Ads campaign which we hope will raise awareness of our browser, and also help us better understand how television can supplement our other online media campaigns.

So today, we’re pleased to announce that we're using Google TV Ads to run our Chrome ad on various television networks starting this weekend. We're excited to see how this test goes and what impact television might have on creating more awareness of Google Chrome.

Check out the video below if you haven’t already seen it, or wait and you might see it on TV while you’re channel surfing!



The power of video

5/08/2009 10:15:00 AM
We recently announced the winners of the Climate Savers Computing Initiative (CSCI) Power Down for the Planet video contest. In March, we challenged you to create videos to educate, entertain, and inform others about the importance of energy efficient computing and you did not disappoint. The submissions made us laugh (a lot) and almost cry (okay, just a little). Not only are these videos really creative, but also they help promote a smarter, greener computing future.

The global grand prize, $5000 cash and laptops, went to a team from Southern California for their entry "Power Down: One Computer at a Time." Students from the 19 participating colleges and universities were also eligible to win the student grand prize. This award goes to a team from Jackson State University for their "Power Down the Planet" entry. They will take home $5,000, 2009 Specialized Globe Vienna Deluxe 1 bikes powered by Specialized, and software. To all the winners, congratulations!

Check out a playlist of some of our favorite video entries:



Strengthening a worldwide community with Google Friend Connect

5/07/2009 03:30:00 PM
Site owners often tell us that to build strong communities on the web, they have to be a jack-of-all-trades. With Google Friend Connect, we want to empower any website to awaken their community, even if the site owner doesn't have the technical background or the time to build social features from scratch.

Today we're launching an enhanced comments gadget. With this gadget, visitors from all over the world can leave messages in their native tongue, and other viewers will be able to instantly translate these comments into the language of their choice. For websites like Earth Hour, where people from many countries are working together to conserve energy, this comments gadget offers users a new way to engage in more meaningful discussions, regardless of what language they speak. Watch the video below to learn more:



The comments gadget is just one way Friend Connect can help webmasters foster deeper interactions between site members. You may have seen that over the past few weeks we have added several new gadgets to the Friend Connect gallery, all with the goal of helping people interact with one another on the sites they enjoy. These gadgets include the event gadget for promoting an upcoming event and letting members indicate if they're attending, as well as two gadgets built by OpenSocial developers: the Polls gadget, which gives opinion polls a social twist, and the Get Answers gadget, which lets members ask questions to the community and answer questions posted by others.

To learn more about these gadgets, or to keep your eye out for future gadgets we will be rolling out for Friend Connect, please visit the Social Web Blog.

The 2008 Founders' Letter

5/07/2009 12:11:00 PM


Every year our founders take turns writing a letter that is included in our annual report. We originally published the 2008 Founders' Letter on our Investor Relations site. Since today is the annual Stockholders' Meeting at our Mountain View headquarters, we wanted to make it more widely available. We welcome you to have a read, and you can also check out the webcast of the Stockholders' Meeting, beginning at 2 p.m. PT today. – Ed.

Introduction

Since 2004, when Google began to have annual reports, Larry and I have taken turns writing an annual letter. I never imagined I would be writing one in the midst of an economic crisis unlike any we have seen in decades. As I write this, search queries are reflecting economic hardship, the major market indexes are one half of what they were less than 18 months ago, and unemployment is at record levels.

Nonetheless, I am optimistic about the future, because I believe scarcity breeds clarity: it focuses minds, forcing people to think creatively and rise to the challenge. While much smaller in scale than today's global collapse, the dot-com bust of 2000-2002 pushed Google and others in the industry to take some tough decisions — and we all emerged stronger as a result.

This new crisis punctuates the end of our first decade as a company, a decade that has brought great change to Google, the web and the Internet as a whole. As I reflect on this short time period, our accomplishments and our shortcomings, I am very excited about what the next ten years may bring.

But let me start a little farther back — in 1990, the very first web page was created at http://info.cern.ch/. By late 1992, there were only 26 websites in the world so there was not much need for a search engine. When NCSA Mosaic (the first widely used web browser) came out in 1993, every new website that was created would get posted to its "What's New" page at a rate of about one a day: http://www.dejavu.org/prep_whatsnew.htm. Just five years later, in 1998, web pages numbered in the tens of millions, and search became crucial. At this point, Google was a small research project at Stanford; later that year it became a tiny startup. The search index sat on a small number of disk drives enclosed within Lego-like blocks. Perhaps a few thousand people, mostly academics, used the service.

Fast-forward to today, the changes in scale are striking. The web itself has grown by about a factor of 10,000, as has our search index. The number of people who use Google's services every day is now in the hundreds of millions. More importantly, billions of people now have access to the Internet via computers and mobile phones. Like many other web companies, the vast majority of our services are available worldwide and free to users because they are supported by ads. So a child in an Internet cafe in a developing nation can use the same online tools as the wealthiest person in the world. I am proud of the small role Google has played in the democratization of information, but there is much more left to do.

Search

Search remains at the very core of what we do at Google, just as it has been from our earliest days. As the scale has changed dramatically over the years, the presentation and quality of our search results have also undergone many changes since 1998. In the past year alone we have made 359 changes to our web search — nearly one per day. Some are not easy to spot, such as changes in ranking based on personalization (launched broadly in 2005) but they are important in getting the most relevant search results. Others are very easy to see and improve search efficiency in a very clear way, such as spelling correction, annotations, and suggestions.

While I am proud of what has been accomplished in search over the past decade, there are important areas in which I wish we had made more progress. Perfect search requires human-level artificial intelligence, which many of us believe is still quite distant. However, I think it will soon be possible to have a search engine that "understands" more of the queries and documents than we do today. Others claim to have accomplished this, and Google's systems have more smarts behind the curtains than may be apparent from the outside, but the field as a whole is still shy of where I would have expected it to be. Part of the reason is the dramatic growth of the web — for any particular query, it is likely there are many documents on the topic using the exact same vocabulary. And as the web grows, so does the breadth and depth of the curiosity of those searching. I expect our search engine to become much "smarter" in the coming decade.

So too will the interfaces by which users look for and receive information. While many things have changed, the basic structure of Google search results today is fairly similar to how it was ten years ago. This is partly because of the benefits of simplicity; in fact, the Google homepage has become increasingly simple over the years: http://blogoscoped.com/archive/2006-04-21-n63.html. But we are starting to see more significant changes in search interfaces. Today you can search from your cell phone by just speaking into it and Google Reader can suggest interesting blogs without any query at all. It is my expectation that in the next decade our searches and results will look very different than they do today.

One of the most striking changes that has happened in the past few years is that search results are no longer just web pages. They include images, videos, books, maps, and more. From the outset, we realized that to have comprehensive search we would have to venture beyond web pages. In 2001, we launched Google Image Search and via Google Groups we made available and searchable the most comprehensive archive of Usenet postings ever assembled (800 million messages dating back to 1981).

Just this past fall we expanded Image Search to include the LIFE Magazine photo archive. This is a collection of 10 million photos, more than 95 percent of which have never been seen before, and includes historical pictures such as the Skylab space station orbiting above Earth and Neil Armstrong landing on the moon. Integrating images into search remains a challenge, primarily because we are so reliant on the surrounding text to gauge a picture's relevance. In the future, using enhanced computer vision technology, we hope to be able to understand what's depicted in the image itself.

YouTube

Video is often thought of as an entertainment medium, but it is also a very important source of high-quality information. Some queries seem like natural choices to show video results, such as for sports and travel destinations. Yet videos are also great resources for topics such as computer hardware and software (I bought my last RAID based on a video review), scientific experiments, and education such as courses on quantum mechanics.

Google Video was first launched in 2005 as a search service for television content because TV close-captioning made search possible and user-generated video had yet to take off. But it subsequently evolved to a site where individuals and corporations alike could post their own videos. Today Google Video searches many different video hosting sites, the largest of which is YouTube, which we acquired in 2006.

Every minute, 15 hours worth of video are uploaded to YouTube — the equivalent of 86,000 new full length movies every week. YouTube channels now include world leaders (the President of the United States and prime ministers of Japan, the UK and Australia), royalty (the Queen of England and Queen Rania of Jordan), religious leaders (the Pope), and those seeking free expression (when Venezuelan broadcaster El Observador was shut down by the government, it started broadcasting on YouTube).

When it began, online video was associated with small fuzzy images. Today, many of our uploads are in HD quality (720 rows and greater) and can be streamed to computers, televisions, and mobile phones with increasing fidelity (thanks to improvements in video compression). In the future, vast libraries of movie-theater-quality video (4000+ columns) will be available instantly on any device.

Books

Books are one of the greatest sources of information in the world and from the earliest days of Google we hoped to eventually incorporate them into our search corpus. Within a couple of years, Larry was experimenting with digitizing books using a jury-rigged contraption in our office. By 2003, we launched Google Print, now called Google Book Search. Today, we are able to search the full text of almost 10 million books. Moreover, in October we reached a landmark agreement with a broad class of authors and publishers, including the Authors' Guild and the Association of American Publishers. If approved by the Court, this deal will make millions of in-copyright, out-of-print books available for U.S. readers to search, preview, and buy online — something that has been simply unavailable to date. Many of these books are difficult, if not impossible, to find because they are not sold through bookstores or held on most library shelves; yet they make up the vast majority of books in existence. The agreement also provides other important public benefits, including increased access to users with disabilities, the creation of a non-profit registry to help others license these books, the creation of a corpus to promote basic research, and free access to full texts at a kiosk in every public library in the United States.

Geo

While digitizing all the world's books is an ambitious project, digitizing the world is even more challenging. Beginning with our acquisition of Keyhole (the basis of Google Earth) in October 2004, it has been our goal to provide high-quality information for geographic needs. By offering both Google Earth and Google Maps, we aim to provide a comprehensive world model encompassing all geographic information including imagery, topography, road, buildings, and annotations. Today we stitch together images from satellites, airplanes, cars, and user uploads, as well as collect important data, such as roads, from numerous different sources including governments, companies, and directly from users. After the launch of Google Map Maker in Pakistan, users mapped 25,000 kilometers of uncharted road in just two months.

Ads

We always believed that we could have an advertising system that would add value not only to our bottom line but also to the quality of our search result pages. Rather than relying on distracting flashy ads, we developed relevant, clearly marked text-based ads above and to the right of our search results. After a number of early experiments, the first self-service system known as AdWords launched in 2000 starting with 350 advertisers. While these ads yielded small amounts of money compared to banner ads at the time, as the dot-com bubble burst, this system became our life preserver. As we syndicated it to EarthLink and then AOL, it became an important source of revenue for other companies as well.

Today, AdWords has grown beyond just being a feature of Google. It is a vast ecosystem that provides valuable traffic and leads to hundreds of thousands of businesses: indeed in many ways it has helped democratize access to advertising, by creating an open marketplace where small business and start-ups can compete with well-established, well-funded companies. AdWords is also an important source of revenue for websites that create the content that we all search. Last year, AdSense (our publisher-facing program) generated more than $5 billion dollars of revenue for our many publishing partners.

Also in the last year we ventured further into other advertising formats with the acquisition of DoubleClick. This may seem at odds with the value we place on relevant text-based ads. However, we have found that richer ad formats have their place such as video ads within YouTube and dynamic ads on game websites. In fact, we also now serve video ads on television with our AdSense for TV product. Our goal is to match advertisers and publishers using the formats and mediums most appropriate to their goals and audience.

Despite the progress in our advertising systems and the growth of our base of advertisers, I believe there are significant improvements still to be made. While our ad system has powerful features, it is also complex, and can confuse many small and local advertisers whose products and services could be very useful to our users. Furthermore, the presentation formats of our advertisements are not the optimal way to peruse through large numbers of products. In the next decade, I hope we can more effectively incorporate commercial offerings from the tens of millions of businesses worldwide and present them to consumers when and where they are most useful.

Apps

Within a couple of years of our founding, a number of colleagues and I were starting to hit the limitations of our traditional email clients. Our mailboxes were too big for them to handle speedily and reliably. It was challenging or impossible to have email available and synchronized when switching between different computers and platforms. Furthermore, email access required VPN (virtual private networks) so everyone was always VPN'ing, thereby creating extra security risks. Searching mail was slow, awkward, and cumbersome.

By the end of 2001 we had a prototype of Gmail that was used internally. Like several existing services at the time, it was web-based. But unlike those services it was designed for power users with high volumes of email. While our initial focus was on internal usage, it soon became clear we had something of value for the whole world. When Gmail was launched externally, in 2004, other top webmail sites offered 2MB and 4MB mailboxes, less than the size of a single attachment I might find in a message today. Gmail offered 1 Gigabyte at launch, included full-text search, and a host of other features not previously found in webmail. Since then Gmail has continued to push the envelope of email systems, including functionality such as instant messaging, video-conferencing, and offline access (launched in Gmail Labs this past January). Today some Googlers have more than 25 gigabytes of email going back nearly 10 years that they can search through in seconds. By the time you read this, you should be able to receive emails written in French and read them in English.

The benefits of web-based services, also known as cloud computing, are clear. There is no installation. All data is stored safely in a data center (no worries if your hard drive crashes). It can be accessed anytime, anywhere there is a working web browser and Internet connection (and sometimes even if there is not one — see below).

Perhaps even more importantly, new forms of communication and collaboration become possible. I am writing this letter using Google Docs. There are several other people helping me edit it simultaneously. Moments ago I stepped away and worked on it on a laptop. Without having to hit save or manage any synchronization all the changes appeared in seconds on the desktop that I am back to using now. In fact, today I have worked on this document using three different operating systems and two different web browsers, all without any special software or complex logistics.

In addition to Gmail and Google Docs, the Google Apps suite of products now includes Spreadsheets, Calendar, Sites, and more. It is also now available to companies, universities, and other organizations. In fact, more than 1 million organizations use Google Apps today, including Genentech, the Washington D.C. city government, the University of Arizona, and Gothenburg University in Sweden.

Because tens of millions of consumers already use our products, it is easy for organizations — from businesses to non-profits — to adopt them. Very little training is required and the passionate Google users already in these organizations are usually excited to help those who need a hand. In many ways, Google Apps are even more powerful in a business or group than they are for individuals because Apps can change the way businesses operate and the speed at which they move. For example, with Google Apps Web Forms we innovated by addressing the key problem of distributed data collection, making it incredibly simple to collect survey data from within the enterprise — a critical feature for collecting internal feedback we use extensively when "dogfooding" all of our products.

There are a number of things we could improve about these web services. For example, since they have arisen from different groups and acquisitions, there is less uniformity across them than there should be. For example, they can have different sharing models and chat capabilities. We are working to shift all of our applications to a common infrastructure. I believe we will achieve this soon, creating greater uniformity and capability across all of them.

Chrome

We have found the web-based service model to have significant advantages. But it also comes with its own set of challenges, primarily related to web browsers, which can be slow, unreliable, and unable to function offline. Rather than accept these shortcomings, we have sought to remedy them in a number of ways. We have contributed code and generated revenue for several existing web browsers like Mozilla Firefox, enabling them to invest more in their software. We have also developed extensions such as Google Gears, which allows a browser to function offline.

In the past couple of years, however, we decided that we wanted to make some substantial architectural changes to how web browsers work. For example, we felt that different tabs should be segregated into separate sandboxes so that one poorly functioning website does not take down the whole browser. We also felt that for us to continue to build great web services we needed much faster Javascript performance than current browsers offered.

To address these issues we have created a new browser, called Google Chrome. It has a multiprocess model and a very fast JavaScript engine we call V8. There are many other notable features, so I invite you to try it out for yourself. Chrome is not yet available on Mac and Linux so many of us, myself included, are not able to use it on a regular basis. If all goes well, this should be addressed later this year. Of course, this is just the start, and Chrome will continue to evolve. Furthermore, other web browsers have been spurred on by Chrome in areas such as JavaScript performance, making everyone better off.

Android

We first created mobile search for Google back in 2000 and then we started to create progressively more tailored and complex mobile offerings. Today, the phone I carry in my pocket is more powerful than the desktop computer I used in 1998. It is possible that this year, more Internet-capable smartphones will ship than desktop PCs. In fact, your most "personal" computer, the one that you carry with you in your pocket, is the smartphone. Today, almost a third of all Google searches in Japan are coming from mobile devices — a leading indicator of where the rest of the world will soon be.

However, mobile software development has been challenging. There are different mobile platforms, customized differently to each device and carrier combination. Furthermore, deploying mobile applications can require separate business arrangements with individual carriers and manufacturers. While the rise of app stores from Apple, Nokia, RIM, Microsoft, and others as well as the adoption of HTML 5 on mobile platforms have helped, it is still very difficult to provide a service to the largest group of network-connected people in the world.

We acquired the startup Android in 2005 and set about the ambitious goal of creating a new mobile operating system that would allow open interoperation across carriers and manufacturers. Last year, after a lot of hard work, we released Android to the world. As it is open source, anyone is free to use it and modify it. We look forward to seeing how this open platform will spur greater innovation. Furthermore, Android allows for easy creation of applications which can be deployed on any Android device. To date, more than 1000 apps have been uploaded to the Android Market including Shop Savvy (which reads bar codes and then compares prices), our own Latitude, and Guitar Hero World Tour.

AI

The past decade has seen tremendous changes in computing power amplified by the continued growth of Google's data centers. It has enabled the growth and processing of increasingly large data sets such as the web, the world's books, and video. This in turn has allowed problems once considered to be in the fantasy realm of artificial intelligence to come closer to reality.

Google Translate supports automatic machine translation between 1640 language pairs. This is made possible by large computer clusters and vast repositories of monolingual and multilingual texts: http://www.google.com/intl/en/help/faq_translation.html. This technology also allows us to support translated search where the query gets translated to another language and the results get translated back.

While the earliest Google Voice Search ran as a crude demo in 2001, today our own speech recognition technology powers GOOG411, the voice search feature of the Google Mobile App, and Google Voice. It, too, takes advantage of large training sets and significant computing capability. Last year, PicasaWeb, our photo hosting site, released face recognition, bringing a technology that is on the cutting edge of computer science to a consumer web service.

Just a few months ago we released Google Flu Trends, a service that uses our logs data (without revealing personally identifiable information) to predict flu incidence weeks ahead of estimates by the Centers for Disease Control (CDC). It is amazing how an existing data set typically used for improving search quality can be brought to bear on a seemingly unrelated issue and can help to save lives. I believe this sort of approach can do even more — going beyond monitoring to inferring potential causes and cures of disease. This is just one example of how large data sets such as search logs coupled with powerful data mining can improve the world while safe guarding privacy.

Conclusion

Given the tremendous pace of technology, it is impossible to predict far into the future. However, I think the past decade tells us some things to expect in the next. Computers will be 100 times faster still and storage will be 100 times cheaper. Many of the problems that we call artificial intelligence today will become accepted as standard computational capabilities, including image processing, speech recognition, and natural language processing. New and amazing computational capabilities will be born that we cannot even imagine today.

While about half the people in the world are online today via computers and mobile phones, the Internet will reach billions more in the coming decade. I expect that by using simple yet powerful models of computing such as web services, everyone will be more productive. These tools enable individuals, small groups, and small businesses to accomplish tasks that only large corporations could achieve before, whether it is making and releasing a movie, marketing a product, or reporting on a war.

When I was a child, researching anything involved a long trip to the local library and good deal of luck that one of the books there would be about the subject of interest. I could not have imagined that today anyone would be able to research any topic in seconds. The dark clouds currently looming over the world economy are a hardship for us all, but by the time today's children grow up, this recession will be a footnote in history. Yet the technologies that we create between now and then will define their way of life.

What's your Google story?

5/07/2009 08:45:00 AM
Working on the search team over the last few years, I have heard interesting stories of how Google has made a difference to individuals across the world. For instance, Yanick Cusson from Canada wrote to tell us about how he found his father:
"I will always remember the very first day I got Internet at home. I had not seen my father in 17 years and had no clue where he was. The very first web page I went to was Google, and I simply wrote his name in the search box, and guess what? A public announcement from the government dated four years back mentioned him as promoted! I called the person who wrote the announcement, and by luck, she worked one floor up from my father's office. She transferred me directly to him, and we started talking. We have been in touch since then, and it's great!"
It's stories like this that show us how Google Search can make a real difference for people — and that's what keeps us excited to come to work every day. If you have a story to share about how Google Search has made an impact on your life, we would love to hear it. Tell us here by writing your story or posting a video. We look forward to hearing from you.

Tuning in to TV data

5/06/2009 04:28:00 PM
This post is the latest in an ongoing series on The Power of Measurement. Previous topics have covered ways to make your website as successful as possible through tools such as Analytics and Website Optimizer. -Ed.

What if the ads we saw when watching TV were always just what we wanted to see? Well, we believe it is possible to make TV ads more relevant to viewers and to deliver more value to advertisers.

Television is becoming more like the web. Just as users click with their mouse to choose what's most relevant to them on the web, viewers send signals about what they want to see on television with clicks of the remote control.

Each week, Google analyzes data from millions of anonymized set-top boxes (STBs) to see which channels they were tuned to second by second. This data is provided by our partner, EchoStar. We're then able to use tuning metrics to provide our advertisers with next-day reports of how many televisions showed their ads nationwide and how the audience responded with their remotes.

We look at the various tuning metrics as signals from the audience about what they want to see and when. One of the metrics we've been exploring is the % Initial Audience Retained (%IAR). This is the percentage of the audience that was present at the beginning of the ad and then stayed tuned-in through the entire ad. If most viewers see an ad they like and decide to stay tuned-in, that ad would have a high %IAR.

Many factors affect audience behavior, including the nature of the programming, the time of day, the day of week, and, of course, the personality of each viewer. But ads themselves also have an impact. By identifying which factors affect tune-away, we can focus in on how the audience reacted to the ad itself.

Check out this video to learn what we found:



The chart below shows all TV commercials that aired on the Google TV Ads platform August through November 2008. Each dot represents an ad, and they are lined up from left to right in order of their %IAR as compared to what we'd expect given other factors (e.g., time of day, network, etc). The red dots on the left represent ads where more audience tuned away than expected. The green dots on the right represent ads where more of the audience stayed tuned than expected. The black dots in the middle are "normal," meaning there was no significant difference between the audience retention for those ads versus what you would expect based on historical data.

(Click on the image for a full-size version)

The next question we wanted to answer was how well this historical data could predict the future audience reaction. If we can use the past to predict the future, then we can get closer to putting relevant ads in front of TV viewers. So we selected one ad with relatively high audience tune-away (red dot) and one ad with relatively low tune-away (green dot) to run side-by-side on national television to test our findings. In the graph below, the diagonal line shows where audiences reacted the same to both ads. The points above that line represent airings when more of the audience stayed tuned to the ad that had previously retained audiences better. We learned audiences reacted predictably to the two ads.

(Click on the image for a full-size version)

Through our analysis of tuning data from millions of set-top boxes, we're getting closer to matching the right ads to the right television audience. It takes a lot of processing power to make sense of the enormous amount of data, but the insights to be gleaned are very powerful. Not only are we able to offer advertisers better measurement and more accountability for their TV campaigns, our goal is to also create a better viewing experience for TV audiences by showing viewers what they want to see.

Reducing our carbon footprint

5/06/2009 03:05:00 PM
In June 2007 Google made a voluntary commitment to become carbon neutral. To honor this commitment, we calculated our global carbon footprint, purchased high-quality carbon offsets, and worked with a third party to certify our calculations and validate our offset portfolio. Through this process, we've neutralized all of Google's 2007 emissions, as well as part of our 2008 emissions. We'll continue to invest in offset projects until we reach carbon neutrality.

Offsets are only a small part of what we are doing to reduce our greenhouse gas emissions. While offsets with strong additionality can achieve real emissions reductions in unregulated sectors at a relatively low cost, we view them as a short-term solution for Google, not as a substitute for other action. They provide a way for us to take responsibility for our emissions now, while we continue to advocate the development of utility-scale renewable energy. Current standards for offsets require a significant amount of work to evaluate the quality of each offset project and ensure that projects go beyond "business as usual." Stronger additionality standards -- that are more stringent, clear, and objective -- would also make it simpler for corporations like Google to use offsets as part of an overall strategy to neutralize emissions.

While we do plan to continue with the purchase of offsets to neutralize the emissions we cannot eliminate through efficiency or renewable energy, our green team will focus on what we do best -- engineering technology solutions. We've seen the success of transportation and IT efficiency programs like RechargeIT and the Climate Savers Computing Initiative, and the potential of renewable power and energy information initiatives such as RE<C and Google PowerMeter.

The best way to reduce our corporate footprint is to not use electricity in the first place. Google will continue to reduce our emissions directly by building and designing some of the world's most efficient data centers as well as using on-site renewable energy to power our facilities. Over the last five years, we have eliminated over half the emissions we would have produced in the absence of these critical measures. Offsets serve to neutralize the rest. In the future, we will continue to drive for improvements in energy efficiency and to find affordable sources of renewable energy.

Larry Page's University of Michigan commencement address

5/06/2009 12:50:00 PM
Over the weekend Larry Page delivered the commencement address at his alma mater and encouraged grads to "get a little crazy." Video of his speech was recently posted and we wanted to share it with our readers. You can also read the full transcript.


Google Trends on your website

5/06/2009 11:25:00 AM
One thing we've noticed here at Google over the years is that the more popular something becomes, the more people search for it online. Our annual zeitgeist catalogs some of the more interesting trends we've seen in a year's worth of web search data. We also like to keep our eye out for more timely events, such as the U.S. presidential inauguration.

As we head into the last month of this season's "American Idol," we thought this would be a good opportunity to introduce our new embeddable Google Trends gadget to track your favorite trends, right on your own website. It's as easy as "cut and paste" to showcase the rising popularity of your own idols, even if they're not on a hit television show. You get to choose which trends you want to track.

I've been using Google Trends to follow my favorite "Idol" contestants for the past three years. It all started in 2006 when I was a Chris Daughtry fan. Looking at the search trends I could tell I wasn't the only one, and I felt pretty good about the odds that Chris was going to fare well against the other contestants.


Going into the final four, Chris had a lead on Elliott Yamin, and I was pretty confident he'd advance. But over the week leading up to the performance, Chris' lead began to diminish. Despite his early lead, Chris ended up getting eliminated. I was totally bummed, but wasn't all too surprised given that they were neck and neck on Trends days before elimination night.

Fast-forward to 2008. I was rooting for David Cook, and after each performance I'd check so see how he was doing on Trends.


I was excited to see him getting more and more popular each week, and each week I could rest a little easier when I found out that David was more popular than the other contestants. David ended up walking away with the crown that year, and I had finally picked a winner!

This year, I had the good fortune of attending an "American Idol" show in person. Not really knowing what to expect, I was completely blown away by the evening's final performance: Adam Lambert's rendition of the Tears for Fears song "Mad World." I could literally feel the building move under my feet from his powerful vocals and the roar of the crowd. Since then I have been an Adam fan all the way. And just when I thought that Allison Iraheta was closing in, Adam raised the bar yet again with his rockin' performance of Led Zeppelin's "Whole Lotta Love." Let's see what Google Trends has to say about Adam this week. And if after last night's show you're worried that your favorite "Idol" had a bad night and might not make it to the next round, see if you can glean some insights from the search trends.