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  • Hub You - Reverse Engineering Search Engine Ranking Algorithms

    Target Your Advertising With Free Articles
    You need to take advantage of targeted advertising frequently to help make your online business successful. Targeted advertising means that you are advertising primarily to those who may actually purchase your product or service. You only reach those that may already be interested in what you have to offer instead of spending your advertising budgets on trying to reach everyone. One way to achieve targeted advertising is to use free reprint articles or custom written articles that will ultimately reach your targeted audience.A lot of times when a new tv show comes out on tv there is a target market that the tv program is shooting for so they also search for advertisers who would fit with that audience. Also along with the target audience often times the show will be tested with the target audience and other audiences long before its even allowed to be shown on tv to make sure that they know what market to advertise to or that the show would even be successful. Also often times when show has been on for a little while they will do studies to see who watches the show and advertising and then will adjust the s
    main), and then repeat the process themselves, and flood the search engines with 100 times more pages than the 1 page I had made. It made it worthless to compete for prime keywords.

    And second, certain data cannot be measured. You can use tools like Alexa to determine traffic or Google's site:domain.com to find out how many listings a domain has, but unless you have a lot of this data to measure, you won't get any useable readings. What good is it for you to try and beat a major web site for a major keyword if they already have millions of visitors per day, you don't, and it is part of the search engine ranking?

    Bandwidth and resources can become a problem. I have had web sites where 75% of my traffic was search engine spiders. And they slammed my sites every second of every day for months. I would literally get 30,000 hits from the Google spider every day, in addition to other spiders. And contrary to what THEY believe, they aren't as friendly as they claim.

    Another drawback is that if you are doing this for a corporate web site, it might not look so good.

    For example, you might recall a few weeks ago when Google was caught using shadow pages, and of course claimed they were only "test" pages. Right. Does Google have no dev servers? No staging servers? Are they smart enough to make shadow pages hidden from normal users but not smart enough to hide dev or test pages from normal users? Have they not figured out how a URL or IP filt

    In Direct Sales - Mine Your Diamonds For The Answers
    Mirror, mirror on the wall - which incentive plan is the most effective of all?Granted, it's not the most scientific method of determining your course of business this year, but in this age of rapidly changing technology, fickle customer loyalty and increasing distributor expectations, more and more companies are needing to pull out all the stops in order to keep expanding in the coming years. So if you don’t happen to have a magic mirror hanging around, where can you turn for the answers?Let’s look at the options.Past Performance- Certainly the person who coined the phrase “the best predictor of future performance is past performance” did not live in the age of technology, where change is the norm and predictability is out the window. Executives today need to think “future focus” not pine for the good old days.Technology - After a decade of trial and error and billions of dollars invested, direct selling companies have emerged sharper, more efficient and realistic, recognizing that technology is a tool for growth, not the end-all answer to our prayers. Your strategic plan for this year must
    Back in 1997 I did some research in an attempt to reverse-engineer algorithms used by search engines. In that year, the big ones included AltaVista, Webcralwer, Lycos, Infoseek, and a few others.

    I was able to largely declare my research a success. In fact, it was so accurate that in one case I was able to write a program that produced the exact same search results as one of the search engines. This article explains how I did it, and how it is still beneficial today.

    Step 1: Determine Rankable Traits

    The first thing to do is make a list of what you want to measure. I came up with about 15 different possible ways to rank a web page. They included things like:

    - keywords in title
    - keyword density
    - keyword frequency
    - keyword in header
    - keyword in ALT tags
    - keyword emphasis (bold, strong, italics)
    - keyword in body
    - keyword in url
    - keyword in domain or sub-domain
    - criteria by location (density in title, header, body, or tail) etc

    Step 2: Invent a New Keyword

    The second step is to determine which keyword to test with. The key is to choose a word that does not exist in any language on Earth. Otherwise, you will not be able to isolate your variables for this study.

    I used to work at a company called Interactive Imaginations, and our site was Riddler.com and the Commonwealth Network. At the time, Riddler was the largest entertainment web site, and CWN was one of the top trafficed sites on the net (in the top 3). I turned to my co-worker Carol and mentioned I needed a fake word. She gave me "oofness". I did a quick search and it was not found on any search engine.

    Note that a unique word can also be used to see who has copied content from your web sites onto their own. Since all of my test pages are gone (for many years now), a search on Google shows some sites that did copy my pages.

    Step 3: Create Test Pages

    The next thing to do was to create test pages. I took my home page for my now defunct Amiga search engine "Amicrawler.com" and made about 75 copies of it. I then numbered each file 1.html, 2.html... 75.html.

    For each measurement criteria, I made at least 3 html files. For example, to measure keyword density in title, I modified the html titles of the first 3 files to look like this:

    1.html:

    <title>oofness oofness</title>
    2.html: <title>oofness oofness oofness oofness</title>
    3.html: <title>oofness oofness oofness oofness oofness oofness</title>

    The html files of course contained the rest of my home page. I then logged in my notebook that files 1 - 3 were keyword density in title files.

    I repeated this type of html editing for about 75 or so files, until I had every criteria covered. The files where then uploaded to my web server and placed in the same directoty so that search engines can find them.

    Step 4: Wait for Search Engines to Index Test Pages

    Over the next few days, some of the pages started appearing in search engines. However a site like AltaVista might only show 2 or 3 pages. Infoseek / Ultraseek at the time was doing real time indexing so I got to test everything right away. In some cases, I had to wait a few weeks or months for the pages to get indexed.

    Simply typing the keyword "oofness" would bring up all pages indexed that had that keyword, in the order ranked by the search engine. Since only my pages contained that word, I would not have competing pages to confuse me.

    Step 5: Study Results

    To my surprise, most search engines had very poor ranking methodology. Webcrawler used a very simple word density scoring system. In fact, I was able to write a program that gave the exact same search engine results as Webcrawler. That's right, just give it a list of 10 urls, and it will rank them in the exact same order as Webcrawler. Using this program I would make any of my pages rank #1 if I wanted to. Problem is of course that Webcrawler did not generate any traffic even if I was listed number 1, so I did not bother with it.

    AltaVista responded best with the most number of keywords in the title of the html. It ranked a few pages way at the bottom, but I don't recall which criteria performed worst. And the rest of the pages ranked somewhere in the middle. All in all, AltaVista only cared about keywords in the title. Everything else didn't seem to matter.

    A few years later, I repeated this test with AltaVista and found it was giving high preference to domain names. So I added a wildcard to my DNS and web server, and put keywords in the sub-domain. Voila! All of my pages had #1 ranking for any keyword I chose. This of course led to one problem... Competiting web sites don't like losing their top positions and will do anything to protect their rankings when it costs them traffic.

    Other Methods of Testing Search Engines

    I am going to quickly list some other things that can be done to test search engines algorithms. But these are all lengthy topics to discuss.

    I tested some search engines by uploading large copies of the dictionary, and redirecting any traffic to a safe page. I also tested them by indexing massive quantities of documents (in the millions) under hundreds of domain names. I found in general that there are very few magic keywords found in most documents. The fact still remains that a few keyword search times like "sex", "britney spears", etc brought in traffic but most do not. Hence, most pages never saw any people traffic.

    Drawbacks

    Unfortunately there were some drawbacks to getting listed #1 for a lot of keywords. I found that it ticked off a lot of people who had competing web sites. They would usually start by copying my winning methodology (like placing keywords in the sub-domain), and then repeat the process themselves, and flood the search engines with 100 times more pages than the 1 page I had made. It made it worthless to compete for prime keywords.

    And second, certain data cannot be measured. You can use tools like Alexa to determine traffic or Google's site:domain.com to find out how many listings a domain has, but unless you have a lot of this data to measure, you won't get any useable readings. What good is it for you to try and beat a major web site for a major keyword if they already have millions of visitors per day, you don't, and it is part of the search engine ranking?

    Bandwidth and resources can become a problem. I have had web sites where 75% of my traffic was search engine spiders. And they slammed my sites every second of every day for months. I would literally get 30,000 hits from the Google spider every day, in addition to other spiders. And contrary to what THEY believe, they aren't as friendly as they claim.

    Another drawback is that if you are doing this for a corporate web site, it might not look so good.

    For example, you might recall a few weeks ago when Google was caught using shadow pages, and of course claimed they were only "test" pages. Right. Does Google have no dev servers? No staging servers? Are they smart enough to make shadow pages hidden from normal users but not smart enough to hide dev or test pages from normal users? Have they not figured out how a URL or IP filte

    Advertising - The Power of the Written Word over the Spoken Word
    There are some things which, on account .of the delicacy of treatment, the accuracy, etc, required, cannot be trusted to the most sensitive piece of machinery, but must be finished by the hand of a skilled craftsman. There are many things in the world of selling which are too delicate for the mass treatment accorded them by the advertising man, and which require the touch of the salesman to bring to the desired conclusion.Advertising is limited by its own advantages to definite functions in certain fields. Its usefulness varies with the character of the product, the customer, or the purchase unit. It varies with distribution, the character of the buying habit, and the extent of the territory. Above all, it varies with the attitude of mind of the consumer toward the products' associations.No two cases will be exactly alike, but all will come under some one or two general classes which define the status of the advertising in relation to the personal selling. There are some cases where machine work is of so little value that it could be dispensed with almost without a ripple. There are similar cases in sellin
    nd CWN was one of the top trafficed sites on the net (in the top 3). I turned to my co-worker Carol and mentioned I needed a fake word. She gave me "oofness". I did a quick search and it was not found on any search engine.

    Note that a unique word can also be used to see who has copied content from your web sites onto their own. Since all of my test pages are gone (for many years now), a search on Google shows some sites that did copy my pages.

    Step 3: Create Test Pages

    The next thing to do was to create test pages. I took my home page for my now defunct Amiga search engine "Amicrawler.com" and made about 75 copies of it. I then numbered each file 1.html, 2.html... 75.html.

    For each measurement criteria, I made at least 3 html files. For example, to measure keyword density in title, I modified the html titles of the first 3 files to look like this:

    1.html:

    <title>oofness oofness</title>
    2.html: <title>oofness oofness oofness oofness</title>
    3.html: <title>oofness oofness oofness oofness oofness oofness</title>

    The html files of course contained the rest of my home page. I then logged in my notebook that files 1 - 3 were keyword density in title files.

    I repeated this type of html editing for about 75 or so files, until I had every criteria covered. The files where then uploaded to my web server and placed in the same directoty so that search engines can find them.

    Step 4: Wait for Search Engines to Index Test Pages

    Over the next few days, some of the pages started appearing in search engines. However a site like AltaVista might only show 2 or 3 pages. Infoseek / Ultraseek at the time was doing real time indexing so I got to test everything right away. In some cases, I had to wait a few weeks or months for the pages to get indexed.

    Simply typing the keyword "oofness" would bring up all pages indexed that had that keyword, in the order ranked by the search engine. Since only my pages contained that word, I would not have competing pages to confuse me.

    Step 5: Study Results

    To my surprise, most search engines had very poor ranking methodology. Webcrawler used a very simple word density scoring system. In fact, I was able to write a program that gave the exact same search engine results as Webcrawler. That's right, just give it a list of 10 urls, and it will rank them in the exact same order as Webcrawler. Using this program I would make any of my pages rank #1 if I wanted to. Problem is of course that Webcrawler did not generate any traffic even if I was listed number 1, so I did not bother with it.

    AltaVista responded best with the most number of keywords in the title of the html. It ranked a few pages way at the bottom, but I don't recall which criteria performed worst. And the rest of the pages ranked somewhere in the middle. All in all, AltaVista only cared about keywords in the title. Everything else didn't seem to matter.

    A few years later, I repeated this test with AltaVista and found it was giving high preference to domain names. So I added a wildcard to my DNS and web server, and put keywords in the sub-domain. Voila! All of my pages had #1 ranking for any keyword I chose. This of course led to one problem... Competiting web sites don't like losing their top positions and will do anything to protect their rankings when it costs them traffic.

    Other Methods of Testing Search Engines

    I am going to quickly list some other things that can be done to test search engines algorithms. But these are all lengthy topics to discuss.

    I tested some search engines by uploading large copies of the dictionary, and redirecting any traffic to a safe page. I also tested them by indexing massive quantities of documents (in the millions) under hundreds of domain names. I found in general that there are very few magic keywords found in most documents. The fact still remains that a few keyword search times like "sex", "britney spears", etc brought in traffic but most do not. Hence, most pages never saw any people traffic.

    Drawbacks

    Unfortunately there were some drawbacks to getting listed #1 for a lot of keywords. I found that it ticked off a lot of people who had competing web sites. They would usually start by copying my winning methodology (like placing keywords in the sub-domain), and then repeat the process themselves, and flood the search engines with 100 times more pages than the 1 page I had made. It made it worthless to compete for prime keywords.

    And second, certain data cannot be measured. You can use tools like Alexa to determine traffic or Google's site:domain.com to find out how many listings a domain has, but unless you have a lot of this data to measure, you won't get any useable readings. What good is it for you to try and beat a major web site for a major keyword if they already have millions of visitors per day, you don't, and it is part of the search engine ranking?

    Bandwidth and resources can become a problem. I have had web sites where 75% of my traffic was search engine spiders. And they slammed my sites every second of every day for months. I would literally get 30,000 hits from the Google spider every day, in addition to other spiders. And contrary to what THEY believe, they aren't as friendly as they claim.

    Another drawback is that if you are doing this for a corporate web site, it might not look so good.

    For example, you might recall a few weeks ago when Google was caught using shadow pages, and of course claimed they were only "test" pages. Right. Does Google have no dev servers? No staging servers? Are they smart enough to make shadow pages hidden from normal users but not smart enough to hide dev or test pages from normal users? Have they not figured out how a URL or IP filt

    Would You Hire Picasso as Your Company's Graphic Designer? Not If You're a Shrewd Business Owner
    Legend has it that Pablo Picasso was sketching in the park when a bold woman approached him. “It’s you — Picasso, the great artist! Oh, you must sketch my portrait! I insist.” So Picasso agreed to sketch her. After studying her for a moment, he used a single pencil stroke to create her portrait. He handed the women his work of art. “It’s perfect!” she gushed. “You managed to capture my essence with one stroke, in one moment. Thank you! How much do I owe you?” “Five thousand dollars,” the artist replied. “B-b-but, what?” the woman sputtered. “How could you want so much money for this picture? It only took you a second to draw it!” To which Picasso responded, “Madame, it took me my entire life.” I love this lighthearted anecdote, most graphic designers do as well. It perfectly illustrates the amount of dedication and energy devoted to a love of art, which is sometimes not appreciated by clients. I know a lot of graphic designers that are seriously annoyed by this; they get upset that clients don’t appre

    Step 4: Wait for Search Engines to Index Test Pages

    Over the next few days, some of the pages started appearing in search engines. However a site like AltaVista might only show 2 or 3 pages. Infoseek / Ultraseek at the time was doing real time indexing so I got to test everything right away. In some cases, I had to wait a few weeks or months for the pages to get indexed.

    Simply typing the keyword "oofness" would bring up all pages indexed that had that keyword, in the order ranked by the search engine. Since only my pages contained that word, I would not have competing pages to confuse me.

    Step 5: Study Results

    To my surprise, most search engines had very poor ranking methodology. Webcrawler used a very simple word density scoring system. In fact, I was able to write a program that gave the exact same search engine results as Webcrawler. That's right, just give it a list of 10 urls, and it will rank them in the exact same order as Webcrawler. Using this program I would make any of my pages rank #1 if I wanted to. Problem is of course that Webcrawler did not generate any traffic even if I was listed number 1, so I did not bother with it.

    AltaVista responded best with the most number of keywords in the title of the html. It ranked a few pages way at the bottom, but I don't recall which criteria performed worst. And the rest of the pages ranked somewhere in the middle. All in all, AltaVista only cared about keywords in the title. Everything else didn't seem to matter.

    A few years later, I repeated this test with AltaVista and found it was giving high preference to domain names. So I added a wildcard to my DNS and web server, and put keywords in the sub-domain. Voila! All of my pages had #1 ranking for any keyword I chose. This of course led to one problem... Competiting web sites don't like losing their top positions and will do anything to protect their rankings when it costs them traffic.

    Other Methods of Testing Search Engines

    I am going to quickly list some other things that can be done to test search engines algorithms. But these are all lengthy topics to discuss.

    I tested some search engines by uploading large copies of the dictionary, and redirecting any traffic to a safe page. I also tested them by indexing massive quantities of documents (in the millions) under hundreds of domain names. I found in general that there are very few magic keywords found in most documents. The fact still remains that a few keyword search times like "sex", "britney spears", etc brought in traffic but most do not. Hence, most pages never saw any people traffic.

    Drawbacks

    Unfortunately there were some drawbacks to getting listed #1 for a lot of keywords. I found that it ticked off a lot of people who had competing web sites. They would usually start by copying my winning methodology (like placing keywords in the sub-domain), and then repeat the process themselves, and flood the search engines with 100 times more pages than the 1 page I had made. It made it worthless to compete for prime keywords.

    And second, certain data cannot be measured. You can use tools like Alexa to determine traffic or Google's site:domain.com to find out how many listings a domain has, but unless you have a lot of this data to measure, you won't get any useable readings. What good is it for you to try and beat a major web site for a major keyword if they already have millions of visitors per day, you don't, and it is part of the search engine ranking?

    Bandwidth and resources can become a problem. I have had web sites where 75% of my traffic was search engine spiders. And they slammed my sites every second of every day for months. I would literally get 30,000 hits from the Google spider every day, in addition to other spiders. And contrary to what THEY believe, they aren't as friendly as they claim.

    Another drawback is that if you are doing this for a corporate web site, it might not look so good.

    For example, you might recall a few weeks ago when Google was caught using shadow pages, and of course claimed they were only "test" pages. Right. Does Google have no dev servers? No staging servers? Are they smart enough to make shadow pages hidden from normal users but not smart enough to hide dev or test pages from normal users? Have they not figured out how a URL or IP filt

    Build a Better Online Press Kit
    Some recent surveys of journalists and reporters indicate that most prefer to use online media rooms/press kits as opposed to the old-fashioned hard copy press kits. Why? The Internet is open 24 hours a day, seven days a week. A busy reporter on deadline can log on and cruise from one online press kit to the next without having to wait for an overnight package or fax.Many businesses and publicists are embracing this new technology in media relations and are in a mad dash to develop online press kits of their own or for their clients. Like a Web site, an online press kit should contain certain elements, should make some features more prominent than others, and be simple to navigate. Here are some “do’s and don’ts” to consider before you dive in and begin creating an online press kit.Online press kits Should:Be easy to locate if linked to a main Web site. For instance, if ABC Bottled Water has a public or consumer Web site already established, a separate media room can be linked to the Web site’s home page. This link must appear prominently – either in the site’s menu or on the ho
    t keywords in the title. Everything else didn't seem to matter.

    A few years later, I repeated this test with AltaVista and found it was giving high preference to domain names. So I added a wildcard to my DNS and web server, and put keywords in the sub-domain. Voila! All of my pages had #1 ranking for any keyword I chose. This of course led to one problem... Competiting web sites don't like losing their top positions and will do anything to protect their rankings when it costs them traffic.

    Other Methods of Testing Search Engines

    I am going to quickly list some other things that can be done to test search engines algorithms. But these are all lengthy topics to discuss.

    I tested some search engines by uploading large copies of the dictionary, and redirecting any traffic to a safe page. I also tested them by indexing massive quantities of documents (in the millions) under hundreds of domain names. I found in general that there are very few magic keywords found in most documents. The fact still remains that a few keyword search times like "sex", "britney spears", etc brought in traffic but most do not. Hence, most pages never saw any people traffic.

    Drawbacks

    Unfortunately there were some drawbacks to getting listed #1 for a lot of keywords. I found that it ticked off a lot of people who had competing web sites. They would usually start by copying my winning methodology (like placing keywords in the sub-domain), and then repeat the process themselves, and flood the search engines with 100 times more pages than the 1 page I had made. It made it worthless to compete for prime keywords.

    And second, certain data cannot be measured. You can use tools like Alexa to determine traffic or Google's site:domain.com to find out how many listings a domain has, but unless you have a lot of this data to measure, you won't get any useable readings. What good is it for you to try and beat a major web site for a major keyword if they already have millions of visitors per day, you don't, and it is part of the search engine ranking?

    Bandwidth and resources can become a problem. I have had web sites where 75% of my traffic was search engine spiders. And they slammed my sites every second of every day for months. I would literally get 30,000 hits from the Google spider every day, in addition to other spiders. And contrary to what THEY believe, they aren't as friendly as they claim.

    Another drawback is that if you are doing this for a corporate web site, it might not look so good.

    For example, you might recall a few weeks ago when Google was caught using shadow pages, and of course claimed they were only "test" pages. Right. Does Google have no dev servers? No staging servers? Are they smart enough to make shadow pages hidden from normal users but not smart enough to hide dev or test pages from normal users? Have they not figured out how a URL or IP filt

    Selling on Web? You Can Do It
    “Sell on web”, the dapper man in striped suit was saying, “it’s easy.” Robin knew he heard that before. To him the question was not ‘if’, but ‘how’. He always thought selling on web is a hallowed precinct belonging to only a few. Could he be one of them, he wasn’t sure.Back home early, Robin crouched before his desktop and started shooting queries at Google. Soon enough, he zeroed on what he wanted. “Phew”, he exclaimed, “what a gem!” He was looking at SBI!’s website.Robin was orthodox. He believed in the adage “whatever comes on a platter isn’t worth it”. He found solace in SBI!’s firm advice to work hard at it. But wasn’t it that SBI! gave all that one needed to succeed on web? Robin decided to take note of all that SBI! offered.Own A WebsiteThe basics first. Did SBI! offer domain name, building website, web hosting, unlimited pages, page templates, unlimited email accounts, or for that matter, unlimited data transfer and unlimited hosting space?Yes, SBI! offered all these and more. Robin knew old-styled hosting providers would never provide unlimited hosting space and unlimit
    main), and then repeat the process themselves, and flood the search engines with 100 times more pages than the 1 page I had made. It made it worthless to compete for prime keywords.

    And second, certain data cannot be measured. You can use tools like Alexa to determine traffic or Google's site:domain.com to find out how many listings a domain has, but unless you have a lot of this data to measure, you won't get any useable readings. What good is it for you to try and beat a major web site for a major keyword if they already have millions of visitors per day, you don't, and it is part of the search engine ranking?

    Bandwidth and resources can become a problem. I have had web sites where 75% of my traffic was search engine spiders. And they slammed my sites every second of every day for months. I would literally get 30,000 hits from the Google spider every day, in addition to other spiders. And contrary to what THEY believe, they aren't as friendly as they claim.

    Another drawback is that if you are doing this for a corporate web site, it might not look so good.

    For example, you might recall a few weeks ago when Google was caught using shadow pages, and of course claimed they were only "test" pages. Right. Does Google have no dev servers? No staging servers? Are they smart enough to make shadow pages hidden from normal users but not smart enough to hide dev or test pages from normal users? Have they not figured out how a URL or IP filter works? Those pages must have served a purpose, and they didn't want most people to know about it. Maybe they were just weather balloon pages?

    I recall discovering some pages that were placed by a hot online & print tech magazine (that wired us into the digital world) on search engines. They had placed numerous blank landing pages using font colors matching the background, which contained large quantities of keywords for their largest competitor. Perhaps they wanted to pay digital homage to CNET? Again, this was probably back in 1998. In fact, they were running articles at the time about how it is wrong to try and trick search engines, yet they were doing it themselves.

    Conclusion

    While this methodology is good for learning a few things about search engines, on the whole I would not recommend making this the basis for your web site promotion. The quantity of pages to compete against, the quality of your visitors, the shoot-first mentality of search engines, and many other factors will prove that there are better ways to do web site promotion.

    This methodology can be used for reverse engineering other products. For example, when I worked at Agency.com doing stats, we used a product made by a major micro software company (you might be using one of their fine operating system products right now) to analyze web server logs. The problem was that it took more than 24 hours to analyze 1 days worth of logs, so it was never up to date. A little bit of magic and a little bit of perl was able to generate the same reports in 45 minutes simply by feeding the same logs into both systems until the results came out the same and every condition was accounted for.

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