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6月21日 All About Click FraudIntroduction
In the next few pages, I'm going to walk you through what click fraud is, how to identify it and how to stop it. However, if you're not sure of the basics -- not sure what paid search marketing is in the first place -- please skip to the "About paid search" page of this In Focus, then come back. Let me open with a hypothetical -- but very realistic -- example of why you should take click fraud seriously. An online retailer selling consumer electronics noticed something interesting about his search campaign one Monday morning. In the last month, his top earning terms like "iPod Nano" have gone from an average $2.00 per click to well above $5.00. His conversion rates, usually in the 1.5 to 2.5 percent range have dropped below .05 percent. Search activity for less than popular targeted terms like "iPood Nannu" have gone from 12 to 15 searches a month to almost 500, and those terms have skyrocketed from five to 10 cents per click to almost $3.00 per click with almost no increase in sales over the previous 30 days. What happened? The most likely explanation is that a competitor started clicking on our online retailer's sponsored search ads over and over and over in order to drive his costs up, drain the amount of money he can spend on search, and open up those key search terms for his own business. The takeaway: No other aspect of this retailer's business has changed. Yet in a month’s time, his search marketing costs have increased by more than 500 percent and his sales have plummeted from $16 million a month to just under $2 million. Click fraud can cost you a lot of money.
What is click fraud?
Click fraud is an intentional disruption of the pay per click advertising model with malice and forethought for competitive or financial gain. Click fraud is often associated with unwanted or unqualified clicks but while unqualified visitors may not generate revenue, this activity may not constitute fraud in and of itself. Left unchecked, fraudulent or erroneous clicks threaten to erode revenue generated from search listings and may ultimately call into question the credibility of search engine advertising. While no one is certain of the exact size of click fraud in the search engine advertising world, we know it is responsible for perhaps hundreds of millions of dollars in advertiser losses each year. Fraudulent click traffic can also be seen in much higher frequencies
in highly competitive and popular search categories such as
electronics, auto, finance and travel. Types of click fraud
Click fraud exists in many forms. Automated bots, competitors and even large click farms are rumored to exist in third world countries. But each type produces a common result: erroneous click traffic that advertisers have to pay for. The most common types and motivations of click fraud are: Competitive fraud: As its name implies, competitive click fraud is most often seen but not limited to heavily competitive categories in which a competing advertiser seeks to remove a competitor by endlessly clicking on the competitor's search terms. The end result is a forced removal either by budgetary attrition or by the advertiser deeming the keyword or phrase ineffective. Affiliate or contextual fraud: Many websites generate revenue from listings placed on each of their sites: each time a user clicks on a listing, the website gets paid. So, to put it simply, an unscrupulous website owner might arrange for a lot of clicks on the site ads in order to increase revenue from content listings. Impression fraud: Searches are conducted repeatedly on a term but no clicks are registered. This drives the clickthrough rate for that paid search listing down. At that point, either a search provider's automatic tool will disable the search term (due to a low clickthrough rate) or the advertiser will do it manually. This clears the way for another advertiser's paid search listing to move up in the rankings. Since there is no money changing hands, and technically there is no click action, this type of fraud is difficult to detect. Automated fraud: Software applications that verify links can
contain robots or crawlers that automatically enter sites or follow
links; sometimes these robots can inadvertently click on paid listings. Identifying click fraud
Click fraud can be wildly unpredictable, and the action has to occur before it can be identified. Some of the most common methods of identifying click fraud are: Internet Protocol address: IP addresses provide a multitude of information. Geographic targeting tools in search advertising (if you use them) can stop outsiders from clicking on your ad and clicks from countries beyond your scope of business may indicate fraud. A high frequency of clicks from the same IP address can also be an early warning sign that somebody is clicking fraudulently. Unusual activity: A problem may exist if a search term or
keyword grouping normally receives 10 searches or clicks a month and
you suddenly receive 1,000. Similarly, if keyword costs begin to
skyrocket for no apparent reason, you may be a victim of click fraud.
Abnormally high abandonment rates may also tip you off. How to protect yourself
The business of click fraud prevention is growing almost as fast as the search engine advertising industry itself. The search engines themselves deal with a lot of the automated and other types of click fraud before advertisers are ever invoiced. However, this does not mean that identifying click fraud should be left solely in the hands of a search provider. As an advertiser, you have quite a few options in taking action against click fraud. Do it yourself, but be warned that manually checking IP addresses and reviewing log files for thousands of terms is arduous and impractical. Outsourcing click fraud prevention: There are literally hundreds of options in selecting a click fraud prevention vendor. Your search engine marketing firm or agency probably offers an automated tool, or you can go with one of the many third parties that have entered the space. What to look for: If you outsource, make sure that the solution you choose offers tools that provide a high frequency of tracking reports. Look also for a solution that search providers acknowledge. If you find click fraud, what then? Most often advertisers
receive compensation in the form of future advertising credits, but if
you are bent on a cash refund be prepared to take an aggressive
posture. Is anybody doing anything?
The search engine advertising industry has grown so quickly there has been little time to deal with issues that arise, much less regulate them. So, at the present moment shutting down click fraud farms in Kazakhstan -- if they even exist -- or stopping competitors from executing fraudulent click initiatives is unlikely. Another way of saying this is simply that there has been little activity by industry groups in acknowledging or acting on click fraud. Search providers like Google and Yahoo have been forthcoming about their general attempts to prevent fraudulent traffic. However, these search providers keep their specific fraud detection technologies secret, ostensibly to make things more difficult for click fraud perpetrators. Many unhappy advertisers have taken matters into their own hands and initiated litigation against search providers. Still other third parties have endeavored to create forums for advertisers to voice concerns and share best practices. Regulation in the space is inevitable given the growing concerns over click fraud. Learn more about click fraud:
About paid search...
If you're not even sure what paid search marketing is, let alone how to define click fraud, take a look at this brief introduction, then go back to the introduction for the rest of this In Focus on click fraud. Second only to email, search is the most popular online activity. The Search Economy Advertising in search engines -- for example, the sponsored listings that show up on the right-hand side of the screen every time you run a search on Google -- have risen to become the largest portion of online advertising spending in recent years. Google, Yahoo, MSN and many other search sites generate revenue by selling search listings that can be purchased by keyword or keyword matching in the form of "sponsored" results. Listings are auctioned and advertisers compete for placements in keyword search results. Search providers also place listings on content or destination (e.g., Google AdSense) pages to generate revenue for content owners. These "contextual" or "content search" listings are also sold on a cost per click basis and revenue is shared between content owners and search sites. Paid search is a good deal because advertisers pay only for clicks sent to their websites, and this performance-based model has proven itself suitable for many types of marketers. The rapid growth of pay-per-click advertising in search has meant tremendous economic growth for online advertising.
5月24日 Google's Click Fraud Settlement and YouMay 24, 2006
Our search editor offers 90 million reasons to pass on this settlement. The highly publicized recent settlement reached in a suit against Google that provides for partial refunds for advertisers has left far more questions than answers in the click fraud debate. Lane's Gifts and Collectibles, et al. v. Google-- et al may be the most controversial aspect of the longest running debate in search. The short version? A relatively quick settlement was reached to the tune of 90 million dollars, and all advertisers that purchased advertising since January 1, 2002 are automatically class members in this suit. That's it folks, gather your reports and line up for a refund. Of course there are one or two things you should know about the case. A few details, if you will, that might be of interest to you as an advertiser. Dewey, Cheatem and Howe While the court will ultimately decide plaintiff's counsel's compensation, the terms of the settlement provide for counsel to seek maximum compensation of slightly more than 33 percent. There is a further provision that Google will not dispute the compensation up to 30 million dollars. The hearing to determine whether the settlement and fees are fair has been tentatively scheduled for July 24 and 25 beginning at nine AM and will be held in the Juvenile Courtroom in Texarkana, Arkansas. The Juvenile Courtroom; how prophetic. If you happen to be in Texarkana that week, you may want to stop in for a visit. Just remember that if you want to speak at the hearing, you must ask the court's permission. Plaintiff's council's fees will undoubtedly include costs and compensation for consultants and experts retained in the course of this action. I would be interested to see who else is cashing in on this action. If you were at all wondering why such an enormous suit alleging breach of contract on such a gigantic scale didn't result in a trial, consider the following: A contract with Google for advertising stipulates that any disputes will be subject to the laws of the state of California, not Arkansas. Had the litigation progressed, it probably would have been removed to the Golden State and therefore been a bit more complicated. The definition of insanity Think you might get a cash refund? Perish the thought-- said compensation will be provided in the form of advertising credits for future advertising. Specifically, credits may be applied up to 50 percent of the costs of future advertising purchases. Yes, you read that correctly. If you would like to submit a claim, you may do so by submitting the appropriate form no later August 4, 2006 and Google will assess the validity of your claim. Yes, you read that correctly as well. If you accept a credit, you also agree to waive your rights to future litigation against Google and any partners where advertising may appear. Further, you will be bound by all orders and judgments of the Court, whether favorable or not. YOU CAN OPT OUT I wonder how many of those emails went immediately into the deleted or spam folders. You have 30 days from the date of the notice to postmark your signed letter requesting removal from the action. You can also object to the settlement, in writing, by sending letters to all three of the following: Clerk of the Miller County Circuit Court, George L. McWilliams of Patton, Roberts, McWilliams & Capshaw, LLP, and Daralyn J. Durie of Keker & Van Nest, LLP. I have provided a link to the settlement website below if some letter writing is in your future. The perfect crime The genuine concern should be who is responsible for auditing click traffic. Leaving the search providers in charge of this task is a bit too close to leaving the fox in charge of the hen house. As I have said before, an industry group that represents advertisers would be a solid choice to lead such an effort, but no such effort exists today. Until we see advertisers represented adequately with an industry initiative, standards for reporting and refunding fraudulent click costs will not move forward. The process of evaluating and reporting false traffic obviously exist, but they cannot be made public due to concerns surrounding the security and validity of the information. Signifying nothing Plaintiff's counsel, on the other hand, sounds like a good place to start. In the end, only the lawyers will get paid; advertisers might get some credit toward future click fraud, and advertisers agree to waive any right to future litigation. Unfortunately, none of the real issues surrounding click fraud were addressed with this settlement, and the debate continues. 5月15日 Click Fraud Clocks Google: Eyeing the Impending Litigations Facing the Online Giant
Yes indeed, click fraud is now a court issue; there are now three interrelated lawsuits affecting one online giant: Google. First, there is the case that got filed filed in Arkansas, Lane’s Gifts. Second, is AIT, a case that got filed in California. Then there is the most recent case Kinney vs. Lane. This third case is quite a twist. It’s a suit against the plaintiffs that filed the first lawsuit in Arkansas, claiming that they aren’t fairly representing all the Google advertisers and that the settlement the plaintiffs agreed to is a bad deal. Let’s start with the first suit: Lane’s Gifts. When the case began, both Google and Yahoo argued that the case should be dismissed because it was in the wrong venue, which means the suit was brought in the wrong location. If you look at your Google contract, it likely says that you have to sue them in California, and no other location. To quote the Terms and Conditions, it says the contract is “governed by California law . . . and adjudicated in Santa Clara County, California.” Bringing a case in the wrong venue when the contract specifies the venue usually means the case automatically gets dismissed. But this first case in Arkansas went forward while a motion to dismiss the case, based on the venue provision, was getting scheduled. Someplace midstream, Google and the lawyers for Lane came to terms. There’s nothing a judge likes better then when the two parties come to terms; it’s off his docket. But these are the terms of the settlement: 1. Based on the amount of money that Google has made over the last 4 years with AdWords, the settlement comes down to less then ½ cent on the dollar. What this really means is that the small advertiser has almost no chance at some sort of reasonable recovery. It simply isn’t worth the effort. 2. If you decide to apply for a fraud refund guess, who gets to decides if the claim is legitimate? Google is the final judge and jury. 3. If Google decides that you merit a refund, it isn’t for cash. You get a credit against your future ad spend. That’s good; it will partially cover future click fraud which most experts put in the 14 to 30 percent range. 4. It brings us up the last point, which is that there is no guarantee that Google will help stop click fraud moving into the future. Welcome back to court because you’re not getting any relief. So why did Google change its mind and decide to settle in Arkansas? That is simple, the terms are totally one-sided in Google’s favor. Because Google was about to have the case against it dismissed based on the fact that it was in the wrong venue, it forced Lane’s Gifts’ lawyers into a bad deal. Google’s lawyers figured they could give a small amount of cash to these lawyers and limited refunds to the advertisers. If you’re saying to yourself that 30 million dollars is a lot of money, it is–for the lawyers. But where does that leave the advertisers, who had billions of dollars in possible losses and will continue to have them moving into the future? The latest information on the first case is that Google should be notifying all advertisers that they can accept the settlement or reject it. If you do not reject it, you will have to accept whatever this ½ cent on the dollar settlement comes to. If you’re like most people and you see a “refund” class action letter, you might not even open the envelope. If you do open it, the amount and the terms for the refund discourage you from even sending in the paperwork. This is what Google is really counting on. This is why a number of law firms from around the country have filed the third suit, Kinney vs. Lane’s. To give businesses, especially small businesses/advertisers, a shot at getting a reasonable refund. Let me return to the second suit, AIT. Brian Kabateck, one of the lawyers involved in AIT and Kinney vs. Lane described how his interest in click fraud started. Kabateck had been looking into search engine marketing for his law firm. In the process of talking to search engine marketing experts, the subject of click fraud came up. One of the SEM firms mentioned that one of their clients was having a problem getting a refund. In this case, it was a rehabilitation center. Its hard to believe that something that borders on a social service would have a click fraud problem, but it did. When the center tried to ask Google to correct the problem and/or get a refund, that’s when they were met with stone-cold silence. After hearing this type of story from numerous businesses, a number of law firms got together and filed the suit in California Federal court, via Click Defense/AIT. AIT was asking the Federal court to give the suit class-action status when Google suddenly announced its settlement in Lane’s Gifts. To make maters worse, Google was then able to have the AIT action delayed because it had reached a settlement in Lane’s Gifts. This issue won’t go away. Clarence Briggs, AIT’s Chief Executive, has gone to Congress and appears to have raised the interest of a number of members of Congress. Staff members of the Judiciary Committee have asked for additional information and he has been told he may be called to testify as a witness. The search engines have already been in the spotlight with Congressional hearing on issues like privacy and their relationship with the Chinese Government. So as things stand right now you should, if you are an AdWords advertiser, be getting legal notification of the pending settlement. 4月7日 Keyword Testing and Expansion Done Right, Part 1Keyword Testing and Expansion Done Right, Part 1 › › › Paid Search Strategies BY Kevin Lee
Keyword expansion. You hear it at shows, your engine reps remind you about it, entire sessions at Search Engine Strategies are devoted to it, and your SEM (define) agency also chimes in, especially if you have a seasonal business or your product/service mix is changing. Everyone says you must expand your keyword list. If you don't, you're missing opportunities the competition is profitably exploiting. Those advocating for keyword expansion may be right in recommending an expansion, or you may have already completed so many expansions over the years that very few keywords rally are missing from your campaign. Keyword expansion gets a lot of attention. If you find a new keyword and it can deliver significant incremental high-quality traffic to your site, your business will benefit for as long as it remains a profitable part of your overall campaign. There are right and wrong ways to add keywords to a campaign, however, because every keyword, new or old, must be tested to determine if it can become an important profit driver for your business. If it can, further testing helps determine how best to maximize the positive impact each keyword has on your business. In this two-part series, I'll cover the right and wrong ways to discover, test, and implement new keywords. My objective is to help you find the winners fastest while determining how to eliminate the losers. Keyword Discovery Keyword discovery has been covered before here and in other columns; however, there are some unconventional ways to generate keywords that can be added to your standard methods of using engine-supplied keyword research tools. Spider-based keyword extraction tools have been around for a while, for example, and can be used to generate keywords from your site. The less conventional use of these tools is to send the spider through your competitors' sites, one by one. Clearly the more accurate, usable list is the one your site generates. But depending on how closely your business matches that of your competitors, their lists may be useful. The quality of spider-generated lists is particularly high if the sites (yours or theirs) have good SEO (define). Remember to take trademark ownership into consideration when considering keyword use, and be sure to follow keyword use editorial guidelines. Note: There may be ethical, or even legal, ramifications in crawling another person's site. We have access to tools built with data licensed from comScore that provide insight into keywords actually used to find and visit competitive sites, as well as a client site. We find this data superior in many ways to spider-generated keyword lists. Although the keyword lists are smaller, they focus our efforts on keywords that are much more likely to matter (and be searched). This is particularly true in respect to phrases. Spider-based keyword-generation tools generally extract individual keywords, which don't take into account how people search. Any list you generate should be reevaluated in respect to stemming (plurals and other forms of the word), although many engines automatically expand searches to include stemmed versions of the keyword (in both organic/algorithmic results and paid listings). The closest match is generally considered most relevant, and the search engine only puts the exact match in boldface. Bolded keywords in titles and descriptions increase visibility and CTR (define), increasingly important in all engines. Keyword Implementation Regardless of where new keyword suggestions originated, those keywords must be rolled into your campaign in a structured, intelligent way. Otherwise, you do a ton of work without maximizing the opportunities inherent in the new keywords. After deciding a keyword or keyword phrase is worth testing, you must decide on campaign structure, a very different decision in each of the major engines. In Google, for example, you must decide whether to add the keyword to an existing campaign or AdGroup, or to start fresh. There are pros and cons to each choice. In part two, we'll continue discussing implementing and testing new search campaign keywords, including how to structure a campaign around the new words, how to select landing pages, and how high to set initial bid prices. I'll also cover how to deal with the data scarcity that occurs when a keyword has low click and impression volume (even if it has a high CTR). 12月26日 Aumenta el Coste por Palabra Clave en el marketing de buscadores
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