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	<title>Agence de marketing Web</title>
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	<link>http://www.ploggmedia.com</link>
	<description>Référencement naturel, commercial, médias sociaux, blogue et stratégie de contenu</description>
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		<title>Infographie: Le coût du marketing sur Facebook</title>
		<link>http://www.ploggmedia.com/blog/infographie-le-cout-du-marketing-sur-facebook/</link>
		<comments>http://www.ploggmedia.com/blog/infographie-le-cout-du-marketing-sur-facebook/#comments</comments>
		<pubDate>Thu, 02 Feb 2012 16:41:36 +0000</pubDate>
		<dc:creator>Christophe</dc:creator>
				<category><![CDATA[Blogue]]></category>
		<category><![CDATA[Blogue de l'équipe]]></category>
		<category><![CDATA[Médias sociaux]]></category>
		<category><![CDATA[Marketing interactif]]></category>
		<category><![CDATA[Publicité en ligne]]></category>

		<guid isPermaLink="false">http://www.ploggmedia.com/?p=4456</guid>
		<description><![CDATA[Avec bientôt un milliard d&#8217;utilisateurs cette année, et son entrée en bourse depuis peu, Facebook est devenu un canal de choix pour faire du marketing sur internet. Pourtant, les bonnes stratégies sont encore floues, et de nombreuses entreprises sont perdues dans leur gestion. Combien coûte l&#8217;acquisition d&#8217;un nouveau fan en moyenne? Combien coûte un &#171;&#160;J&#8217;aime&#160;&#187; [...]]]></description>
			<content:encoded><![CDATA[<p>Avec bientôt un milliard d&#8217;utilisateurs cette année, et son entrée en bourse depuis peu, Facebook est devenu un canal de choix pour faire du marketing sur internet.</p>
<p>Pourtant, les bonnes stratégies sont encore floues, et de nombreuses entreprises sont perdues dans leur gestion. Combien coûte l&#8217;acquisition d&#8217;un nouveau fan en moyenne? Combien coûte un &laquo;&nbsp;J&#8217;aime&nbsp;&raquo; ou encore une publicité sur le réseau?</p>
<p>Autant de question auxquelles répond cette très bonne infographie réalisée par <a href="http://www.flowtown.com/">Flowtown</a>.</p>
<p style="text-align: center;"><a href="http://www.ploggmedia.com/wp-content/uploads/2012/02/facebook-marketing-cout-infographie.png"><img class="aligncenter size-medium wp-image-4458" title="facebook-marketing-cout-infographie" src="http://www.ploggmedia.com/wp-content/uploads/2012/02/facebook-marketing-cout-infographie-108x300.png" alt="" width="108" height="300" /></a></p>
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		</item>
		<item>
		<title>Making sense of Google AdSense</title>
		<link>http://www.ploggmedia.com/blog/making-sense-of-google-adsense/</link>
		<comments>http://www.ploggmedia.com/blog/making-sense-of-google-adsense/#comments</comments>
		<pubDate>Mon, 23 Jan 2012 17:57:50 +0000</pubDate>
		<dc:creator>Peter</dc:creator>
				<category><![CDATA[AdWords]]></category>
		<category><![CDATA[Blogue]]></category>
		<category><![CDATA[Blogue de l'équipe]]></category>
		<category><![CDATA[Google Ads]]></category>
		<category><![CDATA[Marketing des moteurs de recheches]]></category>
		<category><![CDATA[Publicité en ligne]]></category>

		<guid isPermaLink="false">http://www.ploggmedia.com/?p=4443</guid>
		<description><![CDATA[Today we will be talking about Google’s AdSense program, what it is, who it’s for, and why someone would want to use it. Google’s AdSense program is a totally free program that allows online publishers to earn revenue, simple as that. By signing on to the AdSense program, publishers agree to display relevant ads on [...]]]></description>
			<content:encoded><![CDATA[<p>Today we will be talking about Google’s AdSense program, what it is, who it’s for, and why someone would want to use it.</p>
<p>Google’s AdSense program is a totally free program that allows online publishers to earn revenue, simple as that. By signing on to the AdSense program, publishers agree to display relevant ads on their websites and for every click generated on said website Google pays a certain amount to that publisher.</p>
<p>But where is the money coming from you ask? Well AdSense is simply a derivation of Google’s very popular AdWords programme, where advertisers pay a certain amount based on the number of times their ad is clicked or showed across Google’s properties or network. By singing on to AdSense you in fact become a member of that network, and so if you are responsible for generating a click then Google will pay you accordingly.</p>
<p>AdSense can be applied to a whole host of online content but three major uses for AdSense are: websites, site search results, and mobile webpages and apps. As always Google is concerned with providing its users with relevant content, so Google uses a system called contextual targeting to decide which ad is shown on which site. This is by no means a perfect system but just understand that an ad for horse grooming products will not (or should not) show up on your website for video games.</p>
<p>Since this is a completely free program it could theoretically be used by anybody publishing content on the web. But sometimes theory does not match up with practice. Anybody considering using the AdSense programme should do their research first, understanding your websites role on the web and knowing your target audience is very very important. Here are a few things to consider. Is your website an ecommerce site? If so, do you want users distracted by ads and possibly navigating away from your site before completing a purchase? Probably not, I would say AdSense is much better suited for blogs and informational type websites where a user’s value isn’t being measured by defined actions on said site.  A secondly look at you traffic, you don’t have to be a big boy to be rolling with AdSense but if you consider CTR rates of less than one percent then a site getting a hundred visitors a day probably won’t see any benefit using AdSense. And from a simply aesthetic point of view, ads can detract away from you websites design, so just make sure the risk is worth the reward.</p>
<p>And finally, risk. Is there a risk associated with AdSense? No. Well let me qualify that no, there is no risk with using Google’s genuine version of AdSense. There are imitators out there who brazenly use Google’s trademarks to make a quick buck, so just know this is a free service, if you are ever asked for one red cent then you know it’s a scam! Speaking of scams, there are some who believe AdSense itself is a scam. This is absolutely incorrect. But there are wrong and right ways to use AdSense so be sure to do your research, use common sense, and follow best practices.</p>
<p>Please enjoy!</p>
<p>&nbsp;</p>
<p>For more information on AdSense:</p>
<p><a href="http://en.wikipedia.org/wiki/AdSense">http://en.wikipedia.org/wiki/AdSense</a></p>
<p>For more information on AdSense scams:</p>
<p><a href="http://googleadsensescam.net/">http://googleadsensescam.net/</a></p>
<p>For more information on AdSense alternatives:      </p>
<p><a href="http://www.googleadsensescam.net/adsense-alternatives/">http://www.googleadsensescam.net/adsense-alternatives/</a>                 </p>
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		</item>
		<item>
		<title>Avant une page Facebook: la veille</title>
		<link>http://www.ploggmedia.com/blog/avant-meme-une-page-facebook-la-veille/</link>
		<comments>http://www.ploggmedia.com/blog/avant-meme-une-page-facebook-la-veille/#comments</comments>
		<pubDate>Wed, 04 Jan 2012 20:42:35 +0000</pubDate>
		<dc:creator>Christophe</dc:creator>
				<category><![CDATA[Blogue]]></category>
		<category><![CDATA[Blogue de l'équipe]]></category>
		<category><![CDATA[Médias sociaux]]></category>

		<guid isPermaLink="false">http://www.ploggmedia.com/?p=4434</guid>
		<description><![CDATA[Une première étape pour une entreprise qui s’intéresse aux médias sociaux peut être tout simplement la veille sur ces derniers. En dehors même de la création d’une page Facebook, Twitter ou encore LinkedIn, cette première approche peut permettre de mieux comprendre ces réseaux, leurs fonctionnements afin d’établir une stratégie de présence en ligne. Les entreprises [...]]]></description>
			<content:encoded><![CDATA[<p>Une première étape pour une entreprise qui s’intéresse aux médias sociaux peut être tout simplement la veille sur ces derniers. En dehors même de la création d’une page Facebook, Twitter ou encore LinkedIn, cette première approche peut permettre de mieux comprendre ces réseaux, leurs fonctionnements afin d’établir une stratégie de présence en ligne. Les entreprises ont toujours fait de la veille, qu’elle soit concurrentielle ou informationnelle, et il est intéressant dans le monde d’aujourd’hui d’exporter ces méthodes et outils sur internet.</p>
<p style="text-align: center;"><a href="http://www.ploggmedia.com/wp-content/uploads/2012/01/ssw_social.png"><img class="aligncenter size-full wp-image-4435" title="médias-sociaux" src="http://www.ploggmedia.com/wp-content/uploads/2012/01/ssw_social.png" alt="" width="224" height="182" /></a></p>
<p>En effet, aujourd’hui, il existe tout un écosystème sur internet. Une grande quantité d’informations y transite et une entreprise peut largement profiter de tout ce contenu pour enrichir sa gamme de produits ou en apprendre plus sur ses concurrents par le biais de leur site web par exemple.</p>
<p>Il ne faut pas oublier également les utilisateurs, acheteurs ou consommateurs qui s’expriment sur les médias sociaux et qui permettent bien souvent à l’entreprise d’avoir un retour sur ses produits. Enfin, les salariés. En surveillant leurs commentaires, leurs discussions, une entreprise peut rapidement prendre le pouls de son activité et cela peut l’aider à prendre certaines décisions.</p>
<p>La veille doit être une veille active, et non passive. Il faut se mêler aux conversations, lancer des sujets qui peuvent concerner la société et voir comment les interlocuteurs réagissent.</p>
<p>Certaines entreprises sont dans un contexte plus difficile avec cette veille sur les médias sociaux. Selon les secteurs, il existe souvent peu de concurrents directes mais faire de la veille peut permettre d’avoir une vision globale de son secteur d’activité, ne pas uniquement se focaliser sur les interlocuteurs classiques, directes, mais prendre en compte une population internationale.</p>
<p>Souvent, les entreprises ne souhaitent pas être présentes dans les médias sociaux pour ne pas faire face aux commentaires négatifs, aux gens mécontents. Ce sont en effet souvent eux qui sont les plus enclins à donner leur point de vue. Le dialogue est pourtant bien plus simple qu’on ne le pense. Il faut voir en cela un moyen de mener sa veille de l’intérieur, savoir ce qui va ou non, recueillir des avis pour faire évoluer les marques ou pour remplacer les produits d’une série qui présente des défauts.</p>
<p>Faire de la veille sur les réseaux sociaux, c’est utiliser un baromètre gratuit qui peut constituer un levier puissant pour l’amélioration de la société.</p>
]]></content:encoded>
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		</item>
		<item>
		<title>Merci Movember</title>
		<link>http://www.ploggmedia.com/blog/merci-movember/</link>
		<comments>http://www.ploggmedia.com/blog/merci-movember/#comments</comments>
		<pubDate>Wed, 07 Dec 2011 21:32:11 +0000</pubDate>
		<dc:creator>Peter</dc:creator>
				<category><![CDATA[Blogue]]></category>
		<category><![CDATA[Blogue de l'équipe]]></category>
		<category><![CDATA[Movember]]></category>

		<guid isPermaLink="false">http://www.ploggmedia.com/?p=4427</guid>
		<description><![CDATA[Et c&#8217;est fini&#8230; Ça fait une semaine maintenant que movember est terminée et nous voulions saluer l&#8217;effort de cet événement une dernière fois. Plogg média est fier des efforts de tous les participants. Cette année, les 853,673 participants ont amassé 108,420,789$! Il est important de surtout souligner les efforts des Canadiens qui ont ramassé presque [...]]]></description>
			<content:encoded><![CDATA[<p>Et c&#8217;est fini&#8230;</p>
<p>Ça fait une semaine maintenant que movember est terminée et nous voulions saluer l&#8217;effort de cet événement une dernière fois.<br /> Plogg média est fier des efforts de tous les participants. Cette année, les 853,673 participants ont amassé <br /> 108,420,789$! Il est important de surtout souligner les efforts des Canadiens qui ont ramassé presque 40 millions de dollars à eux seuls,<br />ce qui nous met en premier position, en avant de la Grande-Bretagne, l&#8217;Australie, et les États-Unis!</p>
<p><a href="http://www.ploggmedia.com/wp-content/uploads/2011/12/photo.jpg"><img class="aligncenter size-medium wp-image-4430" title="photo" src="http://www.ploggmedia.com/wp-content/uploads/2011/12/photo-300x224.jpg" alt="" width="300" height="224" /></a></p>
<p>Merci à tous!</p>
]]></content:encoded>
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		</item>
		<item>
		<title>Découvertes SEO #4 (EN)</title>
		<link>http://www.ploggmedia.com/blog/decouvertes-seo-4-en/</link>
		<comments>http://www.ploggmedia.com/blog/decouvertes-seo-4-en/#comments</comments>
		<pubDate>Wed, 07 Dec 2011 17:51:05 +0000</pubDate>
		<dc:creator>Peter</dc:creator>
				<category><![CDATA[Blogue]]></category>
		<category><![CDATA[Blogue de l'équipe]]></category>
		<category><![CDATA[Marketing des moteurs de recheches]]></category>
		<category><![CDATA[Référencement naturel]]></category>

		<guid isPermaLink="false">http://www.ploggmedia.com/?p=4422</guid>
		<description><![CDATA[Hello and welcome back for my final instalment dedicated to universal search. So we’ve looked at universal search as a whole and how Google offers video and news results to its users, so what’s next you ask? To complete our journey through universal search I will finish off by talking about how and why Google [...]]]></description>
			<content:encoded><![CDATA[<p>Hello and welcome back for my final instalment dedicated to universal search. So we’ve looked at universal search as a whole and how Google offers video and news results to its users, so what’s next you ask?</p>
<p>To complete our journey through universal search I will finish off by talking about how and why Google now offers up a healthy helping of user generated content as result to any given search query. But first a quick word about user generated content. User generated content is the foundation on which Web 2.0 is built. To make it very simple, if you use facebook or twitter, if you write comments and reviews, if you “like” and “share” your favourite stories/images/ or whatever you are now publishing/creating content on the web. It’s that simple!</p>
<p style="text-align: center;">To best explain how and why user generated content is presented in universal search results one has to look no further than web giant Wikipedia. Take a look at the screen capture below and in what position we find the Wikipedia result.</p>
<p><img class="aligncenter" 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" alt="" /></p>
<p>Surely you’ve been served a similar SERP many times over and maybe you’re like me where if I’m looking for some kind of factual based information Wikipedia is usually my number one stop. But how does Google know to include relevant Wikipedia results in answer to my search query? In actual fact Google is not endorsing the accuracy of Wikipedia’s information, if you didn’t already know it’s important to point out that the bulk of Wikipedia’s content is user generated and peer reviewed, so needless to say inaccuracies are abound. So clearly the accuracy of the content on Wikipedia is not what matters most to Google, what matters is that the online community as a whole trusts Wikipedia. But how does Google measure trust you ask? Well it’s actually pretty simple, Google measure trust by the number of references, links, and comments related to Wikipedia’s content (See Google Page Rank for further details). The how is very important so please do read further on the topic if you like but the ultimate goal of this blog is the why. As I hope you were able to surmise from the above is that Google doesn’t dictate what sites are best, we (users of the internet) do! Our participation among the varied web 2.0 platforms is probably among the greatest determining factors of what people find, or don’t find, when searching the web.</p>
<p>Final word, illicit and allow participation in and on your web properties. Google doesn’t want you to tell them that you have the greatest web site on the planet, they want the people to tell them so!</p>
<p>Thank you,</p>
<p>Enjoy!                          </p>
]]></content:encoded>
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		<item>
		<title>Indicateurs utilisables pour vos ROI dans les médias sociaux</title>
		<link>http://www.ploggmedia.com/blog/indicateurs-utilisables-pour-vos-roi-dans-les-medias-sociaux/</link>
		<comments>http://www.ploggmedia.com/blog/indicateurs-utilisables-pour-vos-roi-dans-les-medias-sociaux/#comments</comments>
		<pubDate>Tue, 06 Dec 2011 20:13:30 +0000</pubDate>
		<dc:creator>Christophe</dc:creator>
				<category><![CDATA[Blogue]]></category>
		<category><![CDATA[Blogue de l'équipe]]></category>
		<category><![CDATA[Médias sociaux]]></category>
		<category><![CDATA[Statistiques]]></category>
		<category><![CDATA[b to b]]></category>
		<category><![CDATA[b to c]]></category>
		<category><![CDATA[retour sur investissement]]></category>
		<category><![CDATA[roi]]></category>

		<guid isPermaLink="false">http://www.ploggmedia.com/?p=4415</guid>
		<description><![CDATA[Nous pouvons citer 4 principaux indicateurs à utiliser si vous souhaitez calculer plus facilement vos retours sur investissement lors de vos actions sur des réseaux sociaux. Ces indicateurs sont généralement utilisables pour tous les domaines, que cela soit en B to B (Business to Business) ou B to C (Business to Consumers). Le premier indicateur, [...]]]></description>
			<content:encoded><![CDATA[<p>Nous pouvons citer 4 principaux indicateurs à utiliser si vous souhaitez calculer plus facilement vos retours sur investissement lors de vos actions sur des réseaux sociaux. Ces indicateurs sont généralement utilisables pour tous les domaines, que cela soit en B to B (Business to Business) ou B to C (Business to Consumers).</p>
<p style="text-align: center;"><a href="http://www.ploggmedia.com/wp-content/uploads/2011/12/reseaux-sociaux2.jpg"><img class="size-full wp-image-4418" title="reseaux-sociaux" src="http://www.ploggmedia.com/wp-content/uploads/2011/12/reseaux-sociaux2.jpg" alt="" width="280" height="210" /></a></p>
<p>Le premier indicateur, qui est également valable pour des statistiques de sites web est <strong>l’audience</strong> de la société sur les médias sociaux. Elle englobe la totalité des connexions entre les internautes et la société. On peut y trouver par exemple les abonnés à l’infolettre de la société (ou le flux RSS selon la technologie employée), les followers (suiveurs) du profil Twitter, les fans pour Facebook ou encore les relations dans LinkedIn et les abonnées sur toutes les autres plateformes où l’entreprise pourrait être comme Viadeo, Ning&#8230; Cela permet d’avoir une vue globale sur le positionnement de la société, et de définir où suivre plus attentivement certains réseaux sociaux (et où l’on souhaite focaliser sa communication). L’audience est un des paramètres le plus facile à calculer car bien souvent les médias sociaux proposent des outils de statistiques intégrés pour les entreprises.</p>
<p>Un deuxième indicateur est sans nul doute<strong> l’engagement</strong>. On pourrait le définir comme la quantité de réponse, de réactions, à un message publié sur Facebook ou LinkedIn par exemple. Combien de personnes vont répondre à l’information, déposer un commentaire, faire suivre le message sur Twitter (re-­‐tweet) ou cliquer sur «j’aime» Ces réactions vont permettent de s’assurer que la société est bien suivie, que les gens y trouvent un intérêt par l’information, l’actualité qu’elle fournie. Cela permet de mieux comprendre comment les gens perçoivent le contenu qui est proposé, comment il souhaite le partager à leurs amis, connaissances ou ajouter ce contenu à leur blog. On peut ainsi percevoir la fidélité d’une clientèle ou son état d’esprit, ses préoccupations à un instant t.</p>
<p>On peut également parler de l’indicateur « <strong>sentiment</strong> » ou réputation de la société dans les médias sociaux. Ici, on va s’atteler à trouver un maximum de réactions concernant la société ou des articles/billets postés dans les médias sociaux par elle. On va chercher les avis des internautes, des clients, les à priori des prospects sur nos produits et services, qu’ils soient positifs, neutres ou négatifs. Les négatifs étant certainement les plus importants car ce sont souvent eux qui vont être propager le plus rapidement et le plus efficacement. C’est ici qu’il faut agir grâce à des community manager qui vont parler au nom de la société pour répondre aux gens mécontents. C’est pourquoi cet indicateur est celui qui demande le plus d’intervention humaine, afin de scanner les médias sociaux ou de répondre aux internautes.</p>
<p>Enfin, l’indicateur certainement le plus complexe à mesurer est le <strong>taux de conversion</strong>, ou lead en B to B (vente en B to C). Ici, on cherche à déterminer quelle sont les publications, évènements qui ont permis d’entrainer une réaction de notre audience et de la convertir en lead. Plusieurs études ont montré que les médias sociaux sont d’excellents moyens de rétention pour les nouveaux prospects ou clients. La mesure de ces leads (ou ventes) doivent faire partie des efforts marketing qui permettent de mieux comprendre et de saisir toute l’importance des médias sociaux contre d’autres canaux de communication (comme la télévision ou la presse).</p>
]]></content:encoded>
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		</item>
		<item>
		<title>Chrome dépasse Firefox!</title>
		<link>http://www.ploggmedia.com/blog/chrome-depasse-firefox/</link>
		<comments>http://www.ploggmedia.com/blog/chrome-depasse-firefox/#comments</comments>
		<pubDate>Mon, 05 Dec 2011 02:05:19 +0000</pubDate>
		<dc:creator>Christophe</dc:creator>
				<category><![CDATA[Blogue]]></category>
		<category><![CDATA[Blogue de l'équipe]]></category>
		<category><![CDATA[Statistiques]]></category>

		<guid isPermaLink="false">http://www.ploggmedia.com/?p=4406</guid>
		<description><![CDATA[Et oui, c&#8217;est chose faite! ! Chrome, le navigateur de Google, vient de dépasser Firefox en quantité de trafic généré sur le Web dans le monde.    En Europe, Chrome reste à la 3ème position, mais où en sera-t-il dans quelques mois? &#8230;. IE et Firefox sont peut-être en surcis face à l&#8217;énorme succès de [...]]]></description>
			<content:encoded><![CDATA[<p>Et oui, c&#8217;est chose faite! ! Chrome, le navigateur de Google, vient de dépasser Firefox en quantité de trafic généré sur le Web dans le monde. <a style="text-align: center;" href="http://www.ploggmedia.com/wp-content/uploads/2011/12/statistique-chrome-firefox.jpg"><img class="size-full wp-image-4407 aligncenter" title="statistique-chrome-firefox" src="http://www.ploggmedia.com/wp-content/uploads/2011/12/statistique-chrome-firefox.jpg" alt="" width="560" height="327" /></a></p>
<p style="text-align: center;"> </p>
<p>En Europe, Chrome reste à la 3ème position, mais où en sera-t-il dans quelques mois? &#8230;. IE et Firefox sont peut-être en surcis face à l&#8217;énorme succès de Chrome.</p>
<p style="text-align: center;"><a href="http://www.ploggmedia.com/wp-content/uploads/2011/12/statistique-chrome-firefox-europe.jpg"><img class="size-full wp-image-4409" title="statistique-chrome-firefox-europe" src="http://www.ploggmedia.com/wp-content/uploads/2011/12/statistique-chrome-firefox-europe.jpg" alt="" width="560" height="327" /></a></p>
]]></content:encoded>
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		<item>
		<title>Une nouvelle barre pour le menu de Google</title>
		<link>http://www.ploggmedia.com/blog/une-nouvelle-barre-pour-le-menu-de-google/</link>
		<comments>http://www.ploggmedia.com/blog/une-nouvelle-barre-pour-le-menu-de-google/#comments</comments>
		<pubDate>Wed, 30 Nov 2011 14:43:16 +0000</pubDate>
		<dc:creator>Christophe</dc:creator>
				<category><![CDATA[Blogue]]></category>
		<category><![CDATA[Blogue de l'équipe]]></category>
		<category><![CDATA[Marketing des moteurs de recheches]]></category>
		<category><![CDATA[Marketing interactif]]></category>
		<category><![CDATA[google]]></category>
		<category><![CDATA[google plus]]></category>
		<category><![CDATA[marketing moteur]]></category>
		<category><![CDATA[nouvelle barre]]></category>

		<guid isPermaLink="false">http://www.ploggmedia.com/?p=4400</guid>
		<description><![CDATA[Google continue la remise au goût du jour des visuels de ses différents services en changeant de façon radicale la barre d&#8217;outils noire en haut de l&#8217;écran. Après avoir intégré un nouveau look très Google + à ses services en ligne, Google vient d&#8217;annoncer la mise en place de sa nouvelle barre d&#8217;outils, transformant le [...]]]></description>
			<content:encoded><![CDATA[<p>Google continue la remise au goût du jour des visuels de ses différents services en changeant de façon radicale la barre d&#8217;outils noire en haut de l&#8217;écran.</p>
<p>Après avoir intégré un nouveau look très Google + à ses services en ligne, Google vient d&#8217;annoncer la mise en place de sa nouvelle barre d&#8217;outils, transformant le classique menu horizontal en un menu vertical. Ce changement fait suite à un autre changement il y a peu de temps pour le menu noir.</p>
<p>Cette nouvelle barre va proposer de nouveaux outils comme un moteur de recherche, des liens vers les différents services de la firme de Mountain View ainsi que une visibilité plus accrue de Google +.</p>
<p style="text-align: center;"><a href="http://www.ploggmedia.com/wp-content/uploads/2011/11/Une-nouvelle-barre-de-menus-pour-Google-Abondance.png"><img class="aligncenter size-full wp-image-4401" title="Une nouvelle barre de menus pour Google - Abondance" src="http://www.ploggmedia.com/wp-content/uploads/2011/11/Une-nouvelle-barre-de-menus-pour-Google-Abondance.png" alt="" width="627" height="57" /></a></p>
<p>La mise à jour devrait se faire dans les différents pays au fur et à mesure des semaines&#8230; votre avis sur ce changement radical?</p>
<p>Voici également une vidéo qui présente cette nouvelle barre d&#8217;outils :</p>
<p style="text-align: center;"><iframe src="http://www.youtube.com/embed/vSIMpFfNLEA" frameborder="0" width="450" height="480"></iframe></p>
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		<title>Sécurité : Windows et Unix, une question d&#8217;architecture et de philosophie !</title>
		<link>http://www.ploggmedia.com/blog/securite-windows-et-unix-une-question-darchitecture-et-de-philosophie/</link>
		<comments>http://www.ploggmedia.com/blog/securite-windows-et-unix-une-question-darchitecture-et-de-philosophie/#comments</comments>
		<pubDate>Wed, 30 Nov 2011 07:16:25 +0000</pubDate>
		<dc:creator>simon</dc:creator>
				<category><![CDATA[Sécurité informatique]]></category>

		<guid isPermaLink="false">http://www.ploggmedia.com/?p=4388</guid>
		<description><![CDATA[Windows à beaucoup de failles (Wow, quelle surprise !) Ces failles sont principalement du à leur philosophie qui tente de simplifier au maximum la vie des utilisateurs ce qui a, malheureusement, pour effet de rendre ces derniers vulnérables aux attaques. Malgré cela, Windows est, selon w3School, le système d&#8217;exploitation utilisé par plus de 80% des [...]]]></description>
			<content:encoded><![CDATA[<p>Windows à beaucoup de failles (Wow, quelle surprise !) Ces failles sont principalement du à leur philosophie qui tente de simplifier au maximum la vie des utilisateurs ce qui a, malheureusement, pour effet de rendre ces derniers vulnérables aux attaques.</p>
<p>Malgré cela, Windows est, selon w3School, le système d&#8217;exploitation utilisé par plus de 80% des utilisateurs. Pourquoi ? La réponse la plus courante est : &laquo;&nbsp;Je connais déjà ce système et il est simple à utiliser&nbsp;&raquo; ou encore &laquo;&nbsp;C&#8217;est ce que j&#8217;utilise au travail alors pourquoi me casser la tête à comprendre d&#8217;autres systèmes &laquo;&nbsp;</p>
<p>&nbsp;</p>
<p style="text-align: center;"><a href="http://www.ploggmedia.com/wp-content/uploads/2011/11/graph-1.jpg"><img class="size-full wp-image-4394 aligncenter" title="graph (1)" src="http://www.ploggmedia.com/wp-content/uploads/2011/11/graph-1.jpg" alt="" width="500" height="363" /></a></p>
<p style="text-align: left;">Source: Statistique d&#8217;utilisation d&#8217;un système d&#8217;exploitation http://www.w3schools.com/browsers/browsers_os.asp</p>
<p>La majorité des utilisateurs ne sont pas conscients de la vulnérabilité de leur système jusqu&#8217;au moment où ils se font prendre. Selon moi, un utilisateur ne devrait pas avoir besoin d&#8217;une connaissance poussée pour utiliser un système de manière sécuritaire. Si le système s&#8217;adresse au grand public, il se doit d&#8217;être simple ET sécuritaire.</p>
<p>Donc, Morale de l&#8217;histoire, avec un grand M, quelle est la bonne balance entre la sécurité acceptable qu&#8217;un système doit offrir versus sa simplicité. Selon moi, la sécurité ne devrait être en aucun cas affectée pour des raisons de simplicité d&#8217;utilisation. Si tel est le cas, un analyste a manqué son coup à quelque part.</p>
<p>&nbsp;</p>
<p style="text-align: right;"><a href="http://www.ploggmedia.com/wp-content/uploads/2011/11/Linux-Versus-Windows-Platform.jpg"><img class="size-medium wp-image-4392 alignnone" style="border-style: initial; border-color: initial;" title="Linux-Versus-Windows-Platform" src="http://www.ploggmedia.com/wp-content/uploads/2011/11/Linux-Versus-Windows-Platform-300x200.jpg" alt="" width="150" height="100" /></a></p>
<p>http://www.techrepublic.com/blog/security/unix-vs-microsoft-windows-how-system-designs-reflect-security-philosophy/4627</p>
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		<title>Choisir et placer vos mots clés pour être bien visible sur Google</title>
		<link>http://www.ploggmedia.com/blog/choisir-et-placer-vos-mots-cles-pour-etre-bien-visible-sur-google/</link>
		<comments>http://www.ploggmedia.com/blog/choisir-et-placer-vos-mots-cles-pour-etre-bien-visible-sur-google/#comments</comments>
		<pubDate>Sun, 27 Nov 2011 21:56:56 +0000</pubDate>
		<dc:creator>Philippe Marchesseault</dc:creator>
				<category><![CDATA[Blogue de l'équipe]]></category>
		<category><![CDATA[Optimisation de site web]]></category>
		<category><![CDATA[keywords]]></category>
		<category><![CDATA[mots clés primaires]]></category>
		<category><![CDATA[mots clés secondaires]]></category>
		<category><![CDATA[mots clés tertiaires]]></category>
		<category><![CDATA[SEO]]></category>

		<guid isPermaLink="false">http://www.ploggmedia.com/blog/choisir-et-placer-vos-mots-cles-pour-etre-bien-visible-sur-google/</guid>
		<description><![CDATA[Rechercher des mots clés qui sont réellement utilisés par les utilisateurs dans le moteur de recherche Google. Wordtracker Google Keywords Retenez des mots clés primaires et secondaires Primaire (1) : Il représente ce dont vous parlez. N&#8217;oubliez pas que c&#8217;est le premier mot du titre qui apparaîtra partout dans les résultats de recherche. Secondaire (1) : Deuxième [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://seoyourblog.com/wp-content/uploads/2010/01/keywords.jpg"><img title="Mots clés et SEO" src="http://seoyourblog.com/wp-content/uploads/2010/01/keywords.jpg" alt="Mots clés pour se positionner sur Google" width="450" height="296" /></a></p>
<h2>Rechercher des mots clés qui sont réellement utilisés par les utilisateurs dans le moteur de recherche Google.</h2>
<ul>
<li><a href="http://www.wordtracker.coim">Wordtracker</a></li>
<li><a href="https://adwords.google.com/o/Targeting/Explorer?__u=9923942030&amp;__c=9468573050&amp;ideaRequestType=KEYWORD_IDEAS">Google Keywords</a></li>
</ul>
<h2>Retenez des mots clés primaires et secondaires</h2>
<ul>
<li><strong>Primaire (1)</strong> : Il représente ce dont vous parlez. N&#8217;oubliez pas que c&#8217;est le premier mot du titre qui apparaîtra partout dans les résultats de recherche.</li>
<li><strong>Secondaire (1)</strong> : Deuxième mot clé le plus important qui suivra le mot clé primaire. Le deuxième meilleur mot.</li>
<li><strong>Tertiaires (+-10)</strong> :</li>
</ul>
<p>Exemple</p>
<ol>
<li><strong>Primaire</strong> :</li>
</ol>
<ul style="margin-left: 72pt;">
<li>Appartement à louer</li>
</ul>
<ol>
<li><strong>Secondaire</strong> :</li>
</ol>
<ul style="margin-left: 72pt;">
<li>Logement à louer</li>
</ul>
<ol>
<li><strong>Tertiaires</strong> :</li>
</ol>
<ul style="margin-left: 72pt;">
<li>Appart à louer</li>
<li>Maison à louer</li>
<li>Trouver un appart</li>
<li>Appart étudiant</li>
</ul>
<h2>Placez ces mots aux bons endroits</h2>
<ul>
<li><strong>Primaire</strong> : premier mot dans le meta title, le titre &lt;h1&gt; et dans les paragraphes.</li>
<li><strong>Secondaire</strong> : Placer le mot dans le meta title, titre &lt;h1&gt;, &lt;H2&gt; ,etc.</li>
<li><strong>Tertiaire</strong> : Placer ces mots dans les contenus de la page, mettez ces mots en gras.</li>
</ul>
<h2>Bien définir le Meta &lt;title&gt;</h2>
<ul>
<li>&lt;title&gt;Mot clé primaire | Mot clé secondaire | mots clés tertiaires</li>
<li>Maximum de 60 caractères, 8-10 mots clés</li>
<li>
<div>N&#8217;oubliez pas que c&#8217;est ce que l&#8217;utilisateur verra s&#8217;afficher dans les résultats de Google. Il faut des <strong>mots clés,</strong> mais être attirants.</div>
</li>
</ul>
<h2>Bien définir le Meta description &lt;description&gt;</h2>
<ul>
<li>Placer le mot clé primaire avant tout, ensuite le mot clé secondaire et vos <strong>mots clés tertiaires</strong>. Terminer votre description par un <strong>appel à l&#8217;action</strong>.</li>
<li>Exemple : Découvrez des appartements à louer, logements à louer à Sherbrooke. Trouver un appart étudiant, une maison à louer rapidement. Cliquez pour trouver maintenant.</li>
<li>Utiliser entre 30 et 50 mots clés, au plus 160 caractères et un « call to action » à la fin.</li>
</ul>
<p>&nbsp;</p>
<p>I<strong>MPORTANT : Ce n&#8217;est pas tout ce qu&#8217;il faut appliquer pour être bien positionné dans les résultats de Google, mais ce sont les petits changements réfléchis qui font une grande différence.<br /> </strong></p>
<p>&nbsp;</p>
<p><strong>Bon succès! Bon travail!</strong></p>
<p>&nbsp;</p>
<p><strong>Références  :</strong><br /><a href="http://www.seomaterial.com/seo_articles/keyword_density.html">http://www.seomaterial.com/seo_articles/keyword_density.html<br /></a><a href="http://www.dailybloggr.com/2007/07/primary-and-secondary-keywords-importance/">http://www.dailybloggr.com/2007/07/primary-and-secondary-keywords-importance/</a></p>
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