1. Identify irrelevant keywords which can be added as negatives
2. Identify new keyword opportunities for keyword expansion

The difficulty, however, is efficiently and reliably pulling out trends and insights from a raw search query report. According to Google, 25% of searches made each day are completely unique, and 70% of searches lie outside of Google’s Keyword Tool. While this suggests that the large majority of your search queries will have received only a handful of clicks (making trend-spotting extremely difficult), it also presents a great opportunity for identifying new keywords outside of the Keyword Tool.

This article will explore the techniques which can be used not only to identify negative keywords from a search query report, but also identify new opportunities for practical keyword expansion.

Not Enough Data

The main problem with a raw Google search query report is the sheer variety of searches. Each search query has minimal data, making it difficult to spot trends and insights. Suppose we had the following search queries amongst the mass of other search queries in your report:

• holiday paris for winter 2011
• holiday in winter 2011 to paris
• paris winter 2011 package holiday

It is hard spot the opportunity ‘winter 2011′ amongst the noise of the search query report. It is hard to see the wood through the trees.

Something more is needed.

Search Query Aggregation

If instead, search queries were pulled apart into their individual words, and click data was then aggregated based on these individual words, we would be able to make more sense of search query reports. For example, suppose we could now identify the following search query themes:

• holiday
• paris
• winter
• 2011
• package

We can now see that ‘winter’ and ’2011′ are popular themes within our search query report. And by aggregating click and conversion data for these search query themes, we can quickly and easily identify the types of themes which are converting well, and those which are converting poorly.

Similarly, if the word ‘free’ was hidden amongst multiple search queries, it would have been difficult to realise that the word ‘free’ was a drain on your AdWords budget. But being able to look at the aggregate click cost and conversion data for all searches containing the word ‘free’, you could quickly and easily determine whether ‘free’ should be added as a negative keyword.

If you’re willing to hand over your search query data, Query Miner has developed a tool which allows you to see the words which are converting poorly, and should be added as negative keywords.

But search query analysis shouldn’t stop at identifying negative keywords.

Oh no.

The real power of search query is in identifying new keyword opportunities – the 70% of searches outside of Google’s Keyword Tool. Although looking at one-word phrases can be useful for identifying negative keywords, doing so would ignore other words in the user’s search query which may be crucial to determine the searcher’s intent.

For example, suppose you identified the following themes within your search query report:

Aggregating your click, cost, and conversion data for each of these themes would suggest that the words ‘cheap’, ‘discount’ and ‘weather’ are prime candidates for negative keywords, due to their poor conversion rates.

Similarly, such analysis might show that keywords containing the words ‘kids’ or ‘children’ are converting extremely well, and suggest that keywords containing the words ‘kids’ or ‘children’ should be expanded or have their bids increased.

But while this insight may be interesting, it is of little use in helping you expand your list of keywords. Just because searches which contained ‘kids’ or ‘children’ performed well for your existing keywords, does not mean they would perform well if you added new keyword variations of ‘kids’ and ‘children’.

Something more is needed.

Multiple Word Search Query Aggregation

Suppose that instead of analysing performance for each 1-word theme, you analysed performance for search queries containing 2-word phrases:

Looking at longer phrases, you are now able can now better understand the searcher intent. You can now see that the performance of search queries containing ‘kids’ and ‘children’ is not universal among different searches, but instead depends on other words they are next to. When someone searches for ‘with kids’ or ‘with children’, conversion rate is extremely poor, but when someone searches for ‘without kids’ or ‘without children’, conversion rate is very high.

Similarly, with 1-word analysis, you may have jumped to the conclusion that the word ‘cheap’ is a poor-performer, and should therefore be added as a negative keyword. But by observing 2-word phrases which contain ‘cheap’, you can immediately see that not all ‘cheap’ search queries are poor-performers. Searches which contain the phrases ‘cheap vacation’ or ‘cheap holiday’ have in fact performed extremely well; it is only the search queries which contain the phrase ‘cheap flights’ which have converted poorly.

That’s all very interesting…

But while 2-word theme analysis might help you make more reliable observations about your search query themes, especially for negative keywords, it still is rather impractical for identifying tangible new keyword opportunities which can be added to your campaigns. Knowing that searches which contained the phrase ‘cheap vacation’ performed well, does not mean that adding the keyword ‘cheap vacation’ would deliver equally promising results. If you specialised in Paris holidays, you would get all sort of non-Paris visitors. You are once again ignoring the other crucial words in the search query which are essential for identifying the searcher’s intent.

Even carrying out a 3-word or 4-word search query theme analysis, you would no doubt uncover useless phrases such as ‘cheap holiday deals to’, ‘cost package for october’, and ‘in paris april 2012′, which would not be sensible to add as new keywords:

We need a way of highlighting new keyword opportunities which can quickly and efficiently be added to the account.

Something more is needed.

Filters

We need filters. Once we have identified our promising 2-word, 3-word, and 4-word phrases from our search query report, we need to filter them to ensure they contain essential qualifying words.

Exactly what words you will use as qualifiers will obviously depend on the specifics of your individual campaigns, but here I have filtered to only show phrases which contains the words ‘paris’ and ‘holiday’:

I now have a list of sensible 4-word themes which I can add to my campaign as new phrase match keywords. And since each of these new keyword suggestions contain the words ‘paris’ and ‘holiday’, I can be confident that these keywords would deliver highly-targeted traffic.

Conclusion

There is a huge amount of data available to PPC advertisers via the search query report. Although we are seeing tools which help advertisers mine their search query reports for negative keywords, the real gold is in identifying new opportunities for keyword expansion. Being able to do so efficiently and reliably is surely the Holy Grail of search query analysis, and can be the difference between a mediocre and successful PPC campaign.

What techniques do you use to mine search query reports for new keyword opportunities? How do you ensure new keywords are qualified and relevant? Share your comments and experiences below.

Alan Mitchell is an experienced Google AdWords manager helping businesses in Australia increase their return on investment from PPC marketing. To find out how search query keyword expansion can benefit your business, get in touch today for a free consultation.

PPC advertisers have abided by this relevant approach since the dawn of PPC, knowing that to maximize PPC profitability, ads should be shown for highly-relevant keywords, and not for irrelevant keywords. If you are a synthetic grass manufacturer, for example, you should only show ads for highly-relevant searches such as ‘artificial grass’ and ‘synthetic grass suppliers’, but not for less relevant searches such as ‘real grass’ or ‘buy grass seed online’. Showing ads for these less relevant keywords would achieve a low conversion rate and yield a poor profit.

Or so the theory goes.

But maybe there is a way to still achieve great results from these less relevant keywords? Maybe there is a way to reach a greater number of potential customers, while still achieving a strong profitability?

There is. But it involves a different way of thinking. It involves a different approach to simply bidding on a range of keywords, showing your best performing ads, and waiting for the sales to come flooding in.

Capturing less relevant search traffic and achieving a good return on investment involves 3 crucial steps – separation, qualification, and persuasion.

1) Separation

“Keywords of differing levels of qualification should be separated into their own campaigns”

Start with your most relevant and highly-qualified keywords. These are your cream of the crop keywords in terms of relevancy. If you are selling luxury apartments in New York, for example, keywords in this highly relevant campaign may include a descriptive qualifier (e.g. ‘luxury’ or ‘exclusive’), a property qualifier (e.g. ‘apartments’ or ‘real estate’), a purchase qualifier (e.g. ‘for sale’ or ‘buy’), and a location qualifier (e.g. ‘New York’). People searching for ‘luxury apartment for sale in New York’ would be an extremely high quality of visitor, so these keywords must be kept separate in their own campaign.

In your next campaign, create keywords which are slightly less relevant. Keywords in this campaign might contain a descriptive qualifier (e.g. ‘luxury’ or ‘exclusive’), a property qualifier (e.g. ‘apartments’ or ‘real estate’), and a location qualifier (e.g. ‘New York’), but not a purchase qualifier (e.g. ‘for sale’ or ‘buy’). Keywords such as ‘world class property NYC’ is still relevant, but since it does not contain the words ‘for sale’ or ‘buy’, they need to be kept separate so they can optimized separately.

Next, create a campaign for keywords which do not contain a descriptive qualifier (e.g. ‘luxury’ or ‘exclusive’) not a purchase qualifier (e.g. ‘for sale’ or ‘buy’). Keywords such as ‘New York property for sale’ or ‘buy an apartment NY’ are still somewhat relevant, but since they don’t contain any descriptive or purchase qualifier, they need to be kept separate.

Then create yet another campaign for keywords with a descriptive qualifier (e.g. ‘luxury’ or ‘exclusive’) and a purchase qualifier (e.g. ‘for sale’ or buy’), but without a location qualifier (e.g. ‘New York’). This campaign will include keywords such as ‘exclusive apartments to buy’ or ‘prestigious real estate for sale’), which although are somewhat relevant, do not contain any mention of location so need to be kept separate. To increase the relevancy of keywords in this campaign, you might want to geo-target the campaign to a particular geographic area (e.g. searchers located in New York).

Keep creating campaigns, each with keywords of slightly less relevancy, until you start getting very generic and ambiguous keywords such as ‘New York apartments’. By now you should have a few different campaigns, each identifiable by the amount of qualification their keywords contain. Your campaigns may look something like the following:

• DESCRIPTIVE | PROPERTY | PURCHASE | LOCATION
• DESCRIPTIVE | PROPERTY | PURCHASE
• DESCRIPTIVE | PROPERTY | LOCATION
• PROPERTY | PURCHASE | LOCATION
• DESCRIPTIVE | PROPERTY
• PROPERTY | PURCHASE
• PROPERTY | LOCATION

As you move from one campaign to the next, keywords in your campaigns become less qualified and more ambiguous.

Now comes the exciting part – qualifying your ads.

2) Qualification

“Ad messages should be qualified to cater for different types of searchers”

While showing your best performing ads might work for your highly relevant keywords, using the same ads for less relevant keywords will have very different results. Using the same ‘tried and tested’ ads for less relevant keywords is a major reason why many PPC advertisers complain about the poor profitability of less relevant keywords. It’s not the keywords which are to blame; it’s the poorly qualified ads.

To achieve a strong return on investment from less relevant and more ambiguous keywords, such as ‘apartments in New York’, you need to qualify your ads. The less relevant your keyword, the more qualification is needed in your ads. When a user searches for something generic and ambiguous like ‘apartments in New York’, you are not able to tell whether she is looking to buy or rent an apartment in New York, nor are you able to determine the type of apartment they are seeking (whether it’s luxury, spacious, cheap etc). You therefore need to qualify your ad messages, providing clarity on the crucial missing information your searcher failed to include.

For your keywords which do not include a purchase qualifier (e.g. ‘buy’ or ‘for sale’), make it clear you are selling apartments (rather than renting apartments) by including words such as ‘buy’, ‘for sale’, ‘now selling’, or ‘from $3.5m’. When a searcher sees a price or a purchase qualifier in your ad, they will immediately know you are selling apartments (rather than renting apartments), which will reduce the number of rental seekers clicking on your ads.

Similarly, for your keywords which do not include a location qualifier, make your location extremely clear in your ad messages to minimize wasted clicks from people searching for properties in irrelevant locations. And for your keywords which do not contain a descriptive qualifier (e.g. ‘luxury’ or ‘world class’), ensure the searcher understands you are selling high-end property by using words such as ‘luxury’, ‘world class’, and ‘from $3.5m’ in your ads. This will help to filter out first time buyers or property seekers looking for low cost properties.

Qualifying your ads need not be a difficult task. One of the main reasons why you separated your keywords into different campaigns in step 1 is to make ad qualification all the more easier. By keeping keywords of differing levels of qualification spate, you should be able to quickly and easily create ad messages with the appropriate amount of message qualification.

Next comes the interesting part that is crucial to achieve profitability from less relevant keywords – persuasion.

3) Persuasion

“Ad messages should make it clear you are not offering the product or service the user has searched for, but provide clear messages as to why they should consider you as a substitute”

If you are an artificial grass manufacturer, for example, and you wanted to show ads for ‘real grass’ or ‘buy grass seed online’, you need to persuade searchers why they should change their mind and consider purchasing artificial grass instead. Messages such as ‘Grass that never needs watering’ or ‘Find out why you should go artificial’ might do the trick.

Similarly, if you’re a 4* hotel in Manhattan, New York, and want to reach people searching for hotels in the close by Midtown, New York, don’t just bid on the keyword ’4 star hotels midtown’ and show a generic Manhattan ad. Don’t just include the word ‘Midtown’ in your ads either, as that would mislead potential customers, and result in wasted clicks and few conversions. Mention the word ‘Midtown’ in your ad, but instead point out how far your hotel is away from Midtown. An ad such as the following would do nicely.

You’ve made it clear your hotel is not in Midtown, but clearly suggested why they should consider you anyway. You will filter out those people who must stay in Midtown, but encourage people who are flexible to consider your hotel. And since you’ve pre-qualified your ad messages, you’ve set their expectations at the right level which will help to deliver a strong conversion rate.

Relevancy Is Still King

While separation, qualification and persuasion can help to deliver strong profitability from slightly less relevant keywords, relevancy is still essential for paid search success. There is little point bidding on the keywords ‘apartment decorating’ or ‘the apartment film review’ to sell New York apartments, so keywords must still be somewhat relevant to your offering.

That said, if it’s approached intelligently, the three-pronged attack of separation, qualification, and persuasion should enable you to target less relevant keywords and still achieve a good return on investment. Separation allows you to keep your different keywords separate, qualification helps you reduce wasteful clicks, and persuasion helps you increase your conversion rate. Use all three strategies together, and they can be extremely powerful at increasing conversion volume within your cost budgets.

Are you a fan of the mid-tail? Have you found it possible to achieve a good return from slightly less relevant keywords? Share your thoughts and comments below.

Alan Mitchell is an experienced Google AdWords consultant helping businesses in Australia increase their return on investment from PPC marketing. For more information on how a strategic approach to PPC can benefit your business, get in touch today for a free consultation.

Why? Because paid search relevancy can pay massive dividends. Not only is a highly relevant pay per click (PPC) campaign more likely to receive a higher click-through rate (CTR), higher Quality Score, higher ad rankings, lower costs per click (CPC) and benefit from less wasted spend, but users will more qualified so bounce rates are likely to fall (the number of people who immediately ‘bounce’ back), conversion rates increase and return on investment (ROI) will ultimately improve. So a highly relevant paid search campaign is definitely a good thing.

To achieve PPC relevancy, keywords, ads and landing pages need to work together in tandem. Messages in ads need to match users’ search queries, landing pages need to match messages in ads and landing pages need to relate to users’ original searches. (For a more detailed explanation of how each component interlinks, you might like to consult Acquisio’s great article on AdWords relevancy and Quality Score).

Closely matching ads and landing pages to keywords to encourage only targeted and qualified users to visit your site is a simple theory, and one that’s been around since the dawn of Google AdWords.

So nothing new then – does that mean relevancy is no longer relevant?

Well, not exactly, for two reasons…

Impossible to achieve

Firstly, relevancy can never be achieved in its perfect form. There will always be ways a PPC advertiser can improve his keyword selection, negative keyword list, match type strategy, ad copy matching and landing page selection to give the user a more engaging and personalised experience. Just like there will never be a 10.0 film on IMDB, there will never be a perfectly relevant PPC campaign. One can only strive towards perfection – towards the Holy Grail of relevancy.

Higher expectations

Secondly, the bar of relevancy is constantly being raised. As search engine continually improve their algorithms to provide users with more relevant organic search results, so paid search ads will have to improve to keep up with the growing expectations of searchers. Ads which might have been considered ‘quite relevant’ last year may be considered ‘not so relevant’ now. Ads which sufficiently answer the questions of searchers today may not do so next year when people start to demand a more personalized and tailored service.

So not only is the Holy Grail of relevancy (a perfectly relevant campaign) impossible to achieve, but it is getting more and more impossible to achieve as we speak.

But all is not lost. No-one expects perfection, after all. Just being better than the competition can reap massive benefits for advertisers. And as I’m about to point out, getting better than the competition doesn’t need to be difficult. There are opportunities everywhere.

Opportunities

Say you’re interested in visiting Sydney and want somewhere to stay. Load up Google, search for ‘Sydney hotels’ and look at the paid search results.

Of the 10 PPC ads, 9 mention the words ‘Sydney’ and ‘hotels’. Most of the ads are calling out to the user, “I have hotels in Sydney! Come to Me!” Most of the ads are relevant to your search.

But let’s say you know a little bit more about your Sydney hotel requirements. After all, you can’t be bothered clicking through each of the hundreds of paid search results (or the 22,900,000 organic results for that matter). Come to think of it, you are interested in going to Sydney next weekend, you your refine your search query.

Search for ‘weekend breaks in Sydney’ and look at the paid search results. Although most ads mention ‘Sydney’, not a single advertiser includes the words ‘weekend’ or ‘break’ in their ads. No-one is shouting out to the user, “Yes! I have weekend breaks in Sydney! Come to me!” Every ad appear to be a generic ‘Sydney Hotel’ ad that may or may not be relevant to your weekend requirements.

Suppose, instead, when searching for ‘weekend breaks in Sydney’, you saw one of the following ads:

Suppose they took you through to a special ‘weekend break’ page, specifically designed for people looking to stay at the hotel over the weekend. Along with suggestions of local Sydney sights, activities and restaurants that could easily be fitted in over a weekend were reviews from people staying at the hotel on Friday and Saturday nights.

Would you be more likely to consider this hotel in your plans? I know I might.

More opportunities

Okay, only 36 people searched for ‘weekend breaks in Sydney’ in June. But these were 36 people who knew what they were looking for and were delivered poor, generic, one-message-fits-all ads.

‘Weekend breaks in Sydney’ is just one example. Imagine all the hundreds of similar qualified searches people could make to find your products or services. 880 people searched for ‘Sydney CBD hotels’ in June, but most advertisers fail to mention ‘CBD’ or even their location in their ads. ‘Sydney hotels the rocks’ had 390 searches, but only one advertiser mentions the phrase ‘The Rocks’ in their ads. 73 people searched for ‘3 star hotels in Sydney’ but only a handful of advertisers mention ’3 star’ or ‘3*’ in their ads. These are people who know what they want are willing to part with their cash if they can find it.

It doesn’t take long to find hundreds of other examples of keywords that have significant search volume and are being poorly served. There are opportunities everywhere.

What’s more, as demand for better search results grows, people will start making more of these 3, 4, 5 and 6-word searches and expect better, relevant, more personalised results. The winners will be the advertisers who cater for them. The losers will be the ones who don’t.

So how do I go about improving the relevancy of my AdWords campaign?

Patience

I’m not going to pretend there is a quick overnight fix (because there isn’t). A highly relevant AdWords campaign takes patience, commitment and dedication.

Nor are there techniques that work for everyone. The whole purpose of this blog is to share with you the PPC techniques I have found to work in my experience, although I recognise they will be far from the be-all-and-end-all of paid search management so I welcome your ideas and comments. Paid search is an ongoing battle to become better and better, and it isn’t going to stop any time soon.

But to keep things nice and simple, here’s a quick 5 minute run-down of the essentials of creating a highly relevant PPC campaign:

Keyword Research

Research keywords that people are searching for. There are free tools out there, such as Google’s keyword tool, so use them. Build up a comprehensive keyword list. Not just with generic, high-volume keywords, such as ‘cheap Sydney hotels’, but also with long-tail keywords such as ‘cheap hotels in Sydney CBD’ and ‘cheap hotels Sydney Darling Harbour’. Long-tails can collectively be of significant volume and provide a great opportunity for tailored ads.

Then research negative keywords, lots of them. Why waste money on clicks you know are completely irrelevant? Use the keyword tool to identify keywords that might broad match to ‘cheap Sydney hotels’. Go through each result, making a note of anything you think is irrelevant. Is your Sydney hotel miles away from Sydney Airport? If so, add ‘airport’ as a negative keyword. Keep brainstorming negatives until you have at least a hundred.

Ad Group Structure

Once you have done your initial research, group your keywords into small, closely themed ad groups of generally no more than 20-30 keywords each. Write ad descriptions that are relevant to the ad group’s keywords and include the ad group’s keywords in your ads where possible. If you think you could write a more relevant ad for a keyword if the keyword was in its own ad group, split out that keyword into its own ad group and write a more relevant and tailored ad for it.

Think of the keyword as the question and the ad as the answer. Keep asking yourself, “If I searched for this keyword and saw this ad, is it answering my question?” If not, change it so it does.

Include offers and prices that are relevant to the keyword. In your ‘Sydney Hotels Christmas 2009′ ad group, how about mentioning Christmas 2009 prices or early booking discounts?

You’re trying to make your ads as relevant as possible to the user’s searches so think about how you could angle your products or services to appeal to users searching each of your keywords.

Next, deep-link your keywords to the most relevant page on your site. Don’t have a relevant landing page for a set of keywords? Write one.

Rinse and repeat until you have hundreds of ad groups, each with tailored ads and landing pages that match the keywords they contain.

Optimization

Then get optimising. Test new keywords. New ads. New landing pages. Two keywords in the same ad group getting a lot of volume? Split the two keywords out into separate ad groups and write new ads that better match those keywords.

Run search query reports to highlight searches your keywords have broad-matched and phrase-matched to. Are they relevant? If so, ad them as new keywords in new ad groups and write tailored ads for them. If not, add them as negative keywords to prevent your ads showing for them again.

It may seem like a lot of work but it’s worth it. With patience, your CTR will start to increase. So will your Quality Score. People will start to spend longer on your site and view more pages. Returning visitors will rise as people decide to come back. Conversion rates will grow and sales volume will increase.

The Holy Grail of relevancy is not something you can achieve overnight, or achieve at all for that matter. It is only something you can strive towards. PPC success favours the dedicated. So keep testing and optimising.

Alan Mitchell is an experienced Google AdWords consultant helping businesses in Australia increase their return on investment from PPC marketing. For more information on how a highly-relevant and tailored approach to PPC can benefit your business, get in touch today for a free consultation.