Keyword gap analysis is the process of determining which keywords your competitors rank well for that your own website does not. From there, we reverse-engineer why the competition is ranking well and then look at how we can also rank for those keywords. Often, it could be reworking metadata, adjusting site architecture, revamping an existing piece of content, creating a brand-new piece of content specific to a theme of keywords, or building links to your content containing these desirable keywords.
Next, indicate with a check mark which of your competitors has which features. Features are fairly straightforward, either a product has a feature or it doesn't. Benefits, on the other hand, are not as simple and should only be recorded based on customer feedback. For example, company B may claim in their company literature that their copier is fast, but a user may feel otherwise. Or, company B may indeed have a copier that by industry standards is fast, but you may have a copier that's even faster. 
Chesky and Gebbia believed that most people thought hotels were the only option for travelers, but the truth was that renting someone’s extra room was cheaper with an added dose of personalised hospitality – and likely a higher margin business as well. Hyman and Fleiss believed that most people thought they needed to buy the dress they wanted to wear, but the truth was that you didn’t need to own a dress that you only wear a few times. Both teams set out to challenge old customer preferences with modern technology and logic.
In reality, even profitability focused campaigns will have limits when it comes to budget, so our focus is often maximizing profitability within the budget we have allotted. This can mean bringing in fewer conversions at a lower cost per acquisition (CPA) and eliminating elements of campaigns that are under performing compared to your acceptable conversion goal. Mining search query reports, establishing negative keywords, bidding down on keywords with high CPA’s or no conversions are all techniques we employ in order to maximize our profitability within the parameters given.
I analyze the story the competitors tell with their landing pages, their site UX, and transparency (reviews, trust). Then I adjust my wireframe, making sure my client’s page can stand up to all that and more. Sometimes all I need is a better visual design than the competitor’s, but often, it is a matter of better explaining the value proposition of the service/product and putting together a more logical flow of elements.”
Truly awesome stuff Zee! For those involved in doing competitive analysis for Local SEO, I would also add GMB Completion/Optimization, and NAP Profile Quantitiy/Quality (which can be checked via MozLocal and Majestic SEO). The conversion part of your analysis that you laid out is especially important in my opinion. Thank you for writing and sharing your insight!
When looking at competitors for the PwC field service operations group there were lots of competitors (including paper printed out and stuck to the wall). What was interesting was that most of the competitors were originally independent companies, but then acquired by larger companies. What was most helpful was looking at how each organization’s strategy changed their end goals. In the case of Field Service Lightning it was originally about the CRM capabilities of SalesForce, but is now about the integration of machine learning for Salesforce’s Einstein.
In particular, strategy is how the team aligns so that decisions made at any level are likely to be better for the longer term goals of the organization. If you don’t have that alignment, you will be constantly struggling to move the organization ahead, together. A well-executed competitive analysis provides the framing for how your group is the best one to take on the challenges and opportunities ahead.

Now the ad servers don’t create this table themselves, they license it from another ‎company like MaxMind or DigitalEnvoy, whose primary business is geolocation ‎data.   This is no enviable task; IP addresses themselves don’t necessarily have an ‎obvious pattern in the way they are assigned like a telephone area code would.  It’s ‎a bit like solving a mystery, and the geolocation companies use a variety of ‎methods to approach the problem.  ‎ /injects>
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