Almost every industry relies on data science these days, and investing is no different. Investors are famous for exploring every nook and cranny when researching potential portfolio additions. The rise of data analytics has aided them and has changed the execution of investing processes.
According to market intelligence firm Mordor Intelligence, data-driven algorithmic investing is expected to grow by a CAGR of 11.23% from 2021 to 2026. No doubt, more data collection, along with sophisticated analysis techniques, are driving this trend.
A sophisticated web analysis tool is worth its weight in gold these days, thanks to every business conducting sales and marketing online. Here are four types of data insights that investors are using in order to gain an edge in the markets.
Understanding market demographics
Understanding a company‘s customer base is critical for investors. Aside from analyzing the product-market fit, investors can also figure out the quality of a company’s marketing strategy.
For instance, a company selling products that appeal primarily to people older than 40 might be trying to pivot and appeal to a younger demographic. A move like this is fraught with risk, and investors can analyze management’s justification for the pivot attempt using data instead of simply taking their word for it. A solid market analysis tool can provide insights into customer demographics thanks to website visitor data.
Metrics such as traffic visits, trends in website visits, most visited pages, average bounce rates and typical visitor journeys can offer investors deep insight into customer behaviour. Investors can also spot troublesome trends ahead of time.
For instance, a popular product that accounts for the majority of sales might be experiencing waning traffic. Investors can project how this will affect revenues and margins over the next few quarters and check whether the company has any backup plans in place.
Zeroing in on product appeal
Engagement is a much-used word in digital marketing, and with good reason. Companies spend vast resources on producing content and marketing collateral to appeal to their prospects and customers. Engagement metrics help them figure out the effectiveness of their message.
Investors can now track engagement metrics such as links clicked and the number of likes or comments on social media posts. These datasets help investors get a handle on how effective a company’s marketing strategies are. More importantly, it helps them understand how well the company understands its customers. Low or diving engagement rates point to a marketing department that isn’t performing well. In all likelihood, this inefficiency will affect sales, and revenue numbers will begin to drop.
Investors can also monitor how well companies are taking advantage of current trends. For instance, investors can track trending hashtags on social media platforms and examine how well a company is taking advantage of the trend and whether its message is on point.
These clues point to how well the company is run and offer investors invaluable qualitative insights into the kind of ROI they can expect.
Finding new opportunities
The market in which a business operates can change all the time. Whether it’s evolving consumer attitudes or technological disruption, change is guaranteed. The flexibility with which a company reacts to these changes gives investors insight into how company management views change.
Do they embrace it, or do they resist it? The quality of a company’s existing online partnerships can go a long way towards answering this question. Many companies have long-standing relationships, but are they still relevant in the current market landscape? For instance, a company might be receiving large traffic numbers from an affiliate, but how lucrative is this traffic?
The marketing department could be using a vanity metric to satisfy themselves without generating revenue. Furthermore, investors can measure how companies are taking advantage of new opportunities by comparing their partnerships to those of their competitors.
Metrics such as a company’s share of digital mentions and the size of its digital footprint offer investors clues as to how well their prospective investments are reacting to changes in the market.
Surfacing consumer trends
Pretty much every company relies on buyers purchasing its products. Changing priorities amongst consumers can leave companies in the dust if they don’t react quickly.
Keyword search volumes and related data allow investors to quickly analyze and dissect how much money a company is leaving on the table.
For instance, a company might have posted great results, but investors might spot that their traffic share of trending keywords is falling. A simple conclusion from this fact might be that the company is relying on a different demographic from that of its competitors. Whether this is a good or bad decision is dependent on the company’s economics.
However, there’s no doubt that investors love unearthing patterns such as these in their prospective investments.
More data, better decisions
More data could potentially lead investors towards analysis paralysis. However, thanks to sophisticated market intelligence platforms, investors can easily dissect relevant data and figure out which data sets are relevant for their purposes. The result is better investment decisions and more profitable portfolios.
