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Market Research 101
How to make automated phone surveys?
Automated phone surveys help organizations enhance the customer experience and promote development. They are an important part of continuous improvement projects because they provide vital feedback that managers can use to benchmark business performance over time.
They are a low-cost, scalable method of gathering customer feedback with an above-average response rate. A good one will have a 50% -60% interaction rate.
Now, we will learn about what exactly automated telephone surveys are.
What is a Phone Survey?
Automated phone surveys help organizations enhance the customer experience and promote development. They are an important part of continuous improvement projects because they provide vital feedback that managers can use to benchmark business performance over time.
They are a low-cost, scalable method of gathering customer feedback with an above-average response rate. A good one will have a 50% -60% interaction rate.
Now, we will learn about what exactly automated telephone surveys are.
What are phone surveys used for?
Phone surveys are commonly used to collect information from a sample of people through telephone interviews. These surveys can be conducted by market research firms, political organizations, government agencies, or other entities that want to collect data on a particular topic or issue.
Overall, phone surveys can be an effective way to collect data from a representative sample of the population as long as they are conducted in a structured and unbiased manner.
What are the uses of automated phone surveys?
Phone surveys are commonly used to collect information from a sample of people through telephone interviews. These surveys can be conducted by market research firms, political organizations, government agencies, or other entities that want to collect data on a particular topic or issue.
Overall, phone surveys can be an effective way to collect data from a representative sample of the population as long as they are conducted in a structured and unbiased manner.
Examples of automated phone surveys
Here are some ways researchers use phone survey software across different industries.
1. Customer satisfaction:
Businesses use CATI surveys to collect feedback from their customers about their products and services. This information helps them to improve their offerings and identify areas for improvement.
2. Market research:
Companies use automated phone surveys to gather data on consumer preferences, attitudes, and behaviors. This information can be used to develop new products, improve marketing strategies, and stay ahead of the competition.
3. Political polling:
Political organizations use IVR surveys to gauge public opinion on candidates, issues, and policies. This information helps them to develop campaign strategies and understand voter sentiment.
4. Healthcare surveys:
Healthcare providers use phone survey software to gather patient feedback on their experiences with healthcare services. This information can be used to improve patient satisfaction and identify areas for improvement in the healthcare system.
5. Public opinion surveys:
Governments use IVR surveys to gather data on public opinion on a range of issues, including public services, policies, and current events. This information helps policymakers make informed decisions and understand the needs of their constituents.
7 Steps to run automated phone surveys
Now that we have explored what phone surveys are, let’s take a quick look into how you can create one using phone survey software.
Step 1: Design the survey
Determine the purpose of the survey, the target audience, and the questions you want to ask. The questions should be clear, concise, and easy to understand.
Step 2: Record the survey questions
Record the survey questions using a voice-over artist or a computer-generated voice. Make sure the questions are recorded clearly and at an appropriate volume.
Step 3: Choose a phone survey software
Choose a phone survey software that supports Interactive Voice Response (IVR) surveys and integrates with CATI and dialers, like Voxco.
Step 4: Upload the survey questions
Upload the recorded survey questions to the phone survey software. Set up the survey logic, including skip patterns and branching questions, to ensure that respondents are directed to the appropriate questions based on their responses.
Step 5: Test the survey
Test the survey to ensure that it is working properly. Make any necessary adjustments to the survey logic or questions.
Step 6: Launch the survey
Launch the survey by sending automated phone calls to the target audience. Respondents will be prompted to answer the survey questions by pressing buttons on their phones or speaking their answers.
Step 7: Analyze the results
Analyze the survey results using the phone survey software. Generate reports that summarize the survey responses and identify trends and patterns.
Overall, conducting an automated phone survey requires careful planning and attention to detail. By following these steps, you can design and implement an effective survey that gathers valuable data from your target audience.
What are the benefits of using automated phone surveys?
There are several benefits of using automated phone surveys. According to studies, automated surveys are more accurate than surveys performed by human operators. Among these benefits are the following:
1. Phone surveys are less costly –
When performed utilizing automated survey technologies. There is no need for a real hand or headsets, and once built, a survey is completed by a computerized phone system with no labor necessary.
2. You can run surveys more frequently –
Automated phone surveys are conducted by technology rather than humans, a bigger sample group can be polled all at once. The number of simultaneous surveys is simply limited by phone resources, not surveyors.
3. Consistent questions –
The survey uses a well-structured questionnaire, i.e., it maintains consistency throughout the campaign.
4. Removes surveyor bias –
Some surveys are unreliable because the surveyor asks biased or leading questions. Even whether the question is asked by a man or a woman might influence the bias of the response. Automatic surveys can display survey question alternatives in a random sequence, ensuring that each conceivable response is shown in an impartial order.
5. Respondents are more honest –
Studies have shown that when answering to a computer rather than a human, respondents are more inclined to answer questions honestly.
Conclusion
Automated phone surveys are quite beneficial in that you receive a call, clearly listen to all questions, and react appropriately without any extra disagreements or delays. Closed-end questions and answers are usually beneficial to analyze data for further actions and decision-making.
FAQs
- What are automated phone surveys?
Automated phone surveys are a type of survey conducted using an automated telephone system. The survey questions are pre-recorded, and respondents are prompted to answer by pressing buttons on their phones or speaking their answers.
You can administer it at any time of day or night, making it convenient for the surveyor and the respondent. They are also cost-effective, eliminating the need for a live interviewer to conduct the survey.
- How to conduct automated phone surveys?
Conducting an automated phone survey involves several steps, including designing the survey, recording the survey questions, and implementing the survey.
- Design the survey
- Record the survey questions
- Choose a phone survey software
- Upload the survey questions
- Test the survey
- Launch the survey
- Analyze the results
8/25/22
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Market Research 101
Best Incentives for Survey Participation
Surveys are the best tool to gather information from your crowd. By utilizing surveys, you can figure out more about what they need, how you can further develop your customer experience and their thought process about your items or services.
Yet, the response rate is probably the greatest challenge you may face with surveys. Directing a survey is a certain thing- getting a high response is another.
One way you can boost response rates is by offering incentives for survey participation based on every survey completed.
In this blog, we’re going to talk about survey incentives- what they’re, why should you use them, when to use them, and more. We shall also discuss the eight best incentives for survey participation along with their advantages and disadvantages.
Let’s get started!
What are Survey Incentives?
A survey incentive is a reward given to the respondents for responding to all inquiries and finishing the survey. If there is a period determined for the survey and respondents can't complete it inside that clear period, they will be given no incentive for survey participation.
You can offer anything like monetary rewards, gift vouchers, or points as incentives for survey participation. Offering survey rewards to the respondents makes it simple to draw them, because of which they end up finishing the survey.
There are two kinds of survey incentives: direct and indirect. While direct incentives are given to the respondents straightforwardly as monetary incentives, gift vouchers, coupons, and so forth, indirect incentives are not proposed to the respondents.
On account of indirect incentives, the rewards are given to an outsider once a respondent finishes up a survey. These indirect survey rewards give more meaningful feedback as the respondents are genuinely intrigued to participate in the survey without getting any advantage.
Why should you use survey incentives?
The idea of incentive for survey participation is straightforward. You answer two or three inquiries, and I'll offer you a gift basket as an appreciation. It's not hard to perceive how this approach would be a successful approach to attracting support.
Be that as it may, is it worth the effort? Assuming you give each member a gift bag, you'll have to get that equivalent worth back in customer information.
All things considered, one researcher discovered that simply adding a five-dollar prepaid rebate brought about twofold the survey responses. Another organization found that a two-dollar film coupon expanded its response rates by 300%. These are little survey rewards, yet they yield major payouts for these organizations.
In any case, it's not so basic as slapping a gift voucher to the furthest limit of the survey and tapping out. Organizations that are fruitful in utilizing survey incentives comprehend these offers can rapidly prompt compromised information whenever left unrestrained.
While you need to increase responses, you don't want customers hurriedly finishing your survey only for the award. You need smart, fair feedback so you can utilize it to work on their experience.
When to Use Incentives for Survey Participation?
Market researchers and entrepreneurs can best profit from survey incentives to inspire a designated crowd to share data when they know less about the crowd.
For instance, maybe not every one of your shares on one segment or psychographic populace is being filled. A survey incentive can brace this goal.
Or on the other hand — maybe your survey response rates are low. Offering survey incentives will support this measurement. Nobody believes they should do anything free of charge, no matter its effortlessness and little timing.
Then there is the situation of supply. A few organizations have a lot of extra examples from a specific mission, whether it was sending tests to the people who mentioned them or sending products to different organizations as a feature of an ABM crusade utilized in promoting.
Instead of disposing of these things or letting them gather dust, you can reuse them for survey research.
Gather quality responses from the right people using Voxco Audience!
10Mn+ panelists, 90+ profiling points & 20-30% savings.
How to incentivize survey responses
Here are a few ways how to incentivize survey responses
1. Decide whether your survey needs an incentive.
The most effective way to guarantee your information is unprejudiced is to stay away from an intervention altogether. Assuming your survey has extraordinary response rates and customers are glad to finish it up, there is no need to offer incentives for survey participation.
For instance, NPS® surveys commonly don’t need any survey rewards. These are single-question surveys that require seconds to finish up. Adding a proposal here would be futile because you won't attract a massive increase in responses.
Pick a survey you realize customers will wonder whether or not to finish. These could be item surveys, ease of use tests, or whatever other structure that calls for enormous time speculation from the participants. Or, if your members are heading out to conduct surveys, that is a phenomenal chance to use incentives for survey participation.
The thought is to thank customers for investing their time & effort to give intriguing input to your business.
2. Pick the survey incentive type.
As we referenced above, there are many kinds of survey rewards for survey participation. It's vital to think about your interest group and pick one that accommodates their particular requirements and interests. The following are a couple of examples you can pick from.
- Financial Incentives
Money-related incentives are cash-driven offers. Customers can reclaim these limits, coupons, and giveaways at your business. Or then again, you can cooperate with one more organization to give discounts on one another's items, extending your range and sharing expected leads.
- Non-financial Incentives
Non-financial incentives are ordinarily more special than money-related ones. That is because these offers appeal to the member's requirements and objectives.
3. Gauge the survey incentive's worth.
This is the main step while utilizing incentives for survey participation. You want to guarantee your proposition merits the venture that members are placing into your surveys. On the off chance that it's close to nothing, individuals will not be intrigued. If it's excessively important, you'll wind up losing cash over the long haul.
To see the right incentive, you want to think about a couple of elements. First, contemplate your financial resources and what it permits you to offer. Then, evaluate the size of your ideal interest group to determine what you can give if everybody somehow participated in your survey. Finally, consider your conveyance technique and whether you'll require extra cash to convey your incentive.
4. Lay out a viable conveyance technique.
After you've concluded what you'll offer, you'll have to consider how it will be given to your members. Determine by what means you will offer incentives for survey participation, to the people who are taking time out to complete your surveys.
For instance, if you email the survey, your incentive ought to be computerized. Except if you're offering a significant incentive, it would be odd to mail a coupon or discount.
The equivalent goes for face-to-face incentives. Assuming that you're requesting the participants to travel to the interview location, don't let them leave empty-handed. It's unprofessional to call respondents with the promise of a reward only to inform them that it'll show up via the post office three days after the event.
5. Pick an ideal chance to offer the incentive for survey participation.
When you understand what you'll offer and how it will be conveyed, the last step is deciding its timing. Picking the perfect opportunity to convey your incentive can have a significant effect on how customers will finish your survey.
Do survey incentives increase response rates?
Yes! Survey incentives essentially increase response rates.
The probability of returning a survey increases by 30% when there is an incentive offer.
However, that is just a single report. A survey of 49 additional research guarantees that a financial incentive can twofold your possibilities of getting a response on your survey with regards to sent polls.
This equivalent concentration additionally infers that survey rewards further develop the response pace of the genuine survey, however subsequent meet-ups, and other supportive correspondences. This is extraordinary information, since it very well may be really smart to circle back to specific survey takers if they have intriguing responses you need to expound on.
In any case, remember that incentive for survey participation can likewise draw in some unacceptable groups - meaning, the people who probably won't be your ideal interest group, and who won't give genuine responses.
For individuals looking to capitalize on survey incentives, it's simpler to offer the response they think the brand needs to pursue, not a genuine assessment, to guarantee they get picked for more surveys. This is perfect for individuals who sort this out, however not ideal for brands who need solid information.
To keep up with the precision of your research, you might need to consider control questions that will assist you with sifting through irrelevant responses.
8 Best Incentives for Survey participation
Survey incentives are an extraordinary method for gathering more responses and fundamentally increasing the objective respondents to your survey. Analysts by and large group them into monetary and non-money-related survey rewards.
1. Monetary Survey Incentives
These are cash incentives and are an extremely compelling type of survey incentive. Indeed, even one incentive of $5 can increase response rates by 30%. You don't have to spend a fortune or break your financial plan. Little monetary prizes are additionally really down to earth.
Gift vouchers, checks, and cash orders fall under money-related incentives as well. With gift vouchers, respondents can pick the gifts they need on internet business stages like Amazon or eBay. At the point when offered such survey rewards, members are bound to answer.
How would you choose the sum for the monetary incentive? Everything relies upon your financial plan as well as your interest group.
For instance, if your main interest group is telecommuting experts and your surveys are extended, the incentives should be on the higher side.
- Non-Monetary Survey Incentives
These incorporate any survey incentive other than a monetary incentive. It isn't financial yet offers significant awards to the respondent.
2. Sweepstakes
Sweepstakes involves giving a number of prizes to a couple of individuals rather than every one of the members. As it were, sweepstakes are savvy since you put your financial plan in a solitary honor. First, all the survey members participate in a challenge. Then, at that point, with a fortunate draw, you can choose a champ.
Sweepstakes and lotteries are, be that as it may, somewhat interesting to complete. You will require the assistance of a lawful group for the fine print.
Sweepstakes likewise assist with making publicity for your image. The possibility of winning a fabulous award supports an enormous number of respondents.
Well-known grants incorporate the most recent apparatuses or electronic items. You can likewise offer explicit prizes in light of your business as incentives for survey participation.
For instance, if your venture centers around home enhancement, a whole home makeover can be a fantastic award.
3. Sample Products
Nothing tempts individuals however much the word 'free'. So why not offer free marked treats like pens, custom mugs, or even a homerun stick? Maybe you could give samples of new product highlights or early admittance of a beta rendition of your application.
If you are a B2B business, such as SaaS, captivate respondents with freemium admittance to your top-level services for a limited period. Explicit associations in product-based businesses have various examples lying in their store from past promotion efforts. Reuse these examples as a way to explore how to incentivize survey responses.
Moreover, samples and free preliminaries are an incredible method for empowering current customers to utilize your items and to acquaint your items with new customers.
4. Donations to Charity
This is a sort of backhanded incentive for survey participation, yet for a more critical reason. You can give members a choice to contribute to a cause. At the point when it is for their sake, it can produce altruism for your image with their names as contributors.
Pick a foundation for your decision and one that is unmistakable among your respondents. As per your financial resource, the cost might go - maybe 20% of the benefits could be given to noble causes.
5. Points-Based System
A point-based framework is an extraordinary method for further developing support in future surveys. Respondents procure points for each survey they take and gather an adequate number of points for an award.
You can relegate points for each survey in light of the length and intricacy of each survey. This framework functions admirably to construct customer dependability and assists them with acquiring dedication points. Notwithstanding the drawback, it makes planning more challenging since you know nothing about the number of respondents who complete the survey.
6. E-books, Whitepapers, and Other Digital Resources
Your business has first-rate satisfaction and assets like whitepapers, online classes, or market reports. In the B2B landscape, industry information is dependably sought after. So if your respondents are experts from a similar industry, giving them a sneak peek at your substance can make it a worthwhile exchange of information.
Aside from advanced content, actual prizes are one of a kind and energizing.
For instance, assume you are in a situation to rapidly send items. Then, at that point, an actual gift can make a significant word of mouth, particularly via social media.
7. Discount Coupons
Coupons are like gift vouchers. The distinction lies in the way that coupons offer a discount on well-known items.
For instance, you can offer 20% off with a rate coupon. Furthermore, discount coupons urge customers to spend more on your items, in this manner further developing business.
8. Partnerships
Joint surveys are the best approach in situations where the accomplice organizations have a conjoint examination. Notwithstanding, with regards to giving survey incentives, your business could give incentives to the customers of the collaborating organization as well as the other way around. Like that, more individuals get to know your business.
Advantages and disadvantages of Incentives for Survey Participation
There are different sides to a coin. Likewise, survey incentives have both advantages and disadvantages.
Advantages
- Increase survey response rates: Response rates increase as the number of incentive increments (until a particular breaking point).
- Increase responses to extended surveys: The more drawn out a survey turns into, the more impatient the respondent gets. One method for guaranteeing completion is to look promising like a fulfillment tracker. Also, an incentive after the survey finishes will rouse them to finish the survey.
- Re-endeavor interest: Some survey takers view the survey and continue without endeavoring it because of multiple factors. A survey incentive will urge these participants to reevaluate and finish the survey.
Disadvantages
While perhaps not suitably utilized, incentives for survey participation can cause some damage as well. Here are some downsides of offering incentives for survey participation.
- Slanted portrayal: Try not to make your prizes excessively unambiguous. For instance, assuming you are surveying parents of infants and deal with designated incentives like discount coupons for child food, you will support additional responses from guardians of infants. This can slant your survey results.
- Unfortunate information quality: Survey incentives will more often attract respondents who are in it just for the award. These respondents race through the survey when what they want is just the rewards. Subsequently, it can hurt your information quality.
- Financial plan escalated: If an association offers survey incentives for all their surveys, it could wind up harming their spending plan over the long haul.
Conclusion
The typical survey response rate falls around 10-30%. Notwithstanding, certain individuals are reluctant about taking surveys, and incentives for survey participation are an additional prod they need to finish the survey. By doing this, you recognize that individuals' time is significant.
As well as helping response rates, concentrates likewise infer that it works on the possibilities of subsequent meet-ups and explanations.
The potential outcomes are huge, yet you should be careful that no survey predisposition exists in your outcomes.
There are numerous upsides and downsides related to this methodology, yet cautious preparation and the right sort of incentive for the right crowd can guarantee that your incentives for a survey participation program are effective.
6/21/22
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Market Research 101
3 Use Cases for Survey Software in the Healthcare Industry
Healthcare Call Centers
For providers and healthcare organizations, prioritizing patient and member outreach is important to keep patients satisfied with your services. Beyond this, it keeps patients engaged, driving success – whatever your organization’s goals may be.
Phone surveys are a great method for reaching these populations. In turn, using robust CATI software, with integrated IVR and dialer, is integral to increasing productivity in call center interviewers. This means that you can make more calls and reach more respondents.
Our clients specializing in healthcare phone surveys use Voxco to conduct new member/patient welcome calls, health risk assessments, discharge follow-up calls, custom campaigns, and more.
Face-to-Face Patient/Senior Evaluations
As our populations age, it can be challenging for some to stay independent in their homes. Healthcare researchers, government, and home care services often use tablet-enabled survey software to conduct needs assessment surveys and collect pertinent data – even without internet connection.
Of course, this method of surveying is especially effective for hard-to-reach patients, as the interviewer would visit them in-person.
In this use case, the healthcare professional would conduct an in-house computer assisted personal interview with elderly respondents and possibly their caregivers to evaluate the appropriate living situation and health needs.
As a result, elderly and/or disabled populations can be supported with a customized care plan, and you, the provider, can garner other valuable insights on your services as well.
Patient Research Surveys
Healthcare researchers work to shed light on needs, sentiments, and feedback within the healthcare industry in order to improve services and gain a better understanding of how services are perceived by patients.
Research in this space can be done through a multichannel approach, combining phone surveys, online surveys, and offline surveys – to maximize respondent reach.
Our clients in the space conduct surveys that are critical to bridging the gap between research and healthcare providers. Due to the sometimes sensitive nature of their research, many of these clients elect to host the data directly on premise, which is easily facilitated by our platform.
6/12/22
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Text Analytics & AI
CX Inspector Named One of “11 Top Insight Platforms for 2024” by Quirk’s Magazine
One Click to Actionable Insights
Unlocking the true potential of open-end comments has never been easier. CX Inspector with Theme Extractor uncovers descriptive, actionable insights from open ends instantly, a significant leap forward in text analysis technology.
- Extracts descriptive themes with one click. Upload your data set and immediately charts and tables appear which highlight theme-based insights and visualize the results.
- Analyze any size data set in minutes. From several hundred to several thousand responses, CX Inspector can analyze the data set quickly.
- Dive deep into the data. Group key themes together, apply filters and sentiment, examine co-occurrences and generate trend reports and crosstabs with t-tests to understand both broad trends and granular details. Also, click through a theme to see the individual responses.
- Over 50 languages. CX Inspector analyzes responses in multiple languages and shows results in your choice of over 50 languages.
- X-Score measures customer satisfaction. X-Score, Ascribe’s proprietary measure, identifies the key drivers that will increase customer satisfaction and loyalty directly from open-end responses.
- Save and restore projects. Don’t let your work go to waste! Save your projects to restore for future use.
- Easily export data tables and charts. Seamlessly integrate results into reports and presentations.
Unleash the power of CX Inspector with Theme Extractor today and revolutionize how you uncover insights from open-ends to enable data-based decisions that drive customer satisfaction, loyalty and business success. Connect with us today at CX Inspector to learn more and request a free demo with your data set.
5/8/22
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AI & Open End Analysis
Using AI for verbatim analysis
Do you benefit from using AI for verbatim analysis?
Most of the valuable insights come from qualitative or textual data. The feedback customers share in their own words fuels the eureka-moment to innovate your business strategy.However, the challenge is that text feedback is difficult to analyze. Most data analysis software is engineered to analyze numeric or quantitative data.So, how can you make sense of verbatim responses?Artificial Intelligence such as Sentiment Analytics can help you solve the problem.The feedback, reviews, or comments customers leave for your brand have some underlying emotions. Using AI for verbatim analysis, you can extract keywords that resonate with customer experience, identify emotions and cognitive responses across all touchpoints and thus create a Customer-Focused framework.
- After a positive experience, 85% of customers purchase more from a brand.
- A negative experience results in 70% of customers purchasing less.
- After a positive experience, shoppers are likely to spend 140% more with your brand.
Having insight into customers’ emotions towards your brand can be a game-changer and help you make better CX decisions to boost loyalty and drive revenue.
How does Sentiment Analytics work?
- Sentiment Analytics reads through customer feedback and detects emotions based on the language used. The AI uses NLP and machine learning algorithms to split customers’ emotions into positive, neutral, or negative.
- Combined with CSAT, NPS®, or CES surveys, AI can capture verbatims and emotions to obtain profound insights shaping your short-term and long-term strategies to retain customers.
- It can analyze a large volume of feedback in real-time to recognize which customer needs more attention and who is satisfied.
- You can utilize AI to predict whether customers are satisfied or have complaints.
Happy! Sad! Annoyed! Content!
Discover customer emotions around your brand.
Capture customers’ perception of Brand:
Brand reputation is critical in acquiring new customers - 95% of shoppers read customer reviews before buying.With sentiment analytics, you can capture how customers feel in real-time. Tracking positive and negative mentions of your brand, you can identify what is influencing their attitude towards your brand.Capturing customer sentiment in real-time is the key to improving brand reputation.Customers’ emotions are likely to dissipate over time, and they may move to other brands. Capture customer reviews and direct them to the relevant team so they can proactively resolve the issue.Brands that reply at least 25% of the time to customer reviews are likely to earn 35% more revenue.[Related read: Significance of sentiment analysis]
Increase ROI with innovative strategies:
You can gather intelligent insights by analyzing customer feedback to innovate marketing strategies that appeal to your target audience.Brands can design personalized campaigns by segmenting their customer base using NPS® & qualitative feedback. It can help you recognize whether the “satisfied” customers are delighted. Often the customers who give high scores for satisfaction are at the risk of deflecting. The insights you gather by analyzing customer feedback can alert you to the risk of loss in such scenarios.You can design personalized campaigns and services that deliver better value to the customers.Escorts Group fuels digital transformation & drives lead conversion with Voxco Intelligence.Read the full story.
Eliminate what harms CX:
The ultimate benefit of using AI for verbatim analysis is to prevent a crisis by prioritizing actions that deliver exceptional customer experience.You can analyze customer emotions to discover the factors causing dissatisfaction among customers. Sentiment analysis of survey responses can help you understand what is frustrating the customers or what delights them.Be it a certain marketing campaign or payment process; you can take decisive action and intervene at the right time.
Wrapping Up;
Every customer response or feedback is a goldmine to accelerate business growth. Brands can now leverage AI to monitor every aspect of customer experience in real-time and provide effective resolution promptly.Happy – Neutral – Sad, always stay in tune with your customers' feelings about your brand.
4/29/22
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AI & Open End Analysis
Why Is Sentiment Analysis Important?
Sentiment analysis takes a gander at the inclination communicated in a text. It is generally used to break down customer input, overview reactions, and item surveys. Web-based entertainment checking, notoriety management, and customer experience are only a couple of regions that can profit from sentiment analysis. For instance, breaking down a large number of item audits can create valuable input on your evaluation or item includes.
Exploratory Research Guide
Conducting exploratory research seems tricky but an effective guide can help.Download Now
What is Sentiment Analysis?
In this far-reaching guide, we'll dive profoundly into how sentiment analysis functions. We'll investigate the key business use cases for sentiment analysis. We'll likewise check out the current difficulties and constraints of this analysis.Sentiment analysis is a natural language processing(NLP) procedure used to decide if the information is good, pessimistic, or impartial. Sentiment analysis is regularly performed on text-based information to assist organizations with checking brand and item opinion in customer feedback and comprehend customer needs.
Why sentiment analysis is important?
Sentiment analysis can further develop customer loyalty and maintenance through better assistance results and customer experience.For instance, a customer makes a help demand through email or talk. The NLP AI model produces a calculation that performs sentiment analysis of the text from the customer's email or visit meeting. The calculation identifies the customer's enthusiastic state. In this situation, the customer feels unsettling. Business rules connected with this passionate state set the customer care specialist up for a suitable reaction. For this situation, quick redesign of the help solicitation to most elevated needs and prompts for a customer care delegate to connect. At last, the help delegate's familiarity with the customer's enthusiastic state brings about a more sympathetic reaction than a standard one, prompting a fantastic goal of the issue and improvement in the customer relationship.This situation, basic however it might appear, shows how sentiment analysis can further develop customer results. It's an illustration of increased knowledge, where the NLP helps human execution. For this situation, the customer support delegate accomplishes AI programming in the quest for a more compassionate trade with someone else.This situation is only one of many, and sentiment analysis isn't simply a device that organizations apply to customer communications. It's additionally an asset for branding management in virtual entertainment.Customer sentiment can further develop customer devotion and maintenance by further developing help results and upgrading the customer experience.The significance of customer sentiment reaches out to what good or pessimistic opinion the customer communicates, straightforwardly to the association, but different customers also. Individuals usually discuss their thoughts about a brand's items or services, whether they are positive or negative, via online entertainment. Assuming a customer likes or dislikes an item or service that a brand offers, they might post a remark about it - - and those remarks can add up. Such presents sum on a depiction of customer experience that is, in numerous ways, more exact than what a customer overview can get.This is the place where online entertainment observing comes in. By mining the remarks that customers post about the brand, the sentiment analysis instrument can surface virtual entertainment opinions for natural language processing, yielding bits of knowledge. This movement can bring about more engaged, sympathetic reactions to customers.See Voxco survey software in action with a Free demo.Book a Free Demo
The general advantages of sentiment analysis include:
- Arranging Data at Scale
Would you be able to envision physically figuring out a large number of tweets, customer care discussions, or overviews? There's simply a lot of business information to process physically. Sentiment analysis assists organizations with handling enormous measures of unstructured information in a productive and savvy way.
- Ongoing Analysis
Sentiment analysis can recognize basic issues progressively, for instance, is a PR emergency via virtual entertainment heightening? Is an irate customer going to churn? sentiment analysis models can assist you with promptly distinguishing these sorts of circumstances, so you can make a move immediately.
- Reliable models
It's assessed that individuals possibly concur around 60-65% while deciding the feeling of a specific text. Labeling a message by opinion is profoundly emotional, affected by private encounters, considerations, and convictions.By utilizing a brought-together sentiment analysis framework, organizations can apply similar models to the entirety of their information, assisting them with further developing exactness and gaining better experiences.The uses of sentiment analysis are interminable. Thus, to assist you with seeing how sentiment analysis could help your business, how about we investigate a few instances of messages that you could break down utilizing sentiment analysis.
Final Thoughts
Sentiment analysis utilizes AI and natural language processing (NLP) to recognize whether a text is pessimistic, good, or unbiased. The two principal approaches are rule-based and robotized sentiment analysis.sentiment analysis is likewise a quick field that is continually advancing and creating. That is the reason it's essential to keep steady over the most recent patterns. Another choice is to work with a stage like Thematic that is persistently being overhauled and moved along.Explore Voxco Survey Software
3/31/22
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Market Research 101
What is month over month growth rate and how to use it
Month-over-Month (MoM) is the lowest unit of measurement used to objectively reflect the pace of growth in a firm. This statistic scales up to Quarter on Quarter and Year on Year growth tracking to give us an understanding of rates of increase across varying time intervals. It's most typically utilized by early-stage organizations, such as San Francisco startup entrepreneurs, for predictions.
The basic MoM formula is applicable to anything from users to customers to revenue. Having a hold on our growth statistics is a task that should be implemented across all departments in our company, not simply the product and finance teams.
It's worth noting that MoM data are rather detailed, and they should be utilized to ladder up to Quarterly and Annual growth metrics for a more high-level view.
IMPORTANCE OF MONTH OVER MONTH GROWTH RATE
- Illuminates the ROI achieved by our sales and marketing team.
- Calculates the entire value our organization receives from each client in relation to the cost invested to acquire that new customer.
- Assists us in finding the middle ground by keeping this ratio within a reasonable range, neither too high nor too low.
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WHAT METRICS COMPLIMENT MONTH OVER MONTH GROWTH RATE?
Tech firms, particularly those with recurring income, such as SaaS, have their own set of KPIs that supplement MoM numbers. For good reason, the following are generally the ones who receive the most attention:
- ARR and MRR (Monthly and Annually Recurring Revenue)
How much money will we generate from our present customer base in the coming year? This might be computed monthly, quarterly, or annually.
- Churn
How many clients are canceling their subscriptions?
- LTV (LifeTime Value)
How much money will a single client produce before canceling their subscription?
- CAC is an abbreviation for the acronym (Customer Acquisition Cost)
How much does it cost to bring on a single new customer?
- TROI (Time to Return on Investment)
How long will it take for us to see a return on our marketing investment?
Outside of the SaaS model, some overlapping metrics rely on or supplement MoM growth calculations for any type of company seeking venture capital or angel investment.
These are some examples:
- MRR (Monthly / Annually Recurring Revenue) laddering up to ARR (Annually Recurring Revenue)
- churn (Rate of Customer Loss)
- CAC (Customer Acquisition Cost) month-over-month increase may also be used to assess team expansion and staffing, for example, by businesses attempting to determine whether their staffing matches their ticket or customer growth. Companies frequently use staff augmentation or other scaled recruiting strategies in response to abrupt changes in the month-over-month growth rate.
Again, following these indicators will help us to iterate on our exponential business solutions and correct issue areas that are impacting growth and make more reliable projections even if your company is not reliant on or seeking outside money.
HOW TO CALCULATE MONTH OVER MONTH GROWTH RATE?
Fortunately, there are plug-and-play formulas for MoM computations, so we don't have to continually call our management accountant for assistance.
The formula version for obtaining a percentage output for month-specific data is as follows:
(Month 2 - Month 1) / Month 1 * 100 = % growth (or decrease).
If we choose a more simplistic approach, we may do it like this:
x = (y - z) / (y - z) * 100
All we need to do is enter our monthly data into the appropriate variable in the calculation, and we're done.
HOW TO CALCULATE MONTH OVER MONTH GROWTH RATES FOR MULTIPLE MONTHS?
When working with numerous months of data, we'll need to "flatten" it to get an overall Month-over-Month growth rate.
CMGR, or compounded monthly growth rate, is the most commonly used statistic in this context. Basically, we'll need to compare our starting and finishing month data and figure out what percentage monthly rise would cause the starting figure to expand to the ending figure.
It's worth noting that this can be deceptive because we're disregarding fluctuation in monthly growth rates and "flattening" it to a single compounded figure each month.
This is beneficial if we are seeing compounding growth (like a retirement account, which increases faster when we have more money).
It's useless if we're just witnessing linear progress (like our income, which stays the same amount each month regardless of how much we have stocked up). If our growth curve is linear, this is a misleading figure and should not be used for projecting future growth.
COMPOUND MONTHLY GROWTH RATE FORMULA
CMGR reflects our growth rate over a certain time period, assuming that growth occurs at a steady pace every month throughout that time period. Assume that your active users increased in the following manner:
To determine your CMGR, enter the following numbers into the following formula:
For example, here:
Even though it changes from month to month, CMGR averages 20% for the whole time. For example, the MoM growth rate from January to February is just 10%, but it increases to 36% from February to March. With CMGR, we assume that from January to June, we will increase at a steady monthly pace. In our case, this entails the following:
Let's go on to the next phase. We calculated the CMGR for a historical time period above. Assume we want to build a five-year business plan and forecast how our company will appear in five years. We'll have 500,000 active users by December 2022.
TRACKING SHORT TERM GROWTH CAN SET UP FOR LONG TERM SUCCESS
When used to properly estimate present performance as well as measure and forecast success, month-over-month growth is the gift that keeps on giving. It conveys the sense that we know what we're doing and are devoted to our company's long-term success.
- Earn the trust of investors
Most likely, this isn't our investors' first rodeo. Investors and startups often have long-term relationships, so be honest and accountable, especially in your pitch deck. This is true for growth data: If we misrepresent your MoM, even if it is unintentional, it might ruin our image in the eyes of some of our most essential stakeholders.
Regardless of the nature of our growth statistics, how we show it is a chance to gain the respect of investors. Even if our growth data isn't rocketing at a 35 percent MoM pace, we may amaze investors by delving into why that is and giving practical insights to remedy the issue.
- Keep our long-term goals in mind
Month-over-month growth gives only a snapshot of what's going on with growth by comparing what happened this month to last. However, it does not reveal the entire tale. Remember to zoom out every now and then to connect monthly patterns to our company's KPIs and long-term strategy. This can assist us in being goal-oriented by determining whether we're on track to reach broader goals such as YoY benchmarks, as well as quarterly or yearly KPIs.
- Don't presume success straight away
While flat or declining growth rates may appear discouraging, keep in mind that there is value in all of our data—even if it isn't the data we want to see. Even for unicorns, exponential growth does not occur overnight, and particularly not on its own. To seek success aggressively, adopt the principle of being brutally honest with ourself, and pay attention to what our development rates are telling us. That will almost certainly assist us in identifying fresh areas to improve.
- Quality output starts with quality input
“Create a better forecast by focusing on inputs, not outputs.”
—Andrew Chen, General Partner at Andreessen Horowitz
The quality of our output is only as excellent as the quality of our intake. Rather of concentrating all of our efforts on the figures we want to see at the end, make a commitment to getting the initial procedures correct.
When we're continually sorting through low-quality data, it becomes far more difficult to effectively evaluate critical indicators like MoM. Before we delve too far into the weeds of doing any analysis, we'll need to first build a solid data system—our minimal viable instrumentation (MVI). This will assist us in determining the exact data procedures we should employ in order to achieve our business and analytics objectives.
Begin by defining two terms:
- Important phrases like "daily active users"
- Our precise business objectives
COMMON MISTAKES MADE WITH MONTH OVER MONTH GROWTH RATE
- Absolute tiny numbers represented by growth
It is quite simple to demonstrate impressive growth stats with tiny numbers. Any change will be significantly more dramatic if it is based on a tiny absolute foundation.
It may be tempting to leverage MoM growth in the early stages of our firm, but try to avoid doing so. It is preferable to be realistic and provide absolute numbers. Instead of displaying a 20% increase on 100 users, show this as 20 new users in a month.
Once our company reaches a certain size, it will be difficult to sustain those first artificially high growth rates, and who wants to indicate that their growth rates are steadily decreasing?
If we have received or are attempting to get investment from venture capital or angel investors, it is a better strategy to only introduce growth figures once we have scaled past a certain size.
Until then stick to absolute figures so that we don't set ourself up for a downward growth graph and some unnecessary explaining.
- Inconsistent growth rates
So, we know that compound growth rates flatten our monthly increase over a certain time period into a fixed percentage. If our monthly growth rates fluctuate a lot, we might want to express our compound growth rate as a range to be more accurate when reporting to investors or our board.
- Using compound growth rates to describe declining linear growth rates
The compound growth rate for the months in the table below is 12%. That is a deceptive statement because the growth rate is lowering on a monthly basis. It decreased from 20% to 17%, then to 14% and finally to 12%. Don't make the mistake of inflating your growth stats, even if it's unintentional. It constantly makes an appearance in the end.
Adding 1,000 per month is a linear growth, meaning that the percentage increase Month over Month is decreasing in each period.
If we notice that our growth is decreasing in a linear fashion rather than exponentially, use this information to investigate why this is happening and to devise a better growth model.
- Vanity Metrics
Don't bother with vanity metrics that aren't important to our investors, accounting staff, or board of directors. Depending on our company strategy, we will have many key performance indicators (KPIs) that are directly tied to revenue and growth. Maintain our focus on the measures that are important.
Growth numbers for measures like traffic or bounce rates may be relevant at the top of the funnel or at the campaign level, but they have no direct influence on our business's performance. The following are some metric blunders to avoid:
- To demonstrate a larger number, we are focusing on page views rather than active users
- Reporting on newsletter subscribers rather than subscribers
- Showing growth of total users instead of active users
- CMGR is used to calculate the month-over-month growth rate
Unfortunately, this one does not work backwards. So, we know that we can include MoM data into our CMGR formula, which shows the growth that has occurred over a specific time period and flattens the oscillations between months.
However, if we try to go backward to deduce the growth difference of a certain month or months based on our CMGR, chances are we'll get a huge discrepancy between what we get and what the original individual MoM was.See why 450+ clients trust Voxco!
3/3/22
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Customer first approach
What is the customer first strategy?
When we look at the word “customer first”, we instantly think about an organization where everyone focuses on serving the customer in a better way and keeping customer experience at the center of everything. Although it sounds cool and considerate in theory, when it comes to actually implementing the customer first approach, you’ll realize it is much more than that.Customer first strategy is adopted by the customer-centric organizations to make their business decisions with not products as their center but the customers. Meaning, these organizations will develop their products and services with respect to customer interests, aiming to satisfy their needs and wants.Generally, with customer-centric organizations, customer first is basically their business purpose. These organizations build their business products and services with a purpose to serve the customer with their demands. Hence, the customer first approach is nothing but a business purpose for them that they work for every minute. The way customers use their products, give their reviews and their relationships with the organization is what drives the customer first approach in an organization.
Customer first approach for business success
Customer first organizations have one goal and that is to deliver the best customer experience, be it with the products/services or customer service and support. So, it is safe to say that the biggest benefit customer first approach will have on your business is it will make your customers build loyal relationships with your brand. Apart from loyalty, customer first strategy also turns these loyal customers to your business promoters. Customers will feel free to refer your brand to their friends and family which is called “word-of-mouth” promotion.
Example of customer first approach is a Japanese retailer Uniqlo, who have reported their increased revenue profit in 2021. Uniqlo’s CEO Tadashi Yanai gives half the credit to customer first mindset saying, “Meet customer needs, and create new customers.”Apart from this, the customer first approach changes the way customers look at your brand. Good customer experience helps an organization gain loyal customers who decide to stay with the brand regardless of the factors in products that might need them to go out of their way. Furthermore, customers also help the organization in return by referring the products and services to their circle. This gives an organization an upper hand in the market when it has a strong loyal customer base.
Tips to become a successful customer first organization
- Customer perspective
The best way to ace the customer first approach is to understand what they think of you as a brand. Example, a famous sports brand Nike identifies itself as a brand that motivates the athletes to do better with their sports accessories. Hence, they can focus more on the customer perspective of them and help them understand the product purpose.
- Know your customers
Knowing your customer is not limited to knowing what they buy. It goes beyond that and focuses also on what their buying behavior is, their purchase history, their issues, goals and emotions too. To be able to develop valuable products and services that serve the customer needs in the right way needs co-creating. Both the brand and customer have to play an equal role in developing the best product.
- Proactive customer experiences
Customer experience is adversely affected by the quality of customer service you provide to your customers. Delivering a proactive customer experience to your customers will help you gain a competitive advantage in the market as customers tend to stick to a brand for a longer period. Whereas, customers tend to leave the company just after one bad experience.
- Customer first as organization goal
It is easy to say that you are a customer first organization, but it is easier said than done. For your organization to be customer centric, you need to regulate the customer first approach in all the functional teams across the organization. The employees who directly interact with the customers, and even the ones who don’t, need to adhere to the customer first approach. Organizations make customer first approach as their business goal.
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We have developed a guide which gives you an all around view of customer loyaltyDownload NowNet Promoter®, NPS®, NPS Prism®, and the NPS-related emoticons are registered trademarks of Bain & Company, Inc., Satmetrix Systems, Inc., and Fred Reichheld. Net Promoter Score℠ and Net Promoter System℠ are service marks of Bain & Company, Inc., Satmetrix Systems, Inc., and Fred Reichheld.
3/3/22
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