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...role would also involve aiding in comparison and assessment of different cybersecurity measures. specific area of this topic: you will need to find it out of the 5 articles after you get them out of the internet. share them with first and we will agree on them. Research focus: first the freelancer should look for 5 articles and they should be from IEEE format. And then make a compares between the 5 articles on level of the cybersecurity CIA and these articles should be from 2020 to current only. note; i will share the topics with you. select topic and then google it looking for the research paper. then find the survey paper usually you will find 50 papers. and i want him/her to make a table highlighting the compares. Please note that completion is needed ASAP....
I need a professional to list for rent my 2-bedroom, 2-bathroom condo in Long Beach, CA on Zillow. This includes: - Property Advertising: Increase property visibility to attract potential tenants. Create compelling listings complete with high-res photographs and detailed descriptions. - Tenant Screening: Review interested parties, check references, and conduct background checks to find reliable tenants. I'm seeking someone with experience in property management and familiarity with local rental laws. Knowledge of property advertising platforms is necessary, along with strong communication and decision-making skills.
I am looking to hire an experienced researcher who can find and compile a list of DIY YouTube influencers within United States with 20,000 to 100,000 followers. Looking to gather a list of upto 1000 influencers. List should include a mix of home diyers, garden diyers, craft diyers etc - i can provide a list of categories. Your task: - Identify and list popular DIY influencers on YouTube within the follower range. - Collect their contact details including their email addresses and social media handles. - If available, find any agencies they are associated with. Ideal Candidate: - Proficient in online research - Understands the YouTube platform and its influencers - Has a keen eye for popular trends within the DIY community. - Respect for privacy and only using lawful methods...
...residents of Munich, Germany to conduct an in-store check for a well-known Dairy brand. Project in a Nutshell: 20 SKUS (Products) need to be assessed for the following: Tidiness of shelves, package quality, time to find product and etc. 3-4 samples per a product to be assessed. eg. Product is water: 4 of these will need to be assessed. Consumer will assess 31 samples per a product in total. No purchases required Products include water, plant based and diary. All data will be captured via an App thus good quality photos are needed. Answer questions related to the product via the APP. Full training provided. Requirements of the consumer: Tech Savvy. Promptly answers emails. Flexibility with time 4 weeks to complete Fee for project 1: €600. There is a s...
...E-commerce Marketplace Pro. Below are the specific requirements and details for this project: - **Theme and Plugins Setup:** I will need help with the setup of the E-commerce Marketplace Pro theme, WooCommerce, and Dokan. - **Feature Implementation:** The main features I want to implement on my eCommerce marketplace include: - Product Search and Filtering: Customers should be able to easily find products on the platform through a search function and filters. - User Registration and Login: Users should be able to create accounts on the marketplace, log in, and manage their profiles. - Payment Gateway Integration: I'd prefer to use Stripe as the payment gateway, so it needs to be seamlessly integrated into the platform. want it to be set up like eBay and Etsy (mu...
I am looking to hire an experienced researcher who can find and compile a list of DIY YouTube influencers within United States with 20,000 to 100,000 followers. Looking to gather a list of upto 1000 influencers. List should include a mix of home diyers, garden diyers, craft diyers etc - i can provide a list of categories. Your task: - Identify and list popular DIY influencers on YouTube within the follower range. - Collect their contact details including their email addresses and social media handles. - If available, find any agencies they are associated with. Ideal Candidate: - Proficient in online research - Understands the YouTube platform and its influencers - Has a keen eye for popular trends within the DIY community. - Respect for privacy and only using lawful metho...
...developer to become a pivotal part of our start-up team. Our aim is to concoct a unique Job Seeker platform that would revolutionize how people search for jobs and sell their skills. Key elements of the platform encompass: 1. Job Search Functionality: This should be streamlined and user-focused, delivering precise results according to a user's input. 2. Resume Builder: We aim for a seamless, simplistic, yet effective Resume builder mechanism to help users create professional and notable Resumes. 3. User Profiles: Allowing users to present their skills, qualifications, and experiences in an appealing and comprehensive manner. We also plan to monetize the platform, establishing a payment gateway to offer premium features or subscriptions, thereby strengthening our o...
I have a calculator form that needs some updates made. It allows the user to input measurements for an industrial hose to find out settings for crimping. Current form is here: Need to add an option for the user to calculate with Hose Wall Thickness OR Hose ID & OD. Here is a prototype showing how this will work: New page (needs some jQuery updates): Also have Excel with new formula
We want to have all images on our website converted to webp. So please run a parser over all pages of Collect all png and jpg and jpeg images Convert them to webp Do NOT change their names, except for the extension
I've developed a template using Elementor Pro theme builder for my posts. However, when I preview the page on mobile, I'm facing an issue with the layout structure. The elements are not resizing correctly for mobile view. Key Requirements: - Fixing the layout structure: I need the elements to be correctly sized for mobile view to ensure a consistent user experience across all devices. - No additional mobile-specific features: Ensure that the page loads correctly on mobile devices without any additional mobile-specific features or functionality. Ideal Skills: - Proven experience in Elementor Pro theme builder. - Strong understanding of responsive web design. - Excellent problem-solving skills to identify and fix layout issues. - Familiarity with mobile-first desig...
This is a small 3 or 4 page WordPress website. Skills needed: MySQL / AJAX / fetch / Axios / PHP / JavaScript - Registration & Profile Management page - User Data Entry Form with Data Entry History page - User Data search field page Site will need to integrate into a page builder (Oxygen) Be sure to View attachment for bidding instructions to avoid bid deletion.
We are searching for a highly skilled and experienced developer to assist us in building robust API integrations using CloudQuery. Our project involves extracting and integrating...write DBT transformations Strong experience with CloudQuery and its features. Proficient in SQL and database management systems. Solid understanding of API integrations and web services (REST, GraphQL, etc.). Experience with cloud platforms (AWS, GCP, Azure, etc.) is a plus. Strong problem-solving skills and attention to detail. Excellent communication and teamwork abilities. We are excited to find a passionate individual who can contribute to our project with their expertise in CloudQuery and API integrations. If you are a developer looking for a challenging and rewarding project, we would love to hear...
...on the promotional displays and materials used for a well-known dairy brand. Project outline: - 20 SKUS (Products) need to be assessed for the following: -Tidiness of shelves, package quality, time to find product and etc. -3-4 samples per a product to be assessed. eg. Product is water: 4 of these will need to be assessed. -Consumer will assess 31 samples per a product in total. -No purchases required -Products include water, plant based and diary. -All data will be captured via an App thus good quality photos are needed. --Answer questions related to the product via the APP. -Full training provided. This data is critical to enhancing the product packaging for this brand, and your work will be instrumental in this process. Ideal Freelancer: - ...
...market data, particularly focusing on promotional displays and materials. - Project outline: - 20 SKUS (Products) need to be assessed for the following: -Tidiness of shelves, package quality, time to find product and etc. -3-4 samples per a product to be assessed. eg. Product is water: 4 of these will need to be assessed. -Consumer will assess 31 samples per a product in total. -No purchases required -Products include water, plant based and diary. -All data will be captured via an App thus good quality photos are needed. --Answer questions related to the product via the APP. -Full training provided. This data is critical to enhancing the product packaging for this brand, and your work will be instrumental in this process. Ideal Freelancer:...
So for the competition, please photoshop one of the photos of Hannah Palmer which you can find here (you can choose any) and add a cat in the picture. The one who is selected will be asked to make a series of photos to include the same cat. Most important is that it looks realistic, also a bonus if it looks funny. Note that the offered budget is just for the 1 winning picture. You will be paid 50€ for 10 adjusted pictures.
I'm in need of an experienced email marketing and web scraping professional to help me generate quality leads through email campaigns. - The primary goal of this project is to generate leads for my business. - The ideal candidate should have a track record of successful lead generation through email campaigns. - Additionally, I need someone who can scrape the web to find relevant email addresses of potential leads. You must have Good English and most importantly manage the whole process from start to finish outside of us reply to leads generated. This will mean you need to be able to scrape websites in Ireland like directories/maps etc and Linkedln. Generate marketing lists of each niche and setup emails to contact relevant niche. You must have or recommend bulk sending p...
Hello Creatives, Welcome to the "growber" sticker design contest! We are a dynamic and trend-conscious brand selling indoor hardware for cannabis cultivation, and we're looking for 3 vibrant and exciting sticker designs to represent our company. Here's what you need to know: 1. Brand: "growber" 2. Tagline: "to make your grow better" 3. Website: "" 4. ...we encourage designs with outlines for this task. Bring to life the playful, stylish and innovative personality of "growber" with bold, colorful and fun designs. We can't wait to see how you interpret our brand through your creative lens. Remember, this contest is all about creativity and having fun. Good luck, and we're eagerly looking forward to seeing your stu...
As the final step to my graduation, I am seeking a frontend developer who is expert in using the react.js, and CSS Tailwind frameworks. The project is hosted on GitHub which you can find more details on the link provided. The frontend should have the following key features: - User Authentication - Responsive Design - Interactive UI Components I need these features to be efficiently implemented using for server-side rendering and the Styling to be designed using CSS Tailwind. The overall interface should work interactively and reflect the educational theme of the project. Ideal Candidate Requirements: - A proven track record of developing frontend using react.js, , and Tailwind. - Previous experience that showcases your skills in building user authentication, intuitive
...quick way to see the noun plural in the column next to it. Also, one or more synonyms in the column(s) next to it would be nice. Example: degreasers (=plural) I understand this can be done with a Python script that performs these tasks. This script uses the Natural Language Toolkit (NLTK) library to identify multiples and synonyms. This script assumes you have a list of product names and want to find the plurals and synonyms for each of them. It prints the original product name, the plural (if found) and the synonym (if found). I am looking for someone to help me create this list. I have the same list in English and French which the same thing needs to be done. Ideal Skills and Experience: - Advanced Excel skills. - Familiarity with implementing plural forms and synonyms. - ...
It is necessary finish a project managemet application made in laravel. The change are: - make some change regard the flow, the links, the design, the ecommerce and report; - It is necessary experience in query, report charts, pivot builder and Business intelligence to change the reports that must have good design, many filter and cross. the charts must have drill down. Please answer only if have experiences in project management software and pivot-query-busienss intellegence. And show my the url of similar job made.
I'm in need of a skilled developer who can create a corporate-style, informational website geared towards professionals. - Primary Objective: The primary goal is to deliver clear, concise information about our business offerings to our target audience. Users should be able to navigate the site with ease and find the information they need quickly. - Style: It's important to follow a corporate design for this project. Aesthetically, it should embody professionalism and maintain a consistent corporate feel throughout. - Audience: The website should cater primarily to professionals so usability and accessibility are key factors. I'm looking for someone who has previous experience in creating corporate-style, informational websites. Familiarity with user-friendly d...
I'm in need of a web application that leverages generative AI to assist with creating professional resumes. I already built a functional skeletons which consists of: , Stripe, Mailgun, Tailwind, NextAuth, MongoDB. Here are some key points to guide you on this project: - **Purpose**: The main intention of this app is to generate compelling resumes. - **Technologies**: It should be developed using NodeJS and NextJS, Mongodb/dynamodb, openAi/Anthropic api. - **Features**: - **Template Selection**: Users should be able to choose from a variety of resume templates. - **Content Generation**: The application should automatically generate appropriate and well-structured bullet points based on the user's input. - ** PDF download - **Design Preferences**: The resume template...
I need a page builder either using flask or react or core php. i have attached requirements in the attachment section. please read it and if you can do for price AUD 400 in 7 days, write "AU$400/7" in your bid. other bids will be rejected
I'm looking for a developer to create a hostel booking app compatible with iOS and Android, as well as a corresponding website accessible through all common web browsers. The project is urgent with a deadline of one month. Key Features: - User Registration: The app and website should allow users to easily sign up and create an account to manage their bookings. - Search Functionality: A robust search feature that enables users to find hostels based on location, price, availability, and other relevant filters. - Booking and Payment Integration: Seamless integration with popular payment gateways for secure and convenient booking transactions. Ideal Skills and Experience: - Proficiency in mobile app development for iOS and Android. - Experience in web develop...
The application will allow users to: Capture photos using the device's camera with overlays for composition or guidance. Apply various enhancement features to improve the photos, such as: Brightness and contras...your estimated timeline for completion and your project rates in your proposal. Please Include in Your Proposal: A brief overview of your experience with Flutter development Relevant portfolio examples (if available) Estimated timeline and budget for the project Your availability to start working on the project An explanation of your approach to implementing custom camera overlays I'm excited to find a skilled developer to collaborate with on this project. Please submit your proposals through [insert platform where you will receive proposals]. Looking forward ...
I am looking for an experienced Wordpress developer who can complete the revamp of an existing website. Key Points: - We have complete wireframes for the project - all content and digital assets are available -...is unable to finish the project - as well as wireframes, we have videos showing a review of the current site to highlight what needs to be changed to complete the project Ideal Skills: - Proficient in Wordpress development, HTML5, CSS, JavaScript, plugin development - Experience in website revamping and redesign - Experience turning wireframes into pages - Experience with Divi theme and page builder Please ensure you have a portfolio readily available to showcase your previous work. The successful freelancer will be provided with videos to enable them to prepare a compl...
I'm looking for a tool or app to scrape specific data from car rental websites. Key Features & Requirements: - Targeted Websites: Avis, Budget, Sixt - Data to Scrape: - Pricing information - Car specifications - Add-on options - Total after tax and fees - Maximum rental period 330 days for Avis/Budget (Sixt 365 days) Additional Info: - The tool should be capable of automating the scraping process at regular intervals. - Data should be well-organized and easily exportable for further analysis. - The goal is to find deals and or pricing errors for specific vehicles Ideal Freelancer: - Prior experience working on web scraping projects is a must. - Proficiency in data analysis and presentation. - Strong understanding of car rental market dynamics is a ...
I'm seeking a talented AI expert to develop a comprehensive resume writer site and app. This platform will serve as an indispensable tool for creating personalized resumes. Ideal candidates for this project should possess strong skills in AI development, web and mobile app development, and user experience design. **Core Features:** - **Resume Templates:** Design and implement a variety of customizable resume templates to cater to different job industries and levels of experience. - **Resume Customization Options:** Incorporate AI-driven suggestions for resume customization, helping users to tailor their resumes to specific job postings or industries. - **Import/Export Resume:** Enable users to easily import their existing resumes and export the newly created ones ...
Hello, I am looking for the WordPress expert who is having very good experience in divi theme. Please bid only if you have good expertise in that
I require the services of a travel agent who can find me a hotel business that will allow me to stay at their hotels for $1,600/mo. Key Requirements: - Budget of $1,600mo - Must be able to stay at different places every night because I travel a lot - Must allow dogs - Booking Hotels: You should have experience in booking hotel accommodations and be able to provide a range of options to suit my preferences. - Flexibility: The preferred location of the hotels varies for each day and month, so the ability to adapt to the changing requirements is a must. Timeframe: - The project needs to be completed ASAP. Ideal Candidate: - A skilled travel agent with a strong network in the hotel industry. - Excellent communication skills and attention to detail. Your role will be crucial in ensu...
I'm looking for a competent web developer who is experienced with Odoo website builder to help me create 20 informational websites for various products. The main aim of these websites is to provide detailed information about each product. Key Requirements: - Development of 20 informational websites using Odoo website builder - Each website should be visually appealing and easy to navigate - The sites should be optimized for SEO to ensure they rank well in search engines - Integration of any necessary plugins or modules to enhance functionality - The completion of the project within a month Ideal candidate: - Extensive experience working with Odoo and its website builder - Proven track record of delivering high-quality, professional websites - Strong understandin...
Find a current, topical article/video clip/news report in the media pertaining to climate change/climate justice/environmental justice. Write a short critical paragraph or two in which you reflect on the article, drawing upon the course material. You must cite at least one of the course texts in your response. Be sure to provide the link/URL for the article you choose. Please share your article with the class in the Discussion forum for this week. the article attached is from the course to use when writing about any current pieces.
I'm seeking to build a portfolio website particularly aimed at my clients. This website will need a 3D design builder while also having an integrated online booking system, making the process of hiring my services easier for clients. Skills & Experience required: - Proficient in website design and development - Experience in creating 3D builder models - Expertise in integrating online booking systems - Excellent understanding of user-interface and user-experience design for maximum client engagement - Perceptive of the needs and preferences specific to a client-focused audience.
My project involves statistical analysis using R programming language and PowerBi on UFC Fight data. Purpose: The purpose of this project is to find interesting correlations between various aspects of MMA, some of those aspects are; reach, height, fight stance, strike distribution, control time, etc. Then, after correlations are found, make hypotheses to improve a fighter's chance of winning. Questions: 1 - What is the best fight stance when you have a reach advantage on your opponent? 2 - Can statistics be used to classify fighters into fight styles (Boxer, Muay Thai, Ju-Jitsu, Wrestler, dynamic)? 3 - What kind of correlation can we make by comparing fight style with height and weight, can it be used to optimize training? Tools Needed: PowerBi, R, ggplo...
.../FUNCTIONALITY Web responsive and no app should be required. Site should display correctly on all mobile devices. • Use PH7 Builder, free opensource dating-site software. I will not be using all available features, but you can see the capabilities and features here: • Implement my custom Algorithm to calculate matches based on selected filters • Require Chat messaging • Modify software to allow user to record audio and send as message or leave as bio • Profile pic can only come from user camera, not gallery or pasting • Require Match alert notifications • User should be able to exclude matches based on any particular filter/option • PH7 BUILDER Software can create hundereds of
Need to extract data from website: , into an Excel file. Specifically name, discipline (medical practitioner, midwife, nurse, OT, physio, psychologist, podiatrist), location (incl suburb and postcode), initial registration date, registration expiry. There would be...name, discipline (medical practitioner, midwife, nurse, OT, physio, psychologist, podiatrist), location (incl suburb and postcode), initial registration date, registration expiry. There would be at least 100,000 rows of data. Only barrier, is this data is not able to be 'searched' efficiently. Individual names can be looked up. Or disciplines with a select number of names demonstrated...but I can't find a way to show ALL clinicians at once. Looking for a solution which can reliably pull all the names from ...
I'm looking for a freelancer who can create a modern and minimalistic logo along with a corresponding YouTube banner. The primary objective of these designs is for brand recognition. We want our logo to not only be visually appealing, but to also be memorable and representative of our brand and what we stand for...visit our channel. Ideal skills and experience for this job would include: - Proficiency in logo and graphic design - A good understanding of branding and the principles of good design - Experience in creating YouTube banners - A portfolio that demonstrates modern and minimalistic designs. It's also important that you're able to take on board feedback and work collaboratively, as I'm looking to find a designer who can truly understand and bring to...
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Currently, our website faces two main obstacles—outdated design and poor user experience. - Outdated Design: Our website needs a modern, sleek makeover. Anyone who is up-to-date with the latest industry trends to give our website a well-deserved refreshing look, is encouraged to apply. - User Experience Upgrade: We're seeking a professional who can improve the layout and navigation of our website. A revamp that would turn website interaction into an engaging and hassle-free experience. We do not have specifics relating to any user experience issues except for a need for an improved layout and navigation. So, a broad understanding of potential UX pitfalls and user-friendly design savvy is crucial. The perfect candidate will have a background in the latest design trends, UX/...
...Key Responsibilities: - Managing Email Communication: You'll be required to handle my inbox efficiently, prioritizing messages, drafting responses, and flagging important correspondence. - Scheduling Appointments: You'll handle my calendar, scheduling meetings, calls, and appointments as needed. - Researching Information: I often require quick, reliable research on various topics. Your ability to find accurate and relevant information will be crucial. Other Requirements: - Daily Availability: I need someone who can assist me daily, so please only apply if this suits your schedule. - Communication Tools: I prefer to communicate through email, instant messaging apps, and sometimes video calls, so proficiency in these tools is essential. Ideal candidates for this role w...
We're looking for a talented graphic designer to create a unique and compelling logo for BWC Senior Living Placement, a company that specializes in helping seniors find the perfect living arrangements. Our aim is to make the search for senior housing feel caring, compassionate, and warm, adding a touch of sweetness to this significant life transition. Project Details: Business Name: BWC Senior Living Placement Colors: Black, Yellow, and White, reflecting a classic and sophisticated look. Design Elements: Bumble bee We’d like to incorporate a bumble bee into the logo. This is part of our marketing campaign to create a "buzz" about our services. Additionally, we're tying this in with a Cheerios cereal giveaway, capitalizing on its recognition and nostalgia...
We are seeking a skilled and experienced freelance resume builder to assist individuals in crafting compelling resumes that effectively showcase their professional experience, skills, and achievements. The ideal candidate will have a keen eye for detail, excellent writing skills, and a strong understanding of various industries and job markets. Requirements: -Proven experience as a resume writer or similar role, with a portfolio of successfully crafted resumes. -Excellent written communication skills and a strong command of grammar, punctuation, and syntax. -Proficiency in Microsoft Word or other word processing software for resume creation and formatting. -Knowledge of ATS principles and strategies for optimizing resumes for keyword relevance. -Ability to conduct thorough consult...
I am looking for a highly-skilled Wordpress website designer and builder. The purpose of this website is to sell products or services. Design-wise, I'm open to creative interpretation giving you the freedom to design with your professional touch. However, it has to be responsive, and hosted on Bluehost. In terms of structure, it will consist of a Homepage, a Job Board using the WP Job Openings plugin, and 4 subpages for each of our services. To facilitate user engagement and lead generation, the design must incorporate user form fields and an option to subscribe. A blog section for sharing news and updates is also integral to this project. Skills critical for this project include Wordpress, Bluehost, and the ability to design user-friendly interfaces with well-structured u...
I need a page builder either using flask or react or core php. i have attached requirements in the attachment section. please read it and if you can do for price AUD 400 in 7 days, write "AU$400/7" in your bid. other bids will be rejected
I need an experienced Wordpress developer who can customize themes and utilize the design builder to give my website a modern and professional look. The site needs to be responsive for mobile devices as well to cater to our members. Key Responsibilities: - Theme customization according to prerequisites - Design Builder implementation Desired Skills & Experience: - Proven experience in Wordpress Development and Design - Expertise in Theme Customization - Ability to design responsive and mobile-friendly websites - Knowledgeable in understanding and aligning with target audience (members) requirements. The desired outcome of these services is not just a visually pleasing interface but also one that resonates with our intended audience. Ideally, my site after completion...
Scope of work, SureCart (high level). SureCart, SureTrigger, and S...networking, collaboration, and growth opportunities for SMB- and large corporations, investors, and professional consultants. Mission: Our mission is to empower entrepreneurs, investors, and consultants by providing a platform that fosters collaboration, facilitates meaningful connections, and accelerates business growth. Vision: We envision a vibrant ecosystem where startups thrive, investors find promising opportunities, and consultants contribute their expertise to drive collective success. By implementing the above scope of work, Improve Growth Platform will offer a comprehensive solution for startups, scaleups, investors, and professional consultants to connect, collaborate, and grow their businesses eff...
I am looking for a talented developer to build a social networking app for iOS and Android. The app needs to be user-friendly for all age groups. Key features should include: - Messaging & chat functionality. The ideal builder should have experience developing social networking apps, especially ones with messaging components. Proven UX/UI design skills and familiarity with the latest software is vital to this project. The goal is to develop a product that can compete on the market not only regarding functionality but aesthetics as well.
...opportunity within the current website to improve conversions and thus improve sales / turnover. Our delivery process is based on a drop-shipping model where our suppliers dispatch the product direct to our customer, this involves good communications between ourselves / suppliers 2 - Current Set-Up / Systems The systems were mostly built by xxxxxxx Design in 2012, which closed, so we had to find another web host / IT Developer (xxxxxxx) who took over management of the systems around 2017 Aside of our web shop, there are some other technologies, however all systems platforms were started / created by xxxxx Design. xxxxxx have done updates for us over the years, including more recently a new checkout, mobile optimisation and SEO (2022). System Overview Our current ...
I'm looking for a skilled Python developer who is well-versed in machine learning and GANs to implement a conditional GAN primarily for image generation as a part of my school project. Key Responsibilities: - Utilize Python to develop a conditional GAN. - Find an academic paper from the last 5 years that enhances the vanilla conditional GAN using a simple approach and use this incorporate their approach to this one. - Find a dataset suitable for the task. It's up to you to choose one. Requirements: - Proficiency in Python. Experience using PyTorch machine learning library. - Understanding of GANs and how they can be applied to image generation.
...comprehensive business analysis report focusing on the following aspects: - **Main Objective**: The primary goal of this report is to identify our business needs, define the scope of analysis, and understand our current business context. - **Audience**: The report will mainly serve our project stakeholders, hence it should be tailored to meet their expectations. I believe that the stakeholders will find the following information most valuable: - **Market Trends and Analysis**: This will help them understand the external factors that may influence our business and its competitiveness. - **Competitor Analysis**: Insights into our competitors are crucial for making strategic decisions and staying ahead in the market. - **Customer Insights and Preferences**: Understanding customer...