Your margins depend on your ability to predict demand for your product or service. Luckily, the web is full of public data you can collect and analyze to spot upcoming trends. DataOx delivers demand intelligence at scale, helping businesses understand their audience and anticipate market shifts. We scrape sales stats, reviews, and social media, and prepare the consumer trends data for your use.
Custom dashboard development projects fail more often than clients admit. APIs break. Data formats change overnight. DataOx has done this work since 2015 for companies that tried building dashboards internally first. You skip that expensive learning phase. The real-time dashboard starts displaying accurate metrics on week one because we’ve debugged every common breakdown point that exists.
DataOx offers full flexibility when collecting demand forecasting data. You choose the sources, schedule, and delivery format.
Trustpilot
G2
Yelp
Capterra
X
Quora
Zillow
Amazon
Metrics
Widgets
Data Export
Reports
Updates
Mobile
Analytics
Charts
Alerts
API
DataOx delivers market demand data adapted for any forecasting method you use. We send raw datasets, connect the data to your analytics software, or pre-process it for AI-powered intelligence. We combine data from multiple sources to improve accuracy. For fast visual insights for your team, we integrate information into custom dashboards. You can choose the format and schedule that works for your workflow.
Demand signals scraping
Your potential customers leave purchase intent data in their wishlists, on Pinterest boards, and across online forums. DataOx scrapes them at scale and delivers analysis-ready datasets to power your product research. You can opt for one-time intelligence delivery or schedule scraping before each holiday.
Behavioral data tracking
DataOx monitors your consumers’ behavior signals in real time and sends custom alerts when trend analysis data shows a meaningful shift. Products go viral on social media in a matter of hours. You can notice it early and adjust your price.
Demand trend analysis
DataOx collects trend analysis data at scale, allowing you to aggregate historical changes and identify the seasons and events that shift buying behaviour in your particular niche. We monitor the news and notify you of any upcoming events that could affect demand for your product.
Sentiment tracking
We collect consumer sentiment data across marketplaces, public forums, and social media. Talks of calorie-counting apps go up, and you get an alert. DataOx extracts the discussions and helps you pull consumer insights data. The new AI recipe feature is growing on most users, and you know to focus on its development.
Inventory planning
DataOx collects search demand data, marketplace sold-out statuses, and news to help retailers stock up at the right time. You can plan seasonal DataOx purchase intent data delivery to see what people add to their public wishlists and Pinterest boards before big holidays.
Price optimization
You can analyze your competitor’s signals to infer the current demand for their products. DataOx scrapes retail websites, online marketplaces, and public catalogs for market intelligence data and sends you real-time price change alerts. Use high-demand periods to increase your margins.
Social media trend prediction
DataOx collects consumer trends data across social media platforms to help you anticipate the next viral thing. We monitor product mentions and connect their frequency to your custom dashboard. Your team notices a spike in demand signals before your competitors catch up.
Product research
Your clients happily share advice on how to make your product better. We extract consumer insights data from reviews, comments, and Q&A platforms and deliver search statistics that show what solutions people need now.
Reviews
Ratings
Posts
Comments
Search trends
Sold out status
Availability
Crowdfunding
Wishlists
Popularity scores
Trustpilot
G2
Capterra
App Store
Yelp
Amazon
ProductHunt
X
YouTube
Google Trends
Custom
Getting started with DataOx.
Step 1
Send Us a Request
Choose the Most Convenient Way to Reach Us
You can contact us through the channel that works best for you:
Email [email protected] or any contact button on our website. Our average response time is 2-4 hours during business days.
Schedule a call directly through our Calendly – the quickest way to discuss your data requirements and project scope.
WhatsApp for quick questions or to start the conversation about your project needs.
Step 2
Discuss Your Requirements (+ NDA IF NEEDED)
We Listen to Understand Your Needs
During our initial conversation, we focus on understanding your specific data requirements, business goals, and expected outcomes. For sensitive projects, we can sign an NDA before diving into details. We ask targeted questions to clarify scope and identify the best approach for your project.
What data you need and from which sources
Your timeline and delivery preferences
Technical requirements and integrations
Budget considerations and project scope
NDA and confidentiality (optional)
Step 3
Receive Your Proposal
Clear Scope, Timeline, and Pricing
You’ll receive a detailed proposal with everything you need to make an informed decision:
Project scope and deliverables
Technical approach and methodology
Timeline with key milestones
Fixed pricing with no hidden costs
Data delivery format and schedule
Step 4
Contract & Project Kickoff
Let's Make It Official and Start Building
Once you approve the proposal, we’ll sign the service agreement and introduce your dedicated project manager. Our team will be assembled and ready to start up to 10 days.
Step 5
Delivery & Ongoing Support
Reliable Results and Long-term Partnership
We deliver your data solution on time, with full documentation and support. Our relationship doesn’t end at delivery – we provide ongoing maintenance and optimization as your business grows.
reliable delivery, guaranteed stability
We ensure consistent data flows with 100% uptime. Your business operations run smoothly without interruptions or data gaps.
data quality you
can trust
Smart automation + manual QA where it matters — for accurate, consistent, and business-ready results.
proactive partnership,
not just service
We don’t just listen — we actively help solve your challenges. Our team anticipates issues and provides strategic guidance throughout the project.
сost-effective
at scale
Whether it’s 1 source or 3,000 — you pay for value, not overhead.
complete confidentiality protection
Your project stays secure with comprehensive NDAs. We never share, reuse, or transfer your data to third parties — your competitive advantage remains yours.
manual work out, automation in
We automate your data collection and delivery — so your team stays focused on what matters.
For full details, visit our Privacy Policy
SSL Secured
GDPR Ready
CCPA Aware
Transparent Data Use
core languages
Python
Java
Java Script
web scraping & crawling
Playwright
jsoup
Scrapy
Selenium
Puppeteer
data processing & enrichment
Pandas
NumPy
Dask
PySpark
Open Refine
GPT API
Clearbit
system integration & apis
FastAPI
Spring Boot
Kafka
RabbitMQ
REST
GraphQL
document & ticket automation
Tesseract
pdfminer
Camelot
PDFBox
2Captcha
Amadeus API
Eventbrite API
custom data visualization
Plotly
Streamlit
Seaborn
Matplotlib
Bokeh
Altair
D3.js
Chart.js
Highcharts
cloud & delivery infrastructure
AWS
Docker
GitHub Actions
Redis
PostgreSQL
Firebase
Heroku
I’ve worked with Vladislav and DataOx twice now and have been impressed both times. They don’t just do everything they committed to do — on time and on budget — but they go above and beyond. On this second project, they showed initiative and added something they suspected I would want. They were right. I cannot recommend him and them any more enthusiastically. I’m a big fan.
March 13, 2026
We worked with the DataOx team on a complex internal project that involved building a custom software solution with Slack Bot integration, sophisticated server-side logic, and automated API workflows. The system needed to fetch, process, and store data in an intermediate database, and—only if specific conditions were met—push that data through additional APIs to our target software. It was no small task.
So far, everything is running flawlessly, and we couldn’t be more satisfied. Their communication was consistently sharp, fast, and proactive—so fast, in fact, we sometimes had to catch up with them! Whether it was refining a feature, squashing a bug, or adjusting requirements on the fly, the team was always on it.
What really stood out was the professionalism: we had a dedicated, experienced project manager who kept everything aligned and moving smoothly. DataOx truly listens, understands your needs, and delivers high-quality work with precision.
If we could give 10 stars, we would. Highly recommend this outstanding team—and we’re definitely looking forward to working with them again!
March 13, 2026
Prompt. Got Job Done exactly how we wanted. Communicated clearly with the team about expectations and deadlines.
March 13, 2026
High Quality, fast data scraping from the team at DataOx. Very communicative and always proactive in understanding requirements before starting the work. Used multiple times, and will be using in the future!
March 13, 2026
Both the quality and the speed of delivery were awesome, and the communication along the way with our project manager and sales leader was perfect. They were both good at eliminating ambiguity in our requirements which resulted in a delivery we are very happy with.
March 13, 2026
I worked with DataOx on a data scraping. everything was done on time and with high quality. Vladislav and his team showed a high level of professionalism and attention to detail. I recommend DataOx to anyone looking for reliable specialists in web scraping!
March 13, 2026
These guys are simply the greatest. They are timely and accurate in their work, they communicate quickly, and I feel they genuinely understand and care for our needs. Whatever we have asked for, they have delivered. They made us a web scraper and automated many processes for our webshop. We started working together with Andrew and Bogdan in November 2022, and they are a delight to work with. Bogdan as our project leader, has been great! We will continue to work with DataOx for our projects.
March 13, 2026
What is demand intelligence?
Demand intelligence is the process of collecting and analyzing buying data and consumer signals that indicate purchase intent. The analysis includes historical data about a business’s own sales as well as public market information. DataOx delivers industry data that allows you to spot trends and demand drivers and predict future market dynamics.
How to forecast demand based on historical data?
You need to identify factors that influenced demand fluctuations in the past and anticipate a similar effect in the future. DataOx delivers demand forecasting data that allows you to compare sales spikes to scraped news and popular social media posts. We provide data monitoring services and notify clients about events that can affect demand for their products.
How do data-driven consumer insights work?
You analyze reviews and intent signals to understand consumer pains, preferences, and motivation, and adjust your service accordingly. DataOx scrapes consumer insights data from e-commerce platforms, review sites, and search engines, and connects it directly to your AI or BI system.
How to collect consumer behavior data?
You can track consumer behavior on your own website and combine it with public data collected from online sources. For actionable insights, you’ll need large datasets created through automated scraping. DataOx builds custom scrapers and delivers behavioral data at scale.
How to find reliable travel consumer behavior data?
The best consumer research data comes directly from the primary sources where travelers leave demand signals. DataOx builds custom scrapers to collect data from booking platforms, OTAs, review aggregators, and airline sites. Scraped data completely matches the source, giving you a reliable basis for analysis.
How to use search data to estimate demand?
You need to identify and monitor search queries people use to research the product before buying, find trusted sellers, and complete the purchase. For automated intelligence, DataOx can monitor search demand data and send you custom alerts. We also integrate search trends into your internal system or dashboard for easy access.
Which consumer insight tools offer real-time data analysis?
DataOx builds bespoke tools that track consumer trends data in real time. We scrape data from your industry-specific sources and deliver updates every few seconds. Our team develops analytics software that meets your particular consumer research use case.
Fill out the form — we’ll get back to you with options tailored to your needs.
what happens next
We review your goals and get in touch to clarify scope
Your privacy is a priority — NDA available upon request.
You receive a clear proposal with timeline, budget, and delivery format.
Once approved, we start building your data pipeline.
Let’s find the best solution for your data needs.
Fill out the form — we’ll get back to you with options tailored to your needs.
what happens next
We review your goals and get in touch to clarify scope
Your privacy is a priority — NDA available upon request.
You receive a clear proposal with timeline, budget, and delivery format.
Once approved, we start building your data pipeline.
Let’s find the best solution for your data needs.