Start Your Project with Us

Whatever your project size is, we will handle it well with all the standards fulfilled! We are here to give 100% satisfaction.

  • Any feature, you ask, we develop
  • 24x7 support worldwide
  • Real-time performance dashboard
  • Complete transparency
  • Dedicated account manager
  • Customized solutions to fulfill data scraping goals

For job seekers, please visit our Career Page or send your resume to


In the past, the key to securing the best price was finding the cheapest seller through comparison shopping. It was the logical approach. However, this method has proven less effective in yielding optimal results in recent years. The landscape has evolved, and now, shoppers must consider dynamic shifts in supply and demand, making time a crucial factor in the equation.

According to Alexander MacKay, an assistant professor of business administration at Harvard Business School, his research reveals that prices of popular products are experiencing significant fluctuations, with some rising or dropping by as much as 30% within an hour. Across various products, SKUs, and retailers, changes ranging from 5% to 10% have become the norm.

As a result, consumers must now adapt their shopping strategies, being mindful of these price dynamics and considering the timing of their purchases. Merely comparing prices across different sellers may no longer be sufficient to secure the best deals. Understanding the nuances of supply and demand fluctuations in the market is essential to make informed purchasing decisions in this new retail landscape.

What's Causing the Price Frenzy?

The dramatic surge in price fluctuations can be attributed to the widespread adoption of dynamic pricing tools in the retail sector. These innovative tools are designed to adjust the prices of products based on real-time shifts in supply and demand, among other factors. Their efficiency is remarkable, with giant retailers like Amazon reportedly altering prices for millions of items every few minutes. While companies providing dynamic pricing tools to smaller shops refrain from disclosing specific frequencies, it is evident that the pace of price changes has escalated significantly.

According to Michael Orr, a senior director at Blue Yonder, a company specializing in pricing technology tools for retailers and brands, many businesses need to be more open about dynamic pricing due to its somewhat negative perception among shoppers. Nevertheless, it's undeniable that prices shift up to 100 times faster than they did in the pre-dynamic pricing era. This rapid transformation has revolutionized the retail game, allowing retailers to swiftly respond to market dynamics and optimize their real-time pricing strategies.

The Rapid Dance of Price Changes

According to Orr, the primary goal of dynamic pricing programs is to determine "the highest price the customer will bear." These programs constantly monitor real-time demand, allowing savvy retailers to optimize their inventory turnover and aim for a 5% increase in top-line revenue – a common strategy in everyday retail. However, in the luxury segment, dynamic pricing can lead to even more substantial margin gains, reaching as high as 60%, as reported by Sularia.

But does dynamic pricing always result in higher prices for consumers? Not necessarily.

MacKay explains that when demand is unpredictable, dynamic pricing empowers companies to respond by lowering prices during low-demand periods, effectively encouraging customers to make purchases at those times. For instance, dropping the price of winter coats in March appeals to bargain hunters and mirrors the persistence of traditional end-of-season markdowns. In this new era, prices no longer merely reflect the month but align with demand forecasts.

This shift in pricing dynamics implies that strategic and disciplined shoppers can engage with algorithms and essentially "negotiate" if they understand how to leverage the system. Dynamic pricing can indeed be gamed by those who have a clear strategy. As the retail landscape continues to evolve, consumers who grasp the inner workings of dynamic pricing algorithms can make informed decisions and potentially secure more favorable prices by timing their purchases during periods of lower demand.

1. Track Prices Over Time Instead of a Single Snapshot

While comparing prices is a common practice, the real challenge lies in evaluating prices over an extended period rather than at a single, arbitrary moment. Merchants now possess sophisticated tools for monitoring prices, but consumers also have access to some valuable resources, such as CamelCamelCamel and Google Shopping.

CamelCamelCamel allows shoppers to handpick items on Amazon and track their prices over time. Meanwhile, Google Shopping enables customers to monitor the prices of multiple items across various e-commerce stores and platforms. This platform presents the current price and showcases historical price data, enabling customers to witness the pricing evolution. Moreover, it offers price comparisons among different retailers.

By leveraging these tools, customers gain the ability to keep a close eye on pricing trends and receive notifications if prices drop, empowering them to make well-informed purchasing decisions based on comprehensive price histories. Instead of being limited to a single price point, consumers can now assess the broader pricing landscape and strategize their purchases accordingly.


Likewise, Honey, a browser extension under the ownership of PayPal, provides additional assistance to consumers. Through its Droplist feature, customers can easily add items they wish to monitor closely and receive notifications when the prices of those items decrease. Honey also offers automated comparison shopping for eligible products, enabling customers to identify if other merchants offer more favorable deals effortlessly. With these convenient features, Honey simplifies the process of tracking prices and finding the best possible offers, empowering consumers to shop smarter and save money.


These tools represent just a fraction of the available price trackers, and using them can be a valuable strategy to gain insights into price trends over time. However, it's essential to approach the findings with some caution.

According to Sanjeev Sularia, the CEO of Intelligence Node, a pricing technology firm based in Mumbai, India, the issue with free price trackers lies in misaligning incentives with the shopper's best interests. Free price trackers often rely on affiliate revenue, meaning they might earn a commission when a shopper purchases the tracker. Moreover, these tools heavily rely on pricing data feeds provided by retailers, and here's where a problem arises. Retailers can deliberately delay or manipulate the data they provide to the trackers, resulting in discrepancies between the price displayed by the tracker and the actual price on the retailer's site. This misalignment of incentives raises concerns about the reliability and accuracy of the information offered by such trackers.

Given these challenges, consumers must approach the data from free price trackers with skepticism and be aware of the potential biases that may influence the displayed prices. While these tools can offer valuable insights, shoppers should exercise vigilance and consider using multiple sources to cross-verify the pricing data before purchasing.

2. Tap into Collective Pricing Wisdom: Utilize Online Forums

Streamlining your bargain-hunting efforts might be achievable by engaging in online forums where pricing discussions occur. According to Trae Bodge, a shopping analyst based in Montclair, New Jersey, at TrueTrae, one effective way to do this is by participating in prominent community forums dedicated to pricing discussions.

A notable example is Slickdeals, which offers various chat threads where shoppers can interact and exchange valuable insights. Through these conversations, users can inquire about specific products' prices and seek input from fellow shoppers. By asking questions like, "Hey, I just found this product for X. Has anybody spotted it for less?" you can crowdsource pricing intelligence and potentially uncover better deals.

Slickdeals stands out for its diverse offerings, encompassing deals from various product categories and merchants. The user community also tags deals, promoting those with the most traction on its front page. However, buyers need to exercise caution. Slickdeals discloses that it may receive compensation from brands or deals related to promoted items. Staying vigilant and cross-referencing information from multiple sources can help ensure that you're making informed decisions when capitalizing on the collective wisdom of these forums.

3. Harness the Power of Negotiation: Request a Lower Price from the Retailer

In today's competitive market, a classic bargaining approach can still yield positive results, prompting retailers to match or beat lower prices on rival platforms to retain you as a valuable customer. Analysts suggest that asking for a better price can be a fruitful tactic whether you're shopping online or in-store.

Jay Myers, co-founder of Bold Commerce, a payment technology company based in Winnipeg, Canada, and a former e-commerce store owner, advises utilizing the live chat feature on most e-commerce websites. A simple inquiry like, "Hey, I'm interested in this product. Is this the best price, or are there any discounts available?" may prompt the retailer to offer you a better deal. In his experience as an e-commerce store owner, he mentions that his support team had coupon codes readily available to offer discounts to customers who asked.

While dynamic pricing is prevalent, retailers are cautious not to make customers feel they're being mistreated. Dhanasekaran Gopal, product head for Optumera, a pricing technology offering from Tata Consultancy Services, explains that retailers invest in understanding competitive prices to maintain a clear market view. They recognize that frequently fluctuating prices can confuse consumers and negatively impact the perception of pricing fairness.

Before approaching a retailer to negotiate a lower price, shopping analyst Trae Bodge suggests having some evidence of a lower price available on a different platform or store. Being polite and courteous is also crucial. Kindness and respect go a long way in building rapport and fostering goodwill with retailers.

In essence, while dynamic pricing may be the norm, don't hesitate to engage in friendly negotiation with retailers. Polite communication and presenting evidence of better deals elsewhere can lead to favorable outcomes, ensuring you secure the best price possible while maintaining a positive shopping experience for everyone involved.

4. The Abandoned Cart Tactic: A Hit-or-Miss Strategy for Discounts

The age-old practice of abandoning your digital shopping cart, where you add items but refrain from completing the purchase, has occasionally prompted retailers or brands to entice the shopper with a discount coupon or other incentives to encourage them to finalize the transaction.

According to James Miller, a director responsible for product strategy and data analytics at London-based consultancy Pragma, savvy retailers may swiftly reach out to customers who abandon their carts through various communication channels, offering them time-sensitive deals. Employing this tactic can be seen as "gaming the system," allowing customers to unlock potential benefits or exclusive offers.

However, shopping analyst Trae Bodge notes that while this trick used to work more reliably in the past, its effectiveness has diminished over time. As technology advances, retailers are becoming more aware of such practices, and abandoning carts to receive promotional emails with discounts is becoming less successful.

While it may still be worthwhile, don't be surprised if the technology has caught up and the anticipated discount offer doesn't materialize. Instead, consider other strategies like direct negotiation, price tracking tools, and online forums to make informed decisions and secure the best deals.

5. Strategic Timing for Savvy Shoppers

When snagging the best prices, timing can be a powerful ally. Retailers often experience a surge in demand during evenings and weekends, influencing their pricing strategies. To maximize your chances of scoring a better deal, consider making purchases outside of these peak timing windows, as suggested by James Miller.

For instance, shopping during the middle of a weekday, like a Tuesday, might lead to more favorable pricing compared to a Friday evening when demand is higher.

Moreover, planning your purchases around major holidays can unlock discounts on big-ticket items, especially appliances. According to shopping analyst Trae Bodge, three-day weekends like Labor Day, Memorial Day, and Columbus Day are excellent opportunities to find deals on home items and large purchases like mattresses.

Additionally, the end of a season is a reliable time to shop for discounts. Retailers often clear out inventory to make way for new arrivals, making it an opportune moment to secure great deals.

Keep an eye on significant shopping events such as Black Friday, Cyber Monday, the weekend preceding Mother's Day or Father's Day, and the period after Christmas. These occasions frequently offer enticing deals and promotions, making them ideal for strategic shopping.

By being mindful of timing and leveraging these insights, you can enhance your chances of finding the best prices on a wide range of products, making your shopping experiences both rewarding and cost-effective.

6. Leveraging Weather Forecasts for Smart Shopping

Though not foolproof, checking long-range weather forecasts can offer valuable insights into potential future demand for specific products. By anticipating spikes in demand due to weather conditions, shoppers can make informed decisions and purchase items before prices rise.

According to Alexander MacKay, if weather patterns are expected to drive universal demand for specific products, it may be beneficial to buy early to avoid price increases resulting from product scarcity. For instance, if a long, hot summer is projected in the long-term forecast, proactive consumers might consider purchasing summer goods ahead of time. However, MacKay acknowledges that relying solely on weather forecasts can be challenging.

The opposite approach can be taken in the scenario of a colder-than-usual summer. Shoppers may wait until the end of the season to buy summer clothes at potentially discounted prices. Nonetheless, MacKay humorously points out that this strategy raises a practical question: Are you willing to wait nine months to wear those summer clothes again?

While using weather forecasts as a shopping guide may not always be precise, incorporating this information into your purchasing decisions can provide a unique perspective and help you stay ahead in the dynamic pricing game. Ultimately, shoppers can optimize their buying strategies by being mindful of seasonal trends and the potential impact of weather on product demand and pricing.


View More

Location Intelligence Web Scraping in 2024 – Get Better Data Insights

Leverage location intelligence web scraping in 2024 to gain valuable geographic insights, optimize operations, and enhance decision-making for business success.

Big Data, Analysis, and Web Scraping in 2024 - Leveraging Insights for Competitive Advantage

Leverage big data, analysis, and web scraping in 2024 to gain insights, enhance decision-making, and secure a competitive advantage.


View More

Review Analysis of McDonald’s in Orlando - A Comparative Study with Burger King

Analyzing McDonald’s reviews in Orlando alongside Burger King to uncover customer preferences and satisfaction trends.

Actowiz Solutions Growth Report

Actowiz Solutions: Empowering Growth Through Innovative Solutions. Discover our latest achievements and milestones in our growth report.

Case Studies

View More

Case Study - Revolutionizing Medical Price Comparison with Actowiz Solutions

Revolutionizing healthcare with Actowiz Solutions' advanced medical data scraping and price comparison, ensuring transparency and cost savings for patients.

Case Study - Empowering Price Integrity with Actowiz Solutions' MAP Monitoring Tools

This case study shows how Actowiz Solutions' tools facilitated proactive MAP violation prevention, safeguarding ABC Electronics' brand reputation and value.


View More

Maximize Growth with Price Sensitivity and Price Matching in 2024

Maximize growth in 2024 with insights on price sensitivity, price matching, price scraping, and effective pricing data collection techniques.

Unleash the power of e-commerce data scraping

Leverage the power of e-commerce data scraping to access valuable insights for informed decisions and strategic growth. Maximize your competitive advantage by unlocking crucial information and staying ahead in the dynamic world of online commerce.