Are you on a hunt for a Kalodata vs Shoplus comparison to help you decide on the better software? Then you’ve just arrived at the right place at the right time.
Update (September 2026): Shoplus has shut down. Shoplus stopped operating on August 28, 2026, and refunded paid users until September 12, 2026. If you were considering Shoplus, the two best alternatives right now are Kalodata and FastMoss.
Best Shoplus Alternatives in 2026
Here are the TikTok Shop analytics tools I recommend now that Shoplus is gone:
- Kalodata (my top pick): the deepest creator and video data (250M+ creators, 400M+ videos and livestreams), AI tools on every plan, and Amazon and Shopee research on Professional. From $45.90/month, with a 7-day free trial and no credit card. Use code NOAH for 10% off.
- FastMoss (budget pick): $29 for the first month, then from $49/month, with up to 1,500+ days of history on its top plan and a 7-day free trial with no credit card.
For a head-to-head of the two, read my Kalodata vs FastMoss comparison. Or see my full list of the best TikTok Shop analytics tools. The rest of this post is my original Kalodata vs Shoplus comparison, kept for reference.
I’ve personally used the professional plan of Kalodata and also explored Shoplus and can recommend the best one for you depending on your needs.
Both Kalodata and Shoplus are software designed for TikTok Analytics.
My finding about their key difference is Kalodata focuses heavily on TikTok shop while Shoplus focused on general analytics (it has since shut down).
So at a quick glance if you’re looking for the best for your TikTok shop analytics, go with Kalodata. If you’re looking for a basic tool for TikTok analytics, go with Shoplus.
Here’s a quick table summary.
| Feature | Kalodata | Shoplus |
|---|---|---|
| Primary Function | All-in-one TikTok shop analytics software | TikTok analytics tool |
| Free Trial | 7-day free (here) | Discontinued (shut down August 28, 2026) |
| Pricing | Starts at $45.9 monthly | Starts at $39 monthly |
| Target Audience | TikTok shop sellers, brands, creators, affiliates | TikTok shop sellers, creators and agencies |
| Learning curve | Faster | Gradually |
| Tutorial on how to use | Yes | Yes |
| Product research | Yes | Yes |
| Shop analysis | Yes | Yes |
| Creator/Influencer information | Yes | Yes |
| Livestream | Yes | Yes |
| Videos | Yes | Yes |
| Analytics | Advanced | Basic |
| Data Coverage | Transparent | Less transparent |
| Team collaboration | Yes | Yes |
Both come with everything you need to find the right products to sell on your TikTok shop, or find a niche if you’re confused on what niche to venture into, or influencers; using pure data insights and competitor analysis.
Nothing beats data-driven decision making.
The only problem?
Which one is the better? Which should you chose?
No worries.
This is the exact reason I’ve come up with this unbiased comparison.
In the end you should be able to pick the best one that suits you best.
Without wasting time, let’s jump to it.
In this Kalodata vs Shoplus comparison I’ll cover the following things to help you understand better;
- What are both tools and what they are best for
- Their data coverage and analytics capabilities
- Historical data analysis features
- Real-time tracking capabilities
- Pricing plans
- Pros & cons andmore.
I’ll also show you which one is the best for your TikTok shop, which one offers more data, etc.
Let’s get started.
Quick note: We get a small commission when you buy a subscription through our affiliate link at no additional cost to you. Thank you for your support!
Are you in a hurry or too long to read? then let me quickly summarize everything to help you decide the best one.
Overview of Kalodata and Shoplus
| Feature | Kalodata | Shoplus |
|---|---|---|
| Primary Function | All-in-one TikTok shop analytics software | TikTok analytics tool |
| Free Trial | 7-day free (here) | Discontinued (shut down August 28, 2026) |
| Pricing | Starts at $45.9 monthly | Starts at $39 monthly |
| Target Audience | TikTok shop sellers, brands, creators, affiliates | TikTok shop sellers, creators and agencies |
| Learning curve | Faster | Gradually |
| Tutorial on how to use | Yes | Yes |
| Product research | Yes | Yes |
| Shop analysis | Yes | Yes |
| Creator/Influencer information | Yes | Yes |
| Livestream | Yes | Yes |
| Videos | Yes | Yes |
| Analytics | Advanced | Basic |
| Data Coverage | Transparent | Less transparent |
| Team collaboration | Yes | Yes |
While both tools offer you a super comprehensive TikTok Shop analytics, Kalodata tends to offer more depth in historical analysis.
Both Kalodata and Shoplus offer product performance tracking, but Kalodata goes deeper. It tracks 250M+ creators and 400M+ videos and livestreams, and gives you 90 days of history on Starter and 180 days on Professional, so you can spot long-term trends and seasonal patterns.
Lastly, Kalodata gives you more ways to analyze sales. So Kalodata offers about 8 different ways to analyze sales strategies which includes self-operated sales, affiliate-driven sales, and TikTok Mall performance.
The main advantages Shoplus has over Kalodata are its lower entry price ($39 a month vs $45.90) and its hourly sales data updates.
Kalodata, on the other hand, includes AI tools on every plan and adds Amazon and Shopee product research on its Professional plan.
My quick verdict: Shoplus is no longer available, so Kalodata is the clear winner for TikTok Shop sellers. If you want a cheaper alternative, go with FastMoss.
This is only my opinion but I also think I would choose a platform with known long history with the TikTok platform itself.
Kalodata lets you try their platform for 7 days for FREE (no credit card needed). FastMoss also offers a 7-day free trial with no card.
Now let’s jump into the full comparison so I can show you the features, what they are, pricing plans and much more.
Kalodata vs Shoplus [Unbiased Comparison] Which TikTok Analytics Tool is Better?
Kalodata vs Shoplus (Overview)
What is Kalodata?

Kalodata is a TikTok Shop analytics software launched by a team of former TikTok global e-commerce division professionals who played key roles in TikTok Shop’s development. It focuses heavily on deep data analysis and provides you with all the tools needed to understand TikTok’s complex e-commerce ecosystem and make data-driven decision.
It tracks 200M+ products, 250M+ creators and 400M+ videos and livestreams, with up to 1,000 days of data in its database. You can view 90 days of history on Starter and 180 days on Professional, which is plenty for trend analysis and strategic planning.
You can track product performance, analyze creator metrics, and monitor competitor activities with a never known before depth.
All the tools you need for data-driven decision making and long-term strategic planning is inside of your Kalodata dashboard all from one place. Some of these include category for niche research, product research, creator metrics, shop analysis and more.
The platform processes 200M+ products, 250M+ creator profiles and 400M+ video and livestream records.
You can read my Kalodata review for full details about the software.
What is Shoplus?

Shoplus was founded as a TikTok analytics solution. It is a user-friendly analytics platform, often also called a TikTok Shop intelligence tool.
With Shoplus you can track product trends and analyze influencer performance with real-time updates. There is option to access tiered pricing plans that scale with your business needs.
Best not only for sellers but also creators and agencies too.
Shoplus focuses mainly on hourly data updates and offers clear pricing transparency with three distinct plans including: Basic ($39/month), Premium ($49/month), and Professional ($79/month).
Kalodata vs Shoplus: Data Coverage and Analytics
Both Kalodata and Shoplus offer similar analytics capabilities but Kalodata offers much more comprehensive data depth. Let’s take a look at each of them so you can understand better and pick which one best suit your needs.
Kalodata Data Coverage
Kalodata provides you with the following analytics capabilities;
- 200M+ product records
- 250M+ creator profiles
- 400M+ video and livestream records
- Up to 1,000 days of data (90-day view on Starter, 180-day on Professional)
- Sales strategy segmentation (self-operated, affiliate, TikTok Mall)
- Advanced AI model data refinement
- Transparent data methodology documentation
- Continuous model training for accuracy
- Comprehensive competitor analysis tools
Shoplus Data Coverage
Here are the analytics capabilities offered by Shoplus;
- Real-time product performance tracking
- Hourly data updates for sales information
- Influencer performance analysis
- Basic competitor insights
- Trend discovery tools
Kalodata vs Shoplus: Historical Data Analysis
So what are the many ways these TikTok analytics tools let you analyze historical trends? Let’s see.
Shoplus focuses on fresh, hourly sales data, while Kalodata gives you a bigger database and deeper analysis tools for long-term trends.
Let’s take a look carefully.
Kalodata Historical Analysis
Kalodata offers multiple ways to leverage historical data and they include the following
1. Long-term Trend Analysis
The first way to gain insights with your TikTok data on Kalodata is by digging into its historical data (90 days on Starter, 180 days on Professional). You will identify seasonal patterns, so Kalodata doesn’t limit you to short-term snapshots.
You can predict future trends based on extensive historical patterns.
2. Sales Strategy Evolution Tracking
With Kalodata’s segmented analysis, you can track how sales strategies have evolved over time. All you simply need to do is analyze the shift between self-operated, affiliate, and TikTok Mall sales and understand what drives long-term success.
How much you benefit from this insight depends on your product category, seasonal trends, market positioning, etc.
3. Creator Performance History
Kalodata’s creator tracking is another super fast way to understand influencer effectiveness over time. You can analyze creator performance trends here by accessing historical collaboration data and get insights into which partnerships deliver lasting results.
This is called “Creator ROI Analysis”
Creator analysis works in two ways;
One, you can track individual creator performance over extended periods.
Two, you can compare creator effectiveness across different time frames.
Average insight depth is around 16+ months (so you either spot rising stars early or you identify declining influencer performance).
It’s a win win in both case because you can either secure partnerships with emerging talent or you can avoid investing in declining creators.
Whatever you discover gets integrated into your long-term influencer strategy.
Shoplus Historical Analysis
Shoplus offers limited ways to analyze historical trends and it is through basic trend tracking.
They focus more on real-time data rather than comprehensive historical analysis.
Kalodata vs Shoplus: Real-time Data Updates
Without current data, it is hard to react quickly to trending opportunities. Both tools offer you ways to access fresh information with various update frequencies.
Let’s see how you can stay current in both tools.
Shoplus Real-time Updates
Shoplus provides you with a real-time tracking system which includes the following;
- Hourly product sales updates
- Real-time trend identification
- Immediate competitor activity alerts
- Current influencer performance metrics
With these tools you may be able to react quickly to market changes on Shoplus.
Kalodata Real-time Updates
Kalodata offers balanced real-time capabilities combined with deep analysis and they include the following;
- Regular data updates with AI refinement
- Comprehensive trend analysis with current data
- Real-time competitor monitoring with historical context
- Current performance metrics enhanced by historical patterns
With this complete suite of real-time and historical tools you can make informed decisions effectively.
Kalodata vs Shoplus: Team Collaboration Features
With team collaboration features, you can expand your analytics capabilities and get insights shared faster and easily. Let’s take a look at the collaboration tools both platforms offer.
Kalodata Team Features
Kalodata lets you collaborate through comprehensive data sharing and analysis tools that benefit from their TikTok insider expertise.
Their professional plan also gives you access to 1 sub account.
Shoplus Team Features
Shoplus offers specific collaboration features including:
- Sub-account management (Premium and Professional tiers)
- Team access controls
- Multi-device accessibility
- Shared dashboard features
Kalodata vs Shoplus: Pricing Comparison
So how much does kalodata and Shoplus cost? Let me show you their pricing plans and the features included in each of them.
Shoplus Pricing

Before it shut down, Shoplus offered a free trial for new users (no credit card needed), then the following paid plans:
Basic Plan ($39/month): Top 100 lists, 100 detail views per day and no sub-accounts.
Premium Plan ($49/month): Top 300 lists, 300 detail views per day and 2 sub-accounts.
Professional Plan ($79/month): Unlimited lists and detail views, with up to 5 sub-accounts.
Annual Billing: Available with cost savings across all tiers
Kalodata Pricing
Kalodata offers pricing plans that require signup to view specific details, however as an inside user I will reveal the pricing plans for you.

- 7-day free trial available
- No credit card required for trial
- 3 pricing plans based on your needs
- Enterprise solutions available
Let’s expand on these pricing plans to see what they include.
Free Trial: 7-day access to full platform capabilities without payment information required
Starter Plan: Costs $45.9 per month and lets you access 50 search submissions daily, 10 shops/creators and 100 details page per day.
Professional: Costs $99.9 per month and you can access more of the starter, plus you also get team collaboration feature. It gives you extra features like creator contacts, AI services, export 1,000 creator contacts per month, etc.
Enterprise Plan: This pricing is tailored to specific business requirements and data access needs. You get access to advanced features and support for large-scale operations. You can access their API, professional consultation services and full data access.
You can use the code “NOAH” to get 10% discount on your kalodata subscription. Both starter and professional plan gives you 30% on annual subscriptin.
Full plans breakdown is available after signup on the Kalodata platform.
Shoplus vs Kalodata: Data Accuracy and Transparency
Data accuracy is crucial for making informed business decisions on TikTok Shop.
So how do these platforms perform in terms of data reliability? Let’s see.
Kalodata
Kalodata provides transparent methodology documentation with clear explanations of data collection processes. They openly acknowledge potential variations and focus on continuous model improvement.
Shoplus
Shoplus generally performs well with data accuracy, but provides limited transparency about methodology. Shoplus focuses more on user experience than detailed methodology explanation.
Kalodata vs Shoplus: Pros and Cons
Are there drawbacks? Advantages and disadvantages against each other? Let’s see in the pros and cons.
Kalodata Pros:
- Huge creator and video database (250M+ creators, 400M+ videos and livestreams)
- Team with direct TikTok development experience
- Transparent data methodology
- Comprehensive AI-refined analytics
- Extensive product and creator databases
- Deep sales strategy analysis
- No credit card required for trial
Kalodata Cons:
- Higher entry price than Shoplus ($45.90 vs $39)
Shoplus Pros:
- Clear, transparent pricing structure
- Hourly data updates
- User-friendly interface
- Sub-account management features
- Multi-device accessibility
- Integrated content creation tools
Shoplus Cons:
- Fewer advanced analysis tools than Kalodata
- Less comprehensive data methodology transparency
- Smaller overall database compared to Kalodata
Who’s the Winner? Kalodata or Shoplus?
You’ve seen the comparison.
So who’s the winner of this ultimate showdown?
It’s not hard to choose the best fit for your TikTok analytics needs from the comparison so far. I’ve compared the strengths and weaknesses, key differences, pricing and more.
Shoplus is a great platform, especially if you want the cheapest start and hourly sales updates.
Kalodata is a hardcore analytics platform that provides everything you need to conduct deep market analysis, understand long-term trends, and make strategic decisions based on insider TikTok knowledge for your TikTok shop.
The winner?
None other than: Kalodata
However, Shoplus shut down in August 2026, so if you want a cheaper general TikTok analytics tool, go with FastMoss instead.
FAQs on Shoplus and Kalodata
Here are the frequently asked questions around Kalodata and Shoplus. I’ll answer everything below.
Is kalodata accurate?
For spotting trends, yes. Kalodata estimates its numbers from public TikTok Shop data, so treat figures like revenue as directional rather than exact. Its management team came from TikTok’s e-commerce division, which is a big reason its data is so useful.
What is the alternative to Kalodata for TikTok?
The main alternatives to Kalodata are FastMoss, Winning Hunter and PiPiADS. Shoplus used to be one, but it shut down in August 2026.
Is Shoplus still available?
No. Shoplus shut down on August 28, 2026, and refunded paid users until September 12, 2026. The best alternatives are Kalodata and FastMoss.
How much is Kalodata per month?
Kalodata costs $45.90 per month for Starter and $99.90 per month for Professional, or $38.30 and $83.20 a month billed yearly.
What is Kalodata used for?
Kalodata is a market research software and platform built for Tiktok shop sellers and affiliates. It can find you profitable products and stores.
Is Kalodata worth it?
Yes, Kalodata is worth it if you are a serious Tiktok shop seller or affiliate but it may not be worth it if you’re thinking of doing ecommerce tracking outside of TikTok.
Is Kalodata only for TikTok?
Mostly. Kalodata is built for TikTok Shop analysis, but its Professional plan also includes Amazon (US) and Shopee product research.
What are some good alternatives to Kalodata?
FastMoss is the closest alternative to Kalodata, with a cheaper first month. PiPiADS is another option if you focus on TikTok and Facebook ads. Shoplus shut down in August 2026.
What is the best Shoplus alternative?
Kalodata is the best Shoplus alternative for most TikTok Shop sellers, thanks to its deep creator and video data and AI tools. FastMoss is the best budget alternative, at $29 for the first month.
Final Verdict: Which One Should You Choose Between Shoplus and Kalodata?
Both Kalodata and Shoplus are powerful platforms but with different focuses.
Shoplus was great for budget-conscious users who wanted hourly sales updates, but it shut down on August 28, 2026. Kalodata is now the best choice for serious TikTok Shop sellers and affiliates, and FastMoss is the best budget alternative.
Go with the one that best fits your TikTok needs.
Both Kalodata and FastMoss come with free 7-day trials, no credit card needed.
Use this to test and determine the best one for you.
So does this Kalodata vs Shoplus comparison help you decide which software to invest in for your TikTok Shop analytics needs? Which one are you going to pick? Have any questions? Please let me know in the comments section.

Hello, I’m Prosper Noah, a digital marketer with more than 8 years of experience. My ultimate goal on this website is to use the power of online marketing to help businesses get more visibility and reach more customers.


