Kalodata vs FastMoss
Kalodata
TikTok Shop analytics covering products, shops, creators, videos and livestreams, with ad spend and ROAS at creative level and US plans from $45.90/month.
Free trialProduct Research
Read the full Kalodata review
FastMoss
TikTok Shop data platform for finding winning products, benchmarking competitor shops, recruiting creators and researching TikTok ad creatives across 20 markets.
Free trialProduct Research
Read the full FastMoss reviewComparison updated
Kalodata and FastMoss both analyse TikTok Shop products, shops, creators and videos. The meaningful buying difference is how much evidence and workflow depth you need: Kalodata keeps the entry point lower, while FastMoss exposes a broader research surface, longer data windows and more export/monitoring capacity on higher tiers.
Verdict at a glance
Editorial calls on the decisions buyers actually make. Each one is written by our team, not derived from the numbers below.
At a glance
Verified facts only. Anything we have not confirmed is marked as such rather than guessed.
| Fact | Kalodata | FastMoss |
|---|---|---|
| Editor score | Not published | Not published |
| Starting price | $45.90 / month | $49 / month |
| Pricing model | Subscription | Subscription |
| Free plan | No | No |
| Free trial | Free trial | Free trial |
| Categories | Product Research | Product Research |
| Best for | AgenciesDTC BrandsSmall Stores | AgenciesDTC BrandsLarge TeamsSmall Stores |
Pricing compared
Plan-level pricing as recorded from each vendor's public pricing page.
Kalodata
- Starter$45.90 / monthUS monthly plan for individuals. 50 search submissions/day, 10 shops or creators per search result, 100 detail pages/day and a 90-day data range. Includes Video-Ads analysis. No sub-accounts, creator contacts, shop detail pages or AI Services. The pricing screen advertises 30% savings on yearly billing, but the exact annual total is not shown in the screenshot.
- Professional$99.90 / monthUS monthly plan for small teams. 1 sub-account, 250 search submissions/day, 500 shops or creators per search result, 500 detail pages/day and a 180-day data range. Includes Video-Ads analysis, creator contacts, AI Services and export of 1,000 creator contacts/month. A limited-time 2,000+ credit bonus is shown. Yearly billing advertises 30% savings; exact annual total not shown.
FastMoss
- Basic$49 / month$49/month; standard 12-month total $558. Detail data limited to 28 days. 10 exports/month with up to 50 records each, 100 favourites per section, 10 video and 10 LIVE monitor credits/month, and one-off trials of AI transcription, script and review tools. Market Pulse filters by country only. No sub-accounts. Anniversary sale observed at $411/year and $22 for the first month.
- Pro$89 / month$89/month; standard 12-month total $854. Detail data up to 90 days. 100 exports/month with up to 300 records each, 500 favourites per section, 200 video and 200 LIVE monitor credits/month, 10 AI transcriptions and 10 script generations/day. Market Pulse filters by country and main category. Sub-accounts cost $30/month each. Anniversary sale observed at $747/year.
- Ultimate$139 / month$139/month; standard 12-month total $1,084. Flexible detail window up to 180 days. 150 exports/month with up to 3,000 records each, 2,000 favourites per section, 600 video and 600 LIVE monitor credits/month, 20 AI transcriptions and 20 script generations/day. Unlimited Market Pulse time range and filters. Sub-accounts cost $70/month each. Anniversary sale observed at $1,000/year.
Feature matrix
Only features we have evaluated appear as yes/no. Unevaluated features are labelled, never assumed absent.
Ad Intelligence
| Feature | Kalodata | FastMoss |
|---|---|---|
| Meta Ads Research | NoNot supportedThe product defines its scope as TikTok Shop analytics throughout — the homepage headline, the FAQ description, every navigation module and every public ranking are TikTok-only. Facebook, Instagram and Meta appear nowhere as a data source. Recorded on that consistent self-definition rather than on absence alone. | NoNot supportedFastMoss enumerates its coverage as TikTok and TikTok Shop everywhere it describes the dataset — the homepage feature grid, the pricing comparison table, the ad-library copy and all 55 MCP tools. Facebook, Instagram and Meta Ads appear nowhere except as the vendor's own social-media links, so Meta ad research is treated as out of scope rather than merely undocumented. |
| TikTok Ads Research | Ad metrics sit on the video rankingSupportedThe Video & Ad module reports Ad Spend, Ad ROAS, Ad CPA and Ad View Ratio alongside GPM, views and views trend for each TikTok video, so paid performance is analysed at creative level rather than as a separate ad library. Videos can be filtered by whether they are AI-generated, by views, creator followers, duration, creator debut time and publish date. | Dedicated TikTok ad library included on paid plansSupportedThe Creative Center indexes TikTok ad creatives globally and filters them by keyword, CTA button, presence of a landing page, video duration, resolution, impressions, engagement, likes, shares, estimated spend, estimated conversions and ROAS, with advertiser pages and campaign-pacing views. Product- and shop-level ad investment views add spend and ROAS context, and the MCP layer exposes the same data through ad_search and ad_data_overview tools. |
| Pinterest Ads Research | NoNot supportedSame basis as Meta: the platform is scoped to TikTok and TikTok Shop across its navigation, FAQ and public data pages. Pinterest is not referenced anywhere. | NoNot supportedPinterest is not mentioned anywhere on the homepage, the pricing comparison table or the ad-library documentation; the ad database is described as TikTok advertising creatives worldwide. |
| Creative Research | Video and livestream modulesSupportedA video ranking surfaces the creatives driving sales, with content, creator, views, views trend, GPM and revenue attribution per video, a per-row Video Toolkit, and a filter isolating AI-generated videos. A separate livestream module covers live sessions, and the vendor positions video inspiration and livestream design as core use cases. | Ad creatives, organic shoppable videos, LIVE sessions, hashtags and soundsSupportedBeyond paid creatives, FastMoss indexes shoppable videos, LIVE sessions, hashtags and trending sounds, shows which videos are currently selling a given product, and extracts a video's captions and spoken script. Watermark-free downloads are metered per month (30 on the entry tier, 300 higher up). |
AI
| Feature | Kalodata | FastMoss |
|---|---|---|
| AI Analysis | Applied to the data pipeline and to affiliate matchingSupportedThe vendor states it refines publicly collected TikTok commerce data with advanced AI models and data processing, retrained and updated daily. An AI Affiliate Platform module sits in the navigation for creator matching. The models are not documented, so this is the vendor's account of its own pipeline. | AI review (VOC) analysis, video content analysis and an MCP agent layerSupportedAI product review analysis summarises customer feedback, AI video analysis breaks down why a creative performed, and the MCP/CLI layer lets Claude, ChatGPT, Cursor, Gemini, Windsurf or Cline query 55 TikTok Shop tools and reason over the results. Product review analysis is a single trial run on the entry tier. |
| AI Creative Generation | AI Video Generation is a top-level moduleSupportedThe application navigation carries an AI Video Generation entry, and the public video ranking offers a One-Click Video Create AI action beside the results, so a creative found in the data can be turned into a generated video. The route itself is gated, so the model, output formats and quotas could not be established. | AI script rewriting, smart video slicing and product-title optimisationSupportedFastMoss transcribes a video and rewrites the script, slices long videos into test creatives (10 per month) and optimises product titles. Volumes are capped at 10 transcriptions and 10 script generations per day mid-tier and 20 per day on the top tier. Full AI video generation sits in Oumomo, a separate product in the same suite, not in the FastMoss subscription itself. |
General
| Feature | Kalodata | FastMoss |
|---|---|---|
| API Access | Not evaluated | Developer Center API from $0.01 per call, plus MCP and CLISupportedThe Developer Center publishes a TikTok Shop Data API priced from $0.01 per call alongside an MCP server and a CLI that share one credit pool, and the pricing page lists a quote-based Enterprise tier for custom API integration and custom report exports. MCP/CLI is bundled with Pro and Ultimate memberships; standalone MCP tiers are billed separately from the FastMoss membership. |
| CSV Export | Not evaluated | 10, 100 or 150 exports per month depending on planSupportedExports cover detail pages, search pages and ranking lists, capped at 50, 300 or 3,000 records per export by plan. Creator contact exports are separately limited to 2 exports per day per user of up to 3,000 records each, and keyword and category trend exports are gated by tier. |
| Team Collaboration | Not evaluated | 1 account included; paid sub-accounts on Pro and Ultimate onlySupportedEvery plan includes a single main account and the vendor states that one account may not be shared across devices. Sub-accounts are a paid add-on at $30 per month each on Pro and $70 per month each on Ultimate, are not offered on Basic, can only be added ten times in any seven-day window, and are billed from the next cycle unless support adds them mid-cycle. |
Product Research
| Feature | Kalodata | FastMoss |
|---|---|---|
| Shopify Store Tracking | NoNot supportedShop analysis is built on TikTok Shop storefronts inside TikTok's own marketplaces, not on independent ecommerce sites. Shopify is not referenced anywhere on the public site as a data source or a connection. | NoNot supportedShop analysis is built on TikTok Shop storefronts across TikTok's own marketplaces — GMV, units, channel mix, affiliate creators and LIVE performance. The only Shopify reference on the site is a landing-page filter inside the TikTok ad library that flags ads pointing at Shopify stores; there is no Shopify store database, connection or sales tracking. |
| Product Tracking | Core module; 1,000 days of history claimedSupportedTikTok Shop product rankings expose revenue, growth, units sold, average price, shipping fee, commission rate, creator count, creator conversion rate, launch date, rating and revenue split across live, video and product card. Filters cover category, revenue source, growth, price, affiliate status, creator count, shipping, launch date, commission and rating. The US catalogue alone spans roughly 94,700 pages. | Favourites, sales trends and credit-metered video/LIVE monitoringSupportedProducts, creators, shops and videos can be saved to favourites (100 to 2,000 records per section by plan) and followed through sales and GMV trend charts. Scheduled video and LIVE monitoring consumes a monthly credit budget of 10, 200 or 600 credits depending on plan. |
| Supplier Discovery | Not evaluated | NoNot supportedThe pricing comparison table enumerates the whole product surface — Market Pulse, search, ranking lists, detail pages, exports, monitoring tools and AI tools — and contains no sourcing or supplier module. FastMoss identifies what sells on TikTok Shop and who sells it, not where to buy it. |
| Sales Estimates | Modelled figures, disclaimed by the vendorSupportedRevenue, GMV, items sold and the live/video/product-card revenue split are shown per product, shop and creator. The vendor states the data is collected from public channels and refined with AI models, that transaction amounts and ad spend may differ from real figures, and that it should not be used where precision matters such as commission settlement or performance evaluation. Every public ranking carries the footer note that the data is algorithmic and for reference only. | Estimated units sold, GMV, ad spend and ROASSupportedProduct, creator, shop and LIVE records carry estimated units sold and GMV, with shop-level GMV given as an estimated range derived from average product prices. Ad records add estimated spend, estimated conversions and ROAS computed by the vendor's own model, so figures are modelled rather than reported by TikTok. |
Which one should you choose?
Choose Kalodata if…
Choose Kalodata if you want the lower recorded entry price, a short free trial and a dashboard that gets you to product, creator and video rankings quickly. It is the pragmatic choice for a solo seller or small store doing regular TikTok Shop research without a large export backlog.
Choose FastMoss if…
Choose FastMoss if your team needs deeper creator and video research, longer historical windows, larger exports and a more continuous monitoring workflow. It is the better fit when TikTok Shop research is a daily operating function and you need more room for shortlists and collaboration.