ZooData: commerce data and extraction APIs
ZooData Data Products is a commerce-data API and web-extraction service for developers and research teams that need structured product and business data for analysis and automated workflows. Teams can query documented commerce endpoints or convert a public page into JSON, Markdown or HTML. Amazon and TikTok Shop are data coverage—not native store apps—and production use still needs development, validation and credit monitoring.
ZooData Data Products is a commerce-data API and web-extraction service for developers and research teams that need structured product and business data for analysis and automated workflows. Teams can query documented commerce endpoints or convert a public page into JSON, Markdown or HTML. Amazon and TikTok Shop are data coverage—not native store apps—and production use still needs development, validation and credit monitoring.
ZooData Data Products is a commerce-data API and web-extraction service for developers and research teams that need structured product and business data for analysis and automated workflows.
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- Editorial Score
- 75/100
- Supported Platforms
- Amazon · TikTok Shop · Web
- Freshness
- Updated Oct 19, 2026
Buying view: ZooData is easier to shortlist than a quote-only data vendor because it publishes prepaid and package pricing. Its value still depends on whether the exact market, field and freshness you need are available and reliable in a pilot.
ZooData features and workflows
ZooData helps ecommerce teams investigate what to sell, how competitive a market is and what buyers care about. It offers Web research tools for Amazon and TikTok Shop, plus data APIs and prepared workflows for an AI assistant. Its central appeal is combining product, category, competitor, review and keyword signals with AI-ready data, so recurring research can move from repeated manual collection toward structured queries and AI-assisted analysis. Operators can research directly in the browser or use an AI assistant that the team has configured to access ZooData.
ZooData use cases
Product selection often involves separate checks of category demand, individual products, competitors, reviews and search terms. A promising sales figure alone does not show whether large brands dominate the niche, buyers repeatedly report a defect or demand is changing. ZooData brings these research signals into queryable tools so the team can compare candidates and decide what deserves closer investigation.
How ZooData works
Operators can use the Web Console to choose a research tool and enter categories, keywords or product IDs, then narrow the query with filters. Teams that want AI-assisted research need someone familiar with setup to connect a ZooData API key—an access credential—to a compatible AI tool and install the relevant Skills. After setup, an operator can ask ordinary-language research questions in that AI tool, while developers can also feed the data into internal reports or automation. The Web research screens and AI-host workflows are different ways to use the service; each function below identifies the relevant route.
Use scenario documented in official materials
ZooData’s OpenClaw guide uses the stroller market as an example: the operator asks whether it is worth entering, and the configured Market Entry Analyzer identifies the category, retrieves market metrics, filters products and returns an enter, caution or avoid assessment with reasons. The useful output is a research judgment grounded in retrieved data, which the team can examine before deciding what to investigate or source next.
Amazon research covers category opportunities, product selection, competitors, customer reviews and keywords. TikTok research adds product and creator/video data, while the image, web-extraction and AI workflow tools support other collection and analysis tasks.
Web research tools serve manual queries; functions described as APIs need a connected tool, and Skills run in the team’s AI assistant. The groups show different research jobs, rather than a single process that runs every function automatically.
What each module does and its role
The ZooData module descriptions explain the roles of Amazon market opportunities, Amazon product screening, Amazon competitors and history, and Amazon customer review insights.
Amazon market opportunities
Before entering a new category, an operator can use Market Research to compare demand, price levels and competition across niches. The Web page lets the operator choose a category, time period and product sample, then filter by sales signals, brand concentration and the share of new products. This helps narrow the categories worth investigating and spot markets dominated by a few brands. These statistics describe product samples, rather than a complete account of every sale in the market.
Amazon product screening
Product Research helps an operator turn a broad category into a shortlist of products to investigate. The Web page offers presets such as new products, rising sales and beginner recommendations, together with filters for price, monthly sales, review count, rating, listing age and fulfillment method. For example, a team can look for products within its target price range that show demand but have relatively few reviews. Sales estimates and ranking signals help screen candidates; they do not establish sourcing costs or the profit the team could earn.
Amazon competitors and history
Competitor Research helps an operator identify comparable products and understand how they compete. A search can start with a keyword, brand, seller or Amazon product ID (ASIN); ZooData also provides current product details and historical records for price, sales rank, ratings and other supported fields. Comparing today’s position with the historical record helps investigate whether a competitor has changed price, improved its sales rank or accumulated more reviews. Product, history and current-detail queries provide different fields and update intervals, so one snapshot should not be treated as a continuously updated view of every metric.
Amazon customer review insights
VoC Analysis helps a team understand what buyers praise, complain about and want improved before developing a product or rewriting its listing. The operator enters product IDs or a category and chooses a period; ZooData aggregates sentiment, ratings, pain points, purchase reasons and usage scenarios. These findings can guide product-improvement questions and identify benefits or concerns that the listing should explain. The aggregate analysis is separate from individual review text, which is available through a different review-search function.
Amazon keyword research
Keyword Research helps an operator investigate what shoppers search for and how products appear around those queries. Starting with a keyword or ASIN, the documented functions support related-term discovery, demand and trend analysis, competitor keyword lookup and product traffic-term analysis. The results can help build a keyword research list and investigate changes in search visibility. ZooData’s search and exposure signals are estimates; conclusions about actual conversion, advertising profitability or bid amounts also require the seller’s performance and cost data.
TikTok Shop product research
TikTok Shop research helps an operator find products gaining sales and compare the shops and items competing in the same niche. Its Web pages support product discovery and competitor lookup using categories, keywords, product IDs and shop information, with filters such as price, recent sales, growth, ratings and shipping. The documented data service also supplies current product details, inventory and variants for selected products. The current product-data documentation specifies the US market; Amazon’s research functions should not be assumed to have identical TikTok coverage.
TikTok creator and video research
For a team planning creator collaborations or researching content, ZooData provides APIs to find TikTok creators and videos by category, audience and commerce-related signals. Documented filters include creator attributes, video views, engagement, publication time and whether a video features a shoppable product. These results can supply a shortlist for the team’s own creator or content analysis; using this capability requires a connected tool or implementation, and the creator snapshot is currently scoped to the US. Sales of products a creator promoted are not automatically sales attributable to that creator.
Fashion and product matching
Fashion teams can use ZooData’s image and search APIs to investigate similar styles from a picture or a text description. The documented functions detect clothing and accessories within an image and search for similar fashion products, returning information such as title, brand, price, image and retailer link. A separate ecommerce relevance function can reorder a supplied set of product descriptions against a search query. These are functions for a connected research or search tool; placing them in a store requires integration rather than simply activating a storefront widget.
Web research extraction
Web extraction helps an operator or connected AI tool collect usable research material from a public product page or article. The homepage provides a URL input, while the WebTools service can return clean text or structured summaries containing the title, key facts and main entities. Its API also documents web search, site-link discovery and multi-page crawling for broader collection tasks. The result is source material for comparison or analysis; pages that refuse access may return an error instead of usable content.
AI reports and monitoring
ZooData publishes Skills: prepared research workflows that run inside a compatible AI assistant after the team connects its ZooData API key. They guide the assistant through jobs such as market-entry assessment, opportunity discovery and competitor analysis; the pricing and listing-audit Skills describe price recommendations, issue lists and suggested copy. Daily Market Radar uses a saved baseline to compare later observations and report changes, with recurring runs requiring scheduling in the host environment. Reports, price suggestions and copy drafts still need the team’s judgment and execution; they do not by themselves change store prices or publish listings.
ZooData API credits and Web Plans pricing
View official pricing detailsChoose by how the data will be used: API credits pay for calls from software or agents, while Web Plans provide browser research and export access. ZooData’s API quick start begins with a free account and API key, without a Web Pro prerequisite. Budget for both paid offers only when the team needs paid API usage as well as Web Pro benefits.
Simple Credit-Based Pricing
For teams calling ZooData from software or AI agents to retrieve product, market and competitor data. API calls consume credits at rates that vary by endpoint; credits are bought as needed, with no subscription or seat fee. Top up suits occasional use because its credits never expire; the four fixed packages offer lower unit prices but expire after six months.
| Product or sales surface | Scope | Public price and status |
|---|---|---|
| Top up | Custom credit purchase for occasional API use; credits never expire. Included plan entitlements
| From $10 for 5,000 credits; $2 per 1,000 credits |
| Basic | 50,000 credits, six months, 120 RPM, 10 concurrent Included plan entitlements
| $69 one-time |
| Standard | 300,000 credits, six months, 180 RPM, 20 concurrent Included plan entitlements
| $299 one-time |
| Advanced | 1.5M credits, six months, 300 RPM, 50 concurrent Included plan entitlements
| $999 one-time |
| Ultimate | 10M credits, six months, 600 RPM, 100 concurrent Included plan entitlements
| $4,499 one-time |
Web Plans
For people doing research and exporting data in the browser. Free provides basic research and limited exports; Pro adds unlimited research and exports plus priority support. These are Web access benefits: the published Pro plan does not list an API credit allowance, so its unlimited research should not be treated as unlimited API calls.
| Product or sales surface | Scope | Public price and status |
|---|---|---|
| Free | Basic browser research with limited data exports. Included plan entitlements
| $0 |
| Pro | For regular browser research requiring unlimited exports and priority support. Included plan entitlements
| $29 monthly$276/year ($23/month equivalent) |
Generative AI is ZooData’s separate service for calling AI models through an OpenAI-compatible API. It charges a USD balance by token usage, with prices depending on the model and volume; contact sales for a quote and balance activation. The USD balance and Data Products credits are not interchangeable; enterprise wallet consolidation requires a sales arrangement. Neither table above represents this model service.
ZooData alternatives compared
| Product | Product scope | Best-fit scenarios and implementation responsibilities | Pricing and billing |
|---|---|---|---|
| ZooDataCurrent product | ZooData Data Products is a commerce-data API and web-extraction service for developers and research teams that need structured product and business data for analysis and automated workflows. | Best fitConsider ZooData for structured commerce data delivered through APIs and web extraction. Compare Jungle Scout for Amazon product opportunities, supplier research and market analysis, and Helium 10 for Amazon seller research combined with listing, advertising and profit tools. ImplementationYour team would define data requirements, set up API or extraction inputs and maintain downstream analysis. | |
| Jungle Scout | Jungle Scout is an Amazon product-research and seller-analytics platform for sellers who need to validate niches, keywords, suppliers, and sales estimates before sourcing or listing a product. | Best fitConsider Jungle Scout for Amazon product opportunities, supplier research and market analysis when comparing it with ZooData. ImplementationWith Jungle Scout, your team would set market criteria, compare estimates and validate products and suppliers. Official product and workflow ↗ | Confirm current billing terms before buying. 50 tracked products with 30 days of history; 500 sales estimates/month. 150 tracked products with 6 months of history; 1,000 sales estimates/month. Cobalt: Custom quote For enterprises and brands with annual corporate revenue above $1 million. Official pricing ↗ |
| Helium 10 | Helium 10 is a seller-operations suite for Amazon, Walmart, and TikTok Shop teams that need to research demand and keywords, improve listings and ads, and monitor profit. | Best fitConsider Helium 10 for Amazon seller research combined with listing, advertising and profit tools when comparing it with ZooData. ImplementationWith Helium 10, your team would choose research tools, validate keywords and configure any connected seller workflows. Official product and workflow ↗ | Confirm current billing terms before buying. 1 user, 2 seller accounts; 20 tracked ASINs and 3 Market Tracker markets, with both subject to lifetime limits. 5 users, 10 seller accounts; 1,000 tracked ASINs and 5 Market Tracker markets, with both subject to lifetime limits. Official pricing ↗ |
| SellerSprite | SellerSprite is an Amazon product and keyword research platform with ASIN lookup and competitor tracking. | Best fitConsider SellerSprite for Amazon product and keyword research with competitor tracking when comparing it with ZooData. ImplementationWith SellerSprite, your team would choose the marketplace, check keyword and product data and maintain tracked targets. Official product and workflow ↗ | Confirm current billing terms before buying. The captured monthly offer displays Basic at $39 USD, Standard at $79 USD, and Advanced at $129 USD; these are three distinct plans. Annual billing and team or API scope must be checked separately; do not treat a promotional amount as the regular list price. Official pricing ↗ |
| Data Dive | DataDive is an Amazon seller research tool for checking product niches, keywords and competitors, then preparing for listing and launch work. | Best fitConsider Data Dive for comparing Amazon niches and keywords before listing and launch work when comparing it with ZooData. ImplementationWith Data Dive, your team would choose competitor products, conduct keyword research and review listing coverage. Official product and workflow ↗ | A comparable current amount has not been confirmed for this purchase scope; use the official pricing source to check the plan, billing unit and additional charges. Official commercial information ↗ |
| SmartScout | SmartScout is an Amazon market-intelligence platform for brands, agencies, and sellers that need to research products, sellers, brands, and search terms before making sourcing or listing decisions or conducting competitive analysis. | Best fitConsider SmartScout for mapping Amazon brands, sellers and category competition when comparing it with ZooData. ImplementationWith SmartScout, your team would choose categories and brands, filter market data and validate shortlisted opportunities. Official product and workflow ↗ | Confirm current billing terms before buying. 1 user; 1 custom segment; 1 AI Scorecard audit/month. 1 user; 5 custom segments; 10 AI Scorecard audits/month. Official pricing ↗ |
ZooData FAQs
ZooData FAQs address “Is ZooData an Amazon or TikTok Shop app?” and “Does Web Pro include API credits?”
Is ZooData an Amazon or TikTok Shop app?
No matching marketplace listing was found in this refresh. The official product describes Amazon and TikTok Shop as data coverage; API and Web access remain separate from a native store installation.
Does Web Pro include API credits?
The published Web Pro benefits are unlimited browser research, unlimited data exports and priority support; no API credit allowance is listed. API access starts with an API key and 1,000 free registration credits. Beyond the available credits, API usage requires a separate top-up or credit package; buying Web Pro should not be assumed to cover it.
What should a pilot validate?
Test one endpoint and market against a known sample, then measure required-field coverage, freshness, outliers, credit use, retries and concurrency before scaling.
API connections
Requires API development
Connect ZooData’s product search API to a LangChain tool so your agent can retrieve Amazon product records for product and competitor research. You need a ZooData API key and code to send requests and handle the returned data.
Sources
The sources for ZooData include github.com, www.producthunt.com, zoodata.ai; the linked documents are references for checking product, purchase or review information, with applicability still to be verified.
- Official features
- Official API documentation
- Official pricing
- Official pricing configuration
- Separate Generative AI pricing
- Product Hunt product page
- ZooData Web research tools
- Amazon product filters
- Amazon market research
- Amazon review insights
- TikTok Shop product research
- ZooData OpenAPI specification
- Official ZooData Skills
- ZooData Skills in OpenClaw
- Fashion image research APIs
- ZooData’s LangChain example
User reviews
The ZooData review section lets readers submit ratings and written accounts of their experiences separately from the page’s editorial assessment.