Suowen Data (所问数据)

Name: Suowen Data (所问数据)
Brand: Suowen Data (所问数据)

Suowen Data (所问数据) is an enterprise analytics platform that provides predictive sales forecasting and in-depth analytics, combining historical sales analysis, forecasting models, and integrations to support planning and decision workflows.

LinkedIn 20|Website|FTEs 22|HQ Beijing, Beijing, CN

Published Sep 20, 2026

01Common complaints

- If you require clearly documented, externally audited security certifications - No public SOC2/ISO documentation was found for askingdata.com in the accessible sources. - If vendor continuity is a top priority - The court document suggesting a bankruptcy liquidation petition is a material concern; unless clarified, enterprises should treat continuity risk as a possible rejection criterion for new adoption. - If you mainly need standard BI reporting - Power BI/Tableau may be simpler and more cost-effective with broader hiring market. - If you need extensive community support and third-party ecosystem - Limited discoverable community footprint for askingdata.com compared to mainstream BI tools. - If you need transparent self-serve pricing and quick procurement - Pricing was not publicly found; procurement may require direct negotiation. - Current limitations acknowledged by the vendor - Not found in accessible sources. - Features on the roadmap - Not found in accessible sources. - Scale limitations - Not found in accessible sources. - Security or compliance gaps - Not documented publicly. - Technical debt or architectural limitations mentioned in reviews - Not found (insufficient reviews). - API limitations or integration constraints - Not found.

Deal disqualifiers: what makes a POOR fit

Organizations that primarily need dashboards/visualization and can use Power BI/Tableau cost-effectively
Buyers requiring strong publicly documented compliance (SOC2/ISO) if the vendor cannot provide documentation
Buyers with very low tolerance for vendor continuity risk (especially if bankruptcy/liquidation status is confirmed)

02Why they buy

- Claimed differentiator (based on positioning; not independently validated) - Focus on predictive analytics and in-depth sales forecasting rather than only descriptive analytics. - Differentiation vs competitors (evidence gaps) - No large, attributable customer review base was found to confirm differentiated outcomes. - Areas where competitors clearly have advantages - Power BI - Price transparency and ecosystem. - ThoughtSpot - Established positioning in search-driven/NL analytics. - AskTable - China-market NL-to-SQL messaging and deployment positioning.

03Field reports

- Key constraint - There were no clearly attributable Gartner Peer Insights / TrustRadius / G2 profiles and reviews found for 所问数据 specifically. - The "AskData" reviews found on G2 and the major Hacker News thread refer to a different US-based company/product (reported to have been acquired by a large enterprise vendor). Those reviews are not used as Suowen Data customer evidence. - Review platforms (attempted) - Gartner Peer Insights - Attempted search; no identifiable listing for 所问数据 found in accessible results. - G2 - No clear product listing for 所问数据 found. - TrustRadius - No clear product listing for 所问数据 found. - Trustburn - A Trustburn "About Asking Data" page exists, but it is not a widely recognized enterprise review platform and indicates "not verified company info," so it should be treated cautiously. - Community/Social (attempted) - Reddit - No substantive, product-specific Reddit threads about 所问数据 surfaced in accessible results. - Hacker News - The major HN thread found ("Show HN: AskData – API to Translate Natural Language-2-Sql") is for the US AskData product and includes moderator commentary about promotional behavior; it is not attributable to 所问数据. - What customers reportedly valued (proxy signals) - From coverage in the Chinese tech press, the company was described as focused on predictive analytics for sales (analysis and forecasting) and reported expansion toward finance. This is a press narrative and not verified customer review evidence. - Common criticisms and complaints - No scalable, attributable review corpus was found for 所问数据. - A bankruptcy/liquidation petition is a material operational risk indicator; absent clarification, such a legal action is commonly associated with customer concerns about support continuity and vendor viability, though direct customer quotes were not located.

Public case studies

No verifiable, detailed case studies attributable to the vendor's site were located in accessible sources.

Vendor-published metrics vs independent validation

36Kr’s article frames the company as providing in-depth sales analysis and forecasting; however, methodology, accuracy benchmarks, and third-party validation are not provided in the accessible excerpt.

Mixed results

Not available in accessible sources.

04Best fit

Company sizes

Likely mid-market to enterprise (inference), especially where forecasting has measurable economic impact.

Industries and verticals

Retail / consumer goods
- Explicitly referenced in press coverage as initial focus for 爆品预测 and retail forecasting.
Financial services
- Press coverage indicates reported expansion from retail toward finance.

Roles and personas

Decision makers
- VP/Director of Data, CIO/CTO, Head of Planning/S&OP, CFO (if forecasting impacts inventory/cash)
End users
- Planning teams, category managers, sales operations, finance planning analysts

Pain points and challenges the product addresses

Forecast accuracy and planning cycle speed
Integrating multi-source sales and inventory data into actionable predictions

Qualification criteria: what makes a GOOD fit

Clear forecasting use cases with measurable KPIs (MAPE, service level, inventory turns)
Sufficient historical data quality and stable business definitions
Executive sponsorship to operationalize model outputs into decisions

Real customer examples

Not publicly verified in accessible sources.

05The pitch

What the product does (primary function in objective terms)

- Suowen Data / Asking Data (工商全称常见为“北京所问数据科技有限公司”) describes itself as an enterprise analytics platform focused on predictive analytics and in-depth analytics, with historical emphasis on sales analysis and forecasting (based on external coverage and job listings). - External coverage characterizes the offering as using AI to provide in-depth sales analysis and sales forecasting — i.e., a predictive analytics engine rather than a general BI dashboard tool. - Important ambiguity: the domain provided by the user is the user-provided domain, but much of the globally indexed “Askdata” content on the public web refers to a different, unrelated US-based NL-to-SQL analytics vendor (previously acquired). This report is written specifically for “所问数据 / Asking Data” tied to the user-provided domain and flags where sources appear to reference the unrelated entity.

Target market and market positioning

China-based enterprise analytics vendor, intended for organizations seeking predictive analytics (forecasting) and analytics capabilities beyond basic reporting.
Based on historical reporting, initial focus was retail forecasting (爆品预测 / demand and sales forecasting) with later reported extension toward financial industry use cases.

Get a comprehensive analysis of Suowen Data (所问数据) including market position, competitive landscape, adoption trends, and peer benchmarks.

Download full report →