YipitData

YipitData has the broadest data and the deepest client franchise in this segment. It reports more than 40 always-on sources, including a consumer receipt panel of 11 to 12 million people that it owns and operates, and serves more than 650 customers. Reported ARR of about $280m, growing above 30%, is the largest disclosed in this segment. Its Research & Metrics MCP server went live on 22 June 2026 and reached version 1.2 within three weeks, putting reports, KPI time series and chart data inside Claude and ChatGPT Enterprise under each user's entitlement.

Enterprise evidence and commercial terms lag the data. We did not locate a SOC 2 report, ISO 27001 or SSO documentation, or a public description of how sources are screened for consent and MNPI. Insight Agent's 99% accuracy figure is from internal evaluations, pricing is not published, and contracts are reported to be prepaid and non-cancellable. Carlyle, which led a round of up to $475m in December 2021, was reported in August 2026 to be exploring a sale at $2.5bn to $3bn with Goldman Sachs.

We initiate at 6.47, Emerging, with the outlook Under Evaluation. Product Capability (7.33) leads the segment, Data & Content (6.92) shares the lead with Advan and Workflow Fit is 7.08; Commercial Value, at 4.58, is the weakest dimension. The outlook reflects assignment and continuity questions while a sale is explored; published security attestations would move the score most.

Strengths

• Owned panels. A consumer receipt panel of 11 to 12 million people that the company owns and operates, alongside card, B2B-spend and cloud-spend data.
• Coverage. An enterprise feed across about 2,600 global tickers and data on 250,000+ private companies (Sacra).
• Research depth. Analyst-written reports with chart backing data, a Key Metrics Grid and a forward publishing calendar.
• AI-assistant delivery. A remote MCP server with 12 tools for Claude and ChatGPT Enterprise, scoped to each user's entitlement.
• Transparent agent. Insight Agent shows panel sizes and method, flags small samples and declines unsupported questions.
• Scale. More than 650 customers and reported ARR of about $280m growing above 30%.

Cautions

• Ownership. Carlyle is reported to be exploring a sale; buyers should review change-of-control and assignment terms.
• Assurance. We did not locate SOC 2, ISO 27001 or SSO documentation.
• Provenance. Consent and MNPI screening of sources are not publicly documented.
• Training terms. The AI addendum lets YipitData use de-identified client inputs to train its tools.
• Evidence. Accuracy and predictive-value claims are internal; no independent study was located.
• Contract terms. Annual subscriptions are reported to be prepaid and non-cancellable, with no public pricing or trial.
• Litigation history. A trade-secrets dispute with M Science over departing staff was settled privately in 2025.