Earnest Research
Sells consumer transaction and healthcare data analytics to investors and brands.
On the record
Checkpoint: Check on original Earnest staff retention and Cosmos Agent pricing traction
The call
Earnest now operates as a subsidiary inside Consumer Edge, its data panels intact but its analyst layer under pressure from its own parent's AI tool and a bigger rival.
Earnest Research sells data and analysis to investors to help them make trading and business decisions. It uses real transaction data from credit cards and other sources, plus healthcare information, which are hard for competitors to copy quickly. However, it now belongs to Consumer Edge, a company owned by private equity investors, and is being combined with other businesses. The bigger problem is that AI chatbots and new AI-powered competitors are making analyst insights cheaper and easier to find, which erodes what made Earnest special. The key question is whether Earnest keeps its own brand and team over the next year or simply disappears into Consumer Edge's other products.
Why
01
AI pressure: Consumer Edge's own Cosmos Agent (AI chat, launched 2025-2026). Its parent's Cosmos Agent lets clients query data directly, squeezing the paid analyst-insight layer Earnest used to sell. Could AI do the core job? Only partly.
02
Bigger players: YipitData. YipitData holds roughly 12% of hedge fund alt-data spend and counts Walmart as a client, far outscaling Earnest's post-acquisition footprint. Could a giant copy it? Yes, easily.
03
What protects it. Licensed panels, including Vela's 100 million-account transaction feed and healthcare data, are hard for AI tools to replicate outright.
What would change this call
Original Earnest staff headcount and brand name status by end of 2026. Shows whether Earnest survived as a distinct unit or was fully absorbed into Consumer Edge.
Cosmos Agent pricing and deal wins over the next two quarters. Indicates whether AI-driven insight tools can sustain premium pricing or accelerate commoditization.
Client retention in the healthcare-data vertical post-acquisition. Reveals whether healthcare data remains a defensible, standalone asset or erodes alongside integration.
Cosmos Agent pricing and deal wins over the next two quarters. Indicates whether AI-driven insight tools can sustain premium pricing or accelerate commoditization.
Client retention in the healthcare-data vertical post-acquisition. Reveals whether healthcare data remains a defensible, standalone asset or erodes alongside integration.
Key numbers
- Consumer Edge est. revenue $25M-$50M
- Vela panel covers about 100M accounts
- Consumer Edge headcount hit 153, up 16.8% YoY
Named risks
- Post-acquisition integration leaves Earnest brand and staff retention unresolved.
- Cosmos Agent and AI-native entrants commoditizing the analyst-insight layer that priced Earnest's premium service.
- Licensed transaction and healthcare data panels are not exclusive, limiting long-term data moat.
- Mid-tier market position behind category leader YipitData amid industry-wide margin compression.
Rivals, as read in July 2026
| Rival | Direction | Evidence |
|---|---|---|
| YipitData | losing to | Cited as category leader with about 12% of hedge fund alt-data spend, clients include Walmart |
| M Science | contesting | Named YipitData's fiercest competitor and a peer to Earnest in alt-data (2026-03-20) |
| Bloomberg Second Measure | contesting | Listed among top alternative-data providers in 2026 rankings alongside YipitData (2026-07-10) |
| FactSet | contesting | Adjacent financial-data giant competing in alt-data analytics space as of 2026-07-10 |
Questions people ask
- Is Earnest Research still an independent company?
- No. Consumer Edge announced its acquisition of Earnest Analytics (formerly Earnest Research) on April 14, 2025, and the deal closed April 28, 2025. It now operates as a data/brand asset inside Consumer Edge's Dash platform rather than as a standalone firm.
- Who owns Earnest Research now?
- Earnest Analytics is owned by Consumer Edge, a consumer alternative-data firm founded in 2009 led by CEO Bill Pecoriello and backed by Treville Capital Group since 2022. Consumer Edge completed its acquisition of Earnest on April 28, 2025.
- Is Earnest Analytics profitable?
- No verified profitability figures exist. Only unverified third-party revenue estimates circulated pre-acquisition (Earnest around $15.8M to $20M annually), and no post-acquisition profit or loss data for Consumer Edge or Earnest has been publicly disclosed as of 2026.
- Could AI replace Earnest Research's analyst services?
- Its parent Consumer Edge launched an AI chat beta in October 2025 and a conversational AI agent called Cosmos Agent in April 2026, both designed to let clients query consumer spending data directly, automating the analyst-insight layer that Earnest used to sell as a premium service.
- Who is Earnest Research's biggest competitor?
- YipitData is the category leader in alternative transaction data, cited as holding roughly 12% of hedge fund alt-data spend with clients including Walmart. Earnest, now part of Consumer Edge, is positioned as a mid-tier player behind YipitData and peer M Science.
- What happened to the Earnest Research brand?
- Earnest Research rebranded to Earnest Analytics by mid-2024, then was acquired by Consumer Edge in April 2025. Its transaction and healthcare data are being folded into Consumer Edge's Dash platform, and it is unclear whether the Earnest name will survive as a distinct brand long-term.
Timeline
- 2026-04-28Consumer Edge launches Cosmos Agent, a conversational AI tool, inside the Dash platform
- 2025-10-24Consumer Edge announces beta launch of AI-powered chat for insights
- 2025-04-28Consumer Edge completes acquisition of Earnest Analytics
- 2025-04-14Consumer Edge announces it will acquire Earnest Analytics
- 2024-06-10Earnest Research rebrands as Earnest Analytics
- 2023-07-05Earnest expands Vela Velorum transaction panel to about 100 million accounts
- 2022-11-29Earnest Analytics launches self-service platform Dash
- 2019-09-10Earnest Research closes $15M Series B led by Pivot Investment Partners
Revision history
21 July 2026
First assessed. Losing its protection. The text above is fixed as of this date and is not edited afterwards.
In the same band
Sources
- Earnest Research Closes $15M Series B Funding (2019-09-11)
- Earnest Research Joins Forces with Pivot Investment Partners... Closes $15M Series B (2019-09-10)
- Consumer Edge to Acquire Earnest Analytics (2025-04-14)
- Consumer Edge Acquires Earnest Analytics (2025-04-14)
- Earnest Research Company Profile
- Consumer Edge Company Overview, Contact Details & Competitors
- Consumer Edge - Headcount, Funding & Open Jobs (2026-06-26)
- Earnest Analytics Launches Proprietary Web-Based Platform, Dash (2022-11-29)
- Earnest Analytics launches enhanced transaction data panel called Vela Velorum (2023-07-05)
- Consumer Edge Announces Beta Launch of AI-Powered Chat (2025-10-24)
- Consumer Edge Launches Cosmos Agent (2026-04-28)
- Market Intelligence for leading brands and investors