Top Alternatives to Earnest for Transaction Data in 2025

Key Highlights:

Use Cases by Function

Top 8 Providers Reviewed

7 Key Selection Criteria

Earnest—now a part of Consumer Edge (CE) focuses on curated dashboards and aggregated offerings.  Known for their dashboard offerings that provide insights to buy-side analysts looking for ticker-level analysis. They have gained traction in the corporate, retail, and restaurant sectors, but historically have lacked key data points and insights derived from SKU-level data and the granularity it brings. Earnest may fall short for certain roles and segments, like FP&A leaders needing to see full wallet coverage and deep competitive analysis/market share analysis.

Why Teams Replace Earnest

  • 3–5‑day refresh lag— fine for weekly investor notes, thin for intraday promo optimization
  • Shared data lineage— relies on Affinity + Yodlee pipes that many other vendors also license, eroding uniqueness
  • Merchant-level ceiling— historically no SKU, store, basket, return, or promo flags; gross to net math requires guesswork
  • Single pipe concentration risk— one issuer renegotiation could clip panel volume overnight

Comparing Earnest Analytics Alternatives

Facteus
Alternative Providers (Earnest)
Receipt Panels
Survey Data
Mobile Location Data

Data Source

Includes sales transactions, surveys, GPS

Sales Transaction

Sales Transaction

Sales Transaction

Survey

GPS, cell tower ping

Retailer Breadth

5M physical locations

1M online retailers

400k physical locations

44k physical locations

NA

Similar

Consumer Breadth

180M active cardholders

100M cardholders (~50M active)

1M receipt panelists

500-1000 panelists

Large

Consumer Depth

Includes demos, affinities, cross-shopping

Good

Good

Good

Good

Mediocre

Transaction Depth

Includes store vs. UPC

Store, UPC

Store, UPC

UPC

Can be product level

Store

Time Granularity

Includes day part, day, week

Good

Good

Good

Poor

Good

Speed

<48hrs

Typically >5 days

Typically >7 days

Slow

7-21 days

Custom Questions

NA

Sometimes an add’tl service

Sometimes an add’tl service

Yes

NA

Facteus

Facteus ingests 185 M+ credit, debit, prepaid, and commercial cards, delivering 1‑day lag, store IDs, SKU tags (≈72 % attach rate), and channel flags (online, in‑store, curbside). The panel is statistically re‑balanced across income, age, and region. Data ships via REST, S3/Parquet, and Snowflake Secure Share, with a dbt‑ready schema published on GitHub. Because data is fully synthetic, procurement risk is low, and feeds propagate across finance, ops, and data‑science clouds without silo limits. Typical Earnest customers keep its dashboards for “narrative edge” and run Facteus underneath for predictive modelling, promo lift decomposition, and omni‑channel share.

Who Should Switch — or Augment — Earnest

Use Case
Earnest Limitation
Facteus (or Other) Advantage

Intraday promo lifts

3–5‑day lag

1‑day lag SKU feeds (Facteus)

Basket mix & returns

Merchant‑level only

SKU, basket, return flags (Facteus)

Debit & B2B share

Credit‑only panel

Debit, prepaid, B2B lines (Facteus + Yodlee)

ML feature pipelines

CSV caps, pricey API

Parquet/Snowflake, dbt‑ready (Facteus)

Income bias correction

High‑income skew

Census‑balanced synthetic panel (Facteus)

Final Take

Earnest remains a story-first tool for gauging upscale discretionary momentum. For weekly HQ readouts and investor calls, its polished curves outperform raw feeds. But when planners need daily precision, or SKU detail, Earnest alone falls short. Facteus plugs those gaps—delivering 1-day, SKU-rich, PII-free data that pipes into ML stacks and omnichannel dashboards. The most resilient analytics shops pair Earnest’s narrative edge with Facteus’ modelling muscle, ensuring both the story and the statistics are right.

→ Request a demo to see how Facteus complements or replaces Earnest in your workflow.

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