About
We provide evidence‑based pricing scenarios for data assets.
Sparrow Data Group, operated by Earthloom Holdings Limited, offers evidence‑based pricing and valuation scenarios for data licensed to AI buyers.
Who operates this brand.
Sparrow Data Group is a brand of Earthloom Holdings Limited. Earthloom Holdings Limited runs this site and manages client inquiries. Contact us at hello@sparrowdatagroup.com.
How we work.
- You submit a brief describing the dataset. No source files are required at this stage.
- We verify ownership and licensing rights.
- We analyze the value drivers: rights, uniqueness, domain depth, language coverage, quality, scale, refresh cadence, and exclusivity.
- We model discount factors and produce a set of pricing scenarios.
- You use the scenarios in discussions with AI buyers.
The process is documented in a written engagement. You control what information is shared and when. We do not act as a legal advisor; your counsel reviews any contractual terms.
What we evaluate.
- Rights – clear authority to license the data.
- Uniqueness – whether the collection contains material not widely available.
- Domain depth – coverage of a specific industry or subject area.
- Language coverage – languages, dialects, and regional variants.
- Quality – accuracy, labeling, and consistency.
- Scale – volume of records or tokens.
- Refresh – frequency of updates or additions.
- Exclusivity – whether the license will be exclusive or non‑exclusive.
We present a range of possible prices for each scenario. The range helps you test buyer reactions and negotiate terms.
What we will not do.
- We do not scrape third‑party sites or collect data without confirmed rights.
- We do not sell personal data without a lawful basis.
- We do not create a formal appraisal or guarantee a price.
- We do not market data on your behalf without your explicit approval.
- We do not share any dataset details with buyers before you sign off.
Next steps.
If you want a pricing brief, start with our valuation brief form.
To gauge the strengths of your dataset, try the Data Value Scorecard.
Read more about the methodology in our How it works page or explore our service pages:
We look forward to helping you understand the commercial potential of your data assets.
Common questions
Before you begin.
What kinds of data assets do you assess?
We assess proprietary datasets that owners can legally license to AI buyers.
Do you provide a guaranteed price?
No. We deliver scenario ranges based on evidence, not a fixed appraisal.
How do you handle confidential information?
All data is reviewed under a written engagement and shared with buyers only after your approval.
What value drivers do you consider?
Rights, uniqueness, domain depth, language coverage, quality, scale, refresh frequency, and exclusivity.