Incretium A briefing published by Incretium
Data Yield. Intelligence compounds.
The economics of proprietary content and data
Deal flow is getting heavier while the comparable set gets thinner. Catalog agreements are being announced weekly with no rate on the page, and the few disclosed licensing lines are moving the wrong way. Data Yield reconstructs the structure behind the announcements and holds the numbers that can actually be sourced, because that asymmetry favors the buyer and the seller should know it.
Reddit, Q2 2026
5.3%
Data licensing line as a share of total revenue
Wiley, Q1 fiscal 2027
3.6%
AI revenue as a share of total revenue
Working band
3 to 5%
What a disclosed licensing line is worth to a content business
Anthropic settlement
$3,000
Per pirated title, the shadow price of not taking a licence
What runs in it

Structure before headline value

Most announcements disclose a relationship and nothing else. The issue asks the questions the release skipped: how long is the term, is it exclusive, is the money per unit or a lump sum, who audits, who can take material down, and what happens to derivatives.

Comparables with a stated basis

Two disclosed lines from two different corpora only produce a usable band if the definitions are named. When they are not identical, the issue says so and prints the band anyway, with the caveat attached rather than buried.

Who reads it

  • Corporate development and licensing teams pricing an archive
  • Investors and lenders underwriting content and data assets
  • Counsel and negotiators drafting the terms
  • Operators deciding whether to license, withhold, or litigate

Sourcing

  • Filings, complaints, releases, earnings calls and registration statements first
  • A value or term that cannot be confirmed in the primary document runs as unconfirmed
  • Litigation is read for the price it sets, not for the drama
What it will not print

A comparable that cannot be traced to a filing or a release

When outlets carry dollar figures for a deal and none of those figures appear in a primary document, the issue says that it declined to print them and explains what is actually known. A number you cannot source is worse than no number, because it ends up in someone's model.

A recent issue
Data Yield
Thursday, 10 September 2026

UMG signs ElevenLabs, Wiley's AI line falls by half. The third major catalog deal in three days, and like the two before it, no rate on the page. In the same week Wiley reported the one number this market actually has, and it went the wrong way.

A multi-year agreement that discloses nothing

No term, no territory, no exclusivity. The only visible structure is the one that has become standard in music: artist level opt-in, participation in a product, and no per recording training fee. A label taking platform participation instead of a corpus fee is accepting equity-like risk on someone else's roadmap.

One-time against recurring, in one line

$10.5 million model training, $3.5 million recurring. Against $29 million of largely non-recurring licensing in the year-ago quarter. A corpus sold once is not an annuity, and the guidance is being spent on converting one into the other.

Condensed from a live issue. Sends carry the primary sources linked inline.

Format

A lede of two or three sentences, then three to five items, each carrying a specific term, figure or comparable. A comparables block closes the issue when there is a band worth stating.

Every issue ends with what was checked and what was deliberately left out.

Cadence

Sent as the deal flow warrants. A quiet day runs short and says it was quiet.

Price

Free, with no paywall and no advertising in the send.

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