Adam Bonica (2025), On Data and Democracy (Substack newsletter) — https://data4democracy.substack.com/p/the-mothership-vortex-…
Key takeaways
- From his analysis of FEC filings, Bonica argues that a network of PACs linked to the consulting firm Mothership Strategies raised about 11M (about 1.6%) to candidates and party committees. Mothership itself received 282M from all clients.
Seeded from the abstract and a skim, before the reading in NOTE-042. What follows is what the work says about itself.
The author traces the high-pressure Democratic text and email fundraising ecosystem to one firm, Mothership Strategies, founded in 2014 by former DCCC digital staff. He describes it as sitting at the centre of an interlocking set of PACs (Progressive Turnout Project, Stop Republicans, End Citizens United, and others), some co-founded by its principals. Following the disbursements in FEC data, he argues that most of the money goes to consulting, texting vendors, payroll and further fundraising, and very little reaches campaigns. He calls on the party to cut ties with such vendors and to set efficiency standards.
Standing in the record
Filed from the survey of 2026-09-25 of work the anthology set aside as out of scope (tier C): 345 seconds of active reading over 2 sessions in the papers-feed tracker. It was filed Deferred, unread. NOTE-042 is the close reading of 2026-09-25, and it placed the work: Proposed — A plausible and important claim about political-fundraising efficiency, not established by what was published. It would be settled by a run that reproduces the figures, with the input files committed, all cycles queried and paginated fully, and independent expenditures and field spending counted explicitly in or out of “reaching campaigns”.
When seeded, before the reading in NOTE-042, the entry gave a priority for a deeper reading: low — The claims are fully captured, and the only deeper work would be auditing the replication repo. It is out of the anthology’s ML scope (t = 345 s over 2 sessions).
What the seeding asked a deeper reading to check (NOTE-042 is that reading):
- The “efficiency” denominator and numerator depend on how disbursements are classified. Before any number is cited, the replication code should be checked, especially whether independent expenditures, canvassing and advocacy count as “reaching campaigns”.
- It is an investigation published as a newsletter post, not peer-reviewed, and is attributed to its author. The named firms’ responses are not included.
- It has a data-analysis angle (FEC entity resolution), but no ML connection.
Access when seeded: The batch URL was truncated. I reconstructed the full slug, which matches the prefix and the title, and fetched the full post (author meta “Adam Bonica”; datePublished 2025-08-03T13:02Z). The body was read in full. The replication code is linked at github.com/abonica/Mothership-Strategies-FEC-Analysis. I did not open it, or the embedded visualisation. The publication name, “On Data and Democracy”, comes from the page’s Substack metadata.