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H6CA48310
VON WILPERT, MARNI Open seat
5.7
Influence Score · 2026
Modestly backed
Non-incumbent — only contributions, independent expenditures, and dark-money exposure are scored.
Lobbying, vote alignment, bundle timing, and trade direction require committee assignments and
roll-call records, neither of which exist for a non-sitting candidate. Maximum reachable score is
about 23, on a challenger-only scale — incumbents are scored 0–100 across all twelve axes, so the two
are not directly comparable. See methodology.
Score components
| Axis | Raw | Normalized (pts) | Coverage |
|---|---|---|---|
| Direct contributions | $951K | 3.61 | 2026 cycle, principal committee |
| Outside spending — direct support | $1.91M | — | PACs that directly supported this candidate |
| Outside spending — indirect (OPPOSE against opponents) | $549K | — | OPPOSE spending against opponents in the same race, attributed proportionally |
| Outside spending — OPPOSE against this candidate | $706K | — | PACs that spent to defeat this candidate (not scored on this axis) |
| Total outside spending in favor | $2.46M | 2.11 | direct + indirect — drives the outside-spending axis |
| Lobbying exposure | — | — | Requires committee assignment |
| Vote alignment | — | — | Requires voting record |
| Contribution timing — money arriving near key votes | — | — | Requires recorded-vote calendar |
| Dark-money exposure | 0.0000 | 0.00 | Disclosed-vs-dark outside spending share |
| Personal trade direction | — | — | Requires STOCK Act filings |
Race matchup CA-48
| Candidate | Party | Status | Direct $ | Outside $ | Score | Tier |
|---|---|---|---|---|---|---|
| ISSA, DARRELL | REP | Inc. | $382K | $231K | 50.5 | Least exposed |
| DESMOND, JIM | REP | Open | $1.45M | $640K | 6.6 | Modestly backed |
| VON WILPERT, MARNI | DEM | Open | $951K | $2.46M | 5.7 | Modestly backed |
| RIKER, BRANDON | DEM | Open | $718K | $922K | 4.0 | Modestly backed |
| CAMPA-NAJJAR, AMMAR | DEM | Open | $530K | $1.57M | 3.7 | Modestly backed |
| DIXIT, ANUJ | DEM | Open | $384K | $649K | 2.5 | Lightly backed |
| CHAVEZ, ABEL | DEM | Open | $54K | $649K | 1.3 | Lightly backed |
| RYANS, JERLILIA MS. | DEM | Open | $5K | $649K | 1.1 | Lightly backed |
Challenger and open-seat scores reflect contributions, outside spending, and dark-money exposure only — a maximum of about 23. They are not directly comparable to incumbent scores, which run 0–100 across all twelve axes. Compare the dollar columns (Direct $, Outside $) for a like-for-like view.