Filings, Insiders & OwnershipExtended setexperimental liveNew

shared-lobbying-issue relative-value reversion

Updated dailyData needs: highlong onlyshort onlylong short

In plain terms

When a company drifts away from other firms lobbying on the same issue, it tends to drift back.

How it works

Trades the focal name's dislocation from a basket of firms lobbying the same policy issue, de-meaning the shared-coalition move and reverting the residual gap. The price-spillover factory does not cite a lead-lag paper for the lobbying-issue graph, so this is an exploratory cross-sectional reversion lane.

Live results

0 times picked on its own · 123 times inside a blend (118 beat the stock) · updated 2026-06-06

This strategy is a frequent ingredient in blends that combine a few strategies on one stock. It has contributed to 123 such blended picks (118 of which beat simply holding the stock). Picking it on its own is only one of the ways it shows up.

How its picks scored vs. buy & hold

Each pick is graded on a recent year it was never tuned on, against simply owning the same stock

Where its edge concentrates

Share of picks in each company-size group that beat buy & hold

How often it trades

Active vs. patient. Bars on the left mean it waits for rare setups; bars on the right mean it trades often

Return vs. buy & hold

How much each pick beat or trailed simply owning the stock over the test year (extreme microcap moves trimmed)

Loading substrate evidence…

Data dependencies

Entity graph edges
A data feed this strategy reads, refreshed on its normal schedule.
Daily prices
Adjusted-close OHLCV for every US-listed ticker; primary price feed.
Lobbying disclosures
OpenSecrets Senate LDA quarterly lobbying-spend filings.

Expected edge

Idiosyncratic reversion of a firm toward others lobbying the same issue, net of the shared policy-coalition factor; exploratory pooled-served lane.

Related families

index co-member relative-value reversionFilings, Insiders & Ownership

When a stock drifts away from the other members of its index, it tends to drift back.

shared-lobbying-issue momentum spillover (2-hop)Filings, Insiders & Ownership

Tests whether a stock follows a wider web of companies lobbying its issue when they trend.

Lobbying Peer Graph MomentumEconomy & Policy

When the TNIC product-market peers of a firm collectively ramp lobbying spend, the policy tailwind tends to lift the whole cluster.

Explore shared-lobbying-issue relative-value reversion on alphactor.ai

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