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Companies with a federal lobbying filing

Buy At the Trough · Lobbying

This buys a company on the day its federal lobbying disclosure (money spent trying to influence Washington) is posted publicly, and holds it for three months. Companies that lobby have tended to beat their sector by a couple of points a quarter since this posting-date history began in mid-2024, and that holds whether the filing is the lobbyist's first or its fourth, so the rule holds the whole lobbying universe rather than a slice. What matters is which companies lobby, not the day the paperwork lands.

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Companies with a federal lobbying filing vertical poster. This buys a company on the day its federal lobbying disclosure (money spent trying to influence Washington) is posted publicly, and holds it for three months. Companies that lobby have tended to beat their sector by a couple of points a quarter since this posting-date history began in mid-2024, and that holds whether the filing is the lobbyist's first or its fourth, so the rule holds the whole lobbying universe rather than a slice. What matters is which companies lobby, not the day the paperwork lands.Companies with a federal lobbying filing landscape card. This buys a company on the day its federal lobbying disclosure (money spent trying to influence Washington) is posted publicly, and holds it for three months. Companies that lobby have tended to beat their sector by a couple of points a quarter since this posting-date history began in mid-2024, and that holds whether the filing is the lobbyist's first or its fourth, so the rule holds the whole lobbying universe rather than a slice. What matters is which companies lobby, not the day the paperwork lands.

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Updated Oct 11

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How the test works

The planned holding period in these tests is 3 months (90 days), from opening to closing an idea.

  1. Buy it when it fires

    At the next trading day’s close after the record posts — the first price anyone could have had.

  2. Hold 3 months

    The same hold for every idea — no stop, no target — so nothing flatters the numbers.

  3. Sell 3 months later

    At the next available trading close on or after the end of the hold, whatever the price.

Every number on this page uses this sell rule — the other sell rules we tested are under “The full test results and the math” below.

How it did in past tests

Research only — not yet confirmed by new trades

Publication check: Research only

Not passed yet — 4 of 16 checks:

  • Some trades have no price we could check, often at companies that later stopped trading. The range shown counts only the priced ones; counting the rest at a poor result pulls its low end below zero.
  • It needs at least 20 finished trades on 10 separate days after the rule was frozen.
  • Some of those new trades are still open; each has to finish its full hold.
  • Those new trades then have to beat similar stocks after costs, by more than luck across every rule we tried.

Passed — the other 12: Current calculation · Public disclosure dates · Complete finished trades · Every trade compared · Enough separate trading days · Positive edge after costs · Survives without the best year · Survives without the best three stocks · Survives higher costs · Rule frozen before the test · Rules tried alongside it counted · First new signals set aside.

Tested exit: 3-month hold. Historical results alone do not approve a rule for publication. New event tests include an estimated 0.20 percentage point round-trip trading cost, with a 0.50-point stress check.

New trades so far: 0 finished, across — separate days after the rule was frozen.

10 signals set aside across 2 disclosure days; 10 still need complete results. Missing results stay in the count.

Average difference in past tests+2.0 percentage pointsagainst similar stocks, over 3 months

Left: did worse · right: did better. Zero matches the comparison. pp = percentage points; the scale adjusts to include the result.

In past tests, each idea returned
+6.0%
on average after 3 months · 5,014 tries
Similar stocks returned
+4.0%
this did 2.0 percentage points better
Made money in
2,889 of 5,014
tries (58%)

5,014 tries finished the 3-month test · 338 still open · 8,806 signals ever

Past results don't predict future ones.

Similar stocks means the index fund for each idea's sector — or the S&P 500 when we can't place its sector. (The S&P 500 for 56 of 5,014 tries here.)

How it did against similar stocks2.0 percentage points better than similar stocks — over 3 months
Range for the average (95%)+0.5 pp to +3.9 pp vs similar stocks — the range the average probably falls in, not a best-to-worst case
Tested on enough tries?5,014 tries on 425 separate days ✓ enough
Works in different markets?62% from a single year ✓ spread across years
Spread across many stocks?26% from a single stock ⚠ leans on one stock
Still works without its biggest winner?+1.5 pp vs similar stocks without EBS ✓ holds up
How we grade →

The 5 newest of 5,014 finished ideas: 3 of 5 beat similar stocks — one block each, newest first

  1. CME · Jul 17, 2026 · Return +18.5% · +19.9 pp vs similar stocks
  2. ECL · Jul 17, 2026 · Return +6.7% · +6.2 pp vs similar stocks
  3. INTC · Jul 17, 2026 · Return +0.1% · −7.7 pp vs similar stocks
  4. UAL · Jul 17, 2026 · Return −12.4% · −6.2 pp vs similar stocks
  5. WDAY · Jul 17, 2026 · Return +35.6% · +27.7 pp vs similar stocks

did betterdid worseno comparison

CME · Jul 17, 2026 · Return +18.5% · +19.9 pp vs similar stocks

Inspect all 5 displayed outcomes

pp = percentage points above or below the comparable stock return.

  1. CME · Jul 17, 2026 · Return +18.5% · +19.9 pp vs similar stocks
  2. ECL · Jul 17, 2026 · Return +6.7% · +6.2 pp vs similar stocks
  3. INTC · Jul 17, 2026 · Return +0.1% · −7.7 pp vs similar stocks
  4. UAL · Jul 17, 2026 · Return −12.4% · −6.2 pp vs similar stocks
  5. WDAY · Jul 17, 2026 · Return +35.6% · +27.7 pp vs similar stocks

Ideas for the week of Oct 12

This week's list isn't set yet — it's set on the first fresh data of the week of Oct 19.

That week's 10 ideas from this rule
Members see the stocks and their weights. Weeks older than 90 days are free for everyone — pick one below.
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See the newest free week — week of Jul 13 →

Every idea

Results under the 3-month hold · 338 still open · 5,014 finished · each idea's sell day is 3 months after it fired · an open idea shows its result so far.

CMEFinished
Final return
+18.5%
vs similar stocks
+19.9 pp
Dates & source
Fired
Jul 17, 2026
Exit date
Oct 15, 2026
ECLFinished
Final return
+6.7%
vs similar stocks
+6.2 pp
Dates & source
Fired
Jul 17, 2026
Exit date
Oct 15, 2026
INTCFinished
Final return
+0.1%
vs similar stocks
−7.7 pp
Dates & source
Fired
Jul 17, 2026
Exit date
Oct 15, 2026
UALFinished
Final return
−12.4%
vs similar stocks
−6.2 pp
Dates & source
Fired
Jul 17, 2026
Exit date
Oct 15, 2026
WDAYFinished
Final return
+35.6%
vs similar stocks
+27.7 pp
Dates & source
Fired
Jul 17, 2026
Exit date
Oct 15, 2026
StockFiredStatusSell dayResultvs similar stocks (pp)
CMEJul 17, 2026FinishedOct 15, 2026+18.5%+19.9 pp
ECLJul 17, 2026FinishedOct 15, 2026+6.7%+6.2 pp
INTCJul 17, 2026FinishedOct 15, 2026+0.1%−7.7 pp
UALJul 17, 2026FinishedOct 15, 2026−12.4%−6.2 pp
WDAYJul 17, 2026FinishedOct 15, 2026+35.6%+27.7 pp

pp = percentage points: the return minus the comparable-stock return. A dash means the comparison is unavailable.

Showing 5 of 5,352 ideas

5,347 more ideas, each with its result
Members see every idea this rule fired, open and finished, under any of the sell rules we tested — and can download them.
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The full test results and the math

pp means percentage points: the difference between two returns. Actual returns are shown in %.

Average result (3 months)
+6.0%
range for the average (95%): +3.6% to +8.3%
Edge over similar stocks
+2.0 pp
range for the average (95%): +0.5 pp to +3.9 pp

Held a year instead: +28.9% on average (3,372 tries).

Steadiness (Sharpe ratio) 0.41 — choppy: how even the results were from one try to the next.

Every sell rule we tested

Every sell rule we tested, side by side, comes with membership.

Risk and style checks

  • After style factors (market, size, value, momentum…) the edge is +0.8 pp instead of +2.0 pp — part of the edge is those tilts — the real edge is smaller. Tilts: Market +0.91 · Profitability −0.40 · Investment −0.29 · R² 0.07.
  • The stocks it picked trade a median $371M a day; 1% of its ideas were in thin stocks (under $2M a day).
  • At one percent of that volume a trade is about $3.7M; with 338 ideas open now, an equal-weight book is about $1.3B.
  • The edge by market fear on the day it fired (the VIX): calm −0.5 pp (485 tries) · normal +1.9 pp (3,974 tries) · stressed +4.8 pp (555 tries).

How we test and grade every rule →