co/efficient demo / Polling & Survey Research

Strategic Polling& Research

Measure the race, test messages, understand key audiences, and track movement over time with polling built for campaign decisions.

SAMPLE DATA ONLY All figures are simulated.
DemoSample Polling Report
Sample Campaign  |  January 15-19, 2026  |  n=1,570 Likely Voters  |  MoE +/-2.5%
Candidate Images
Favorability ratings for tested candidates
c/e
co/efficient Insight
Johnson and Anderson are tied for the strongest net image at +7, but Johnson has the advantage on name recognition.
Sample insight shown for demo purposes.
Favorability Ratings
Favorable
Unsure
Never Heard
Unfavorable
Name Recognition
Johnson
92%
Anderson
88%
Smith
87%
Franklin
61%
Roberts
56%
Net Favorability
Johnson+7
Anderson+7
Smith+3
Franklin-2
Roberts-3
Ballot Scores
If the election for U.S. Senate were held today, who would you vote for?
c/e
co/efficient Insight
Smith holds a narrow 3-point lead, but 14% undecided and a Roberts edge with Independents keep the persuadable middle highly competitive.
Sample insight shown for demo purposes.
Initial Ballot
Smith (R)
43%
Roberts (D)
40%
Franklin (I)
3%
Undecided
14%
Smith +3
Outside margin of error
Key Battlegrounds
Indep/Oth 30% / 32% Roberts +2
Female 42% / 40% Smith +2
35-44 40% / 40% Tied
18-34 35% / 38% Roberts +3
Moderate 35% / 38% Roberts +3
Smith leads across 65+, conservative, and male voters. Closing the gap with moderates and 18-34 is critical.
Vote Intensity
Smith (R) -- 43%
Def vote: 28%
Prob vote: 10%
Lean toward: 5%
65% hard commit (Def+Prob)
Roberts (D) -- 40%
Def vote: 24%
Prob vote: 11%
Lean toward: 5%
60% hard commit (Def+Prob)
Crosstab Breakdown
DemographicSmith (R)Roberts (D)Franklin (I)Undecided
Most Important Issues
What is the most important issue facing your community today?
c/e
co/efficient Insight
Economy / Jobs leads overall at 28%, but Immigration / Border overperforms with Independents at 22%, making it a strong secondary persuasion issue.
Sample insight shown for demo purposes.
Issue Priority
Partisan Issue Gap
Economy R32% | D20% | I28%
Immigration R16% | D14% | I22%
Healthcare R12% | D18% | I10%
Crosstab Breakdown
DemographicEconomyImmigr.HealthEduc.CrimeTaxesEnviro.Other
Message Testing
After hearing each message, are you more or less likely to support the candidate?
c/e
co/efficient Insight
After message exposure, Smith leads Roberts 47% to 38%, with Tax Cuts, Border Crisis, and Bureaucrats generating the strongest positive responses.
Sample insight shown for demo purposes.
Message Response
More Likely
No Difference
Less Likely
Regression Analysis
MessageCoeffSEpSig
Tax Cuts0.4120.0870.001***
Border Crisis0.3810.0910.003***
Bureaucrats0.2940.0940.012**
Antisemitism0.2270.1020.026**
Tariffs-0.0480.0980.624n.s.
Dom. Drilling0.0110.0990.912n.s.
Double Talk-0.1020.0960.287n.s.

*** p < 0.01   ** p < 0.05   n.s. = not significant

Informed Ballot
Ballot after message exposure
Smith (R)
47%
Roberts (D)
38%
Franklin (I)
3%
Undecided
12%
Smith +4 Roberts -2 Undec -2
Top Performers
Highest "more likely" responses
Tax Cuts53%
Border Crisis50%
Bureaucrats49%
Information Flow Analysis
Three-question battery: penetration, channel, and impact
c/e
co/efficient Insight
Our message penetration grew from 28% to 68%, outpacing the opponent and ending January with a 13-point advantage.
Sample insight shown for demo purposes.
Message Penetration
Ours Opp
+40 pts
Our growth
+13 pts
Advantage (Jan)
Channel Penetration
TV Mail Digital Other
ChannelAugSepNovDecJanChg
TV/Cable12%19%28%34%38%+26
Mail8%14%22%27%31%+23
Social/Digital10%16%21%24%28%+18
Other5%7%9%11%12%+7
Our Impact
Less More
Net +26
44% more / 18% less
Opponent Impact
Less More
Net -8
24% more / 32% less
Trend Analysis
Tracking key metrics across 6 survey waves -- June 2025 through January 2026
c/e
co/efficient Insight
As undecided voters fall from 27% to 17%, Smith gains 7 points and turns a 1-point deficit into a 3-point lead.
Sample insight shown for demo purposes.
Horse Race Ballot Trend
Smith (R) Roberts (D) Undecided
Candidate Fav
JunJan
52% 62%
+10 pts
Opponent Unfav
JunJan
36% 44%
+8 pts (rising negatives)
Right Direction
JunJan
33% 42%
+9 pts
Wave Summary
Smith: 36% -> 43% +7 Roberts: 37% -> 40% +3 Margin: -1 -> +3 Undecided: 27% -> 17% -10
Methodology
Study design, data collection, and quality assurance
Sample Size
n = 1,570 Likely Voters
Field Dates
January 15-19, 2026
Margin of Error
+/-2.5% at 95% CI
Mode
Multi-Mode
Geography
Statewide
Universe
Likely Voters
Language
English and Spanish
Sponsor
Sample Campaign Cmte
Weighting & Quality

Data weighted to match expected electorate by party, gender, age, race/ethnicity, and geography using iterative raking. LV screen used self-reported vote intention, past vote history, and stated interest.

Sample Demographics
DemographicSampleTarget
Republican36%35%
Democrat34%34%
Indep / Other30%31%
Female52%53%
Male48%47%
18-3418%17%
35-4416%16%
45-5419%19%
55-6421%22%
65+26%26%
White62%63%
Black14%13%
Hispanic16%16%
Other8%8%
Urban34%33%
Suburban42%43%
Rural24%24%