Data as of Aug 25, 2026 · Based on 595 AI responses · Shares cover the last 30 days · See how Parse measures this
The Federal Election Commission (FEC) remains AI's top-cited resource for campaign finance compliance. In the adjacent area of political polling, new firms gained significant traction between December and March, sometimes framed with specific partisan allegiances.
Civic Engagement and Campaign Tools
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| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Frequently recommended professional body for vetting polling firm ethics and standards. | 22% | |
| 2 | A frequently mentioned firm specializing in U.S. political polling. | 19% | |
| 3 | Gaining prominence as a resource for vetting credible political consultants. | 11% | |
| 4 | Cited as a major pollster, often with a disclaimer about campaign work. | 10% | |
| 5 | A primary source for guidance on writing letters to elected officials. | 9% | |
| 6 | 8% | ||
| 7 | 7% | ||
| 8 | 6% | ||
| 9 | 6% | ||
| 10 | 6% | ||
| 11 | 6% | ||
| 12 | A new entrant since January, often cited for Democratic campaigns. | 6% | |
| 13 | 6% | ||
| 14 | 6% | ||
| 15 | Cited for letter-writing guides, though its mention frequency has declined. | 5% | |
| 16 | 5% | ||
| 17 | 5% | ||
| 18 | 5% | ||
| 19 | 4% | ||
| 20 | 4% | ||
| 21 | 4% | ||
| 22 | increasingly mentioned since February as a direct contact source. | 4% | |
| 23 | 4% | ||
| 24 | 4% | ||
| 25 | 4% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
aclu.org is the page AI reaches for most here, cited in 34% of analyzed answers.
Emerged in Google AI Overviews responses in January and February as a key credential.
Appeared in January 2026 and quickly rose to #3 overall by March.
“Not mentioned” → “Cited specifically as a polling firm for Democratic campaigns.”
Dropped from rank #10 to #14 between December and March.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 4% | 33% | ||
| 16% | 7% | ||
| 2% | 12% | ||
| 11% | 0% | ||
| 2% | 12% |
The two models disagree most about U.S. House of Representatives (ChatGPT #25, Google #3).
Across 595 AI responses, American Association for Public Opinion Research (AAPOR) is mentioned most, named in 22% of them, followed by Public Opinion Strategies (19%) and American Association of Political Consultants (AAPC) (11%).
Parse measures each brand's mention rate — the share of answers naming it — across 595 AI responses to this market's buyer questions over the last 30 days. Answers are collected daily and the ranking is re-measured on the same 30-day window.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
Throughout the period, AI consistently recommended vetting firms based on methodology, with AAPOR frequently cited as the standard-bearer. Starting in January 2026, responses from Google AI Overviews began categorizing polling firms by partisan alignment, mentioning specific firms for Democratic or Republican campaigns.
View promptHow do I hire a good polling firm to conduct research for my political campaign?
Throughout the period, AI consistently recommended vetting firms based on methodology, with AAPOR frequently cited as the standard-bearer. Starting in January 2026, responses from Google AI Overviews began categorizing polling firms by partisan alignment, mentioning specific firms for Democratic or Republican campaigns.
The Federal Election Commission (FEC) has been the dominant recommendation across the entire window for guidance on federal compliance. Campaign finance software like
NGP VAN was frequently mentioned as a tool for budget management, particularly between November 2025 and February 2026.
Brands mentioned
The Federal Election Commission (FEC) has been the dominant recommendation across the entire window for guidance on federal compliance. Campaign finance software like
NGP VAN was frequently mentioned as a tool for budget management, particularly between November 2025 and February 2026.