AEO for market research panels: AI search visibility ranking
How AI search engines rank market research panels by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Market research panel providers used by brands and researchers to recruit survey respondents, run quantitative studies, and gather audience insights at scale. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When buyers inquire about Market research panels, AI engines frequently spotlight Respondent as the leader, with a notable visibility of 37.5 percent. Other top brands like QuestionPro Audience and SurveyMonkey Audience also emerge frequently. Respondent's position as a leader is supported by its citation in 12.5 percent of AI-generated responses.
The prominence of these brands in AI responses is influenced by the domains they are cited from most often. Sources like quirks.com, greenbook.org, and questionpro.com serve as key references. Many are aggregator and review sites, emphasizing feedback from diverse user experiences and expert reviews, which solidifies the rankings of these brands.
For buyers evaluating this list, understanding why AI engines value these brands can be crucial. AI systems prioritize recent reviews and third-party validation, which suggest authority in specific subcategories. Focusing on brands with high topical authority and visibility in cited sources can guide decision-making aligned with AI-driven insights.
At a glance
What we observed in this category
Respondent leads the market research panels category with a visibility score of 37.5%, more than three times the nearest competitors QuestionPro Audience and SurveyMonkey Audience, both at 12.5%. The category average visibility is just 3.1%, meaning Respondent sits at roughly 12 times the average. That gap is significant because 15 of the 20 tracked brands score zero visibility, indicating the AI is concentrating attention on a very small set of names rather than distributing recognition across the category.
A notable divergence exists between being named and being cited. Respondent has the highest visibility at 37.5% but a citation rate of only 12.5%. QuestionPro Audience inverts this pattern, with visibility of 12.5% but citations of 37.5%, making it the most cited brand in the category despite ranking second. SurveyMonkey Audience follows a similar pattern, cited at 25.0% against 12.5% visibility. PureSpectrum receives citations at 12.5% while holding zero visibility, confirming that AI citation does not require active brand mentions in answers.
Google AI Mode is the dominant engine across all ranked brands, recorded as the top engine for every brand in the dataset. Third-party industry sources anchor the citation landscape heavily: quirks.com and greenbook.org appear before any vendor domain in the top cited sources list. Brand-owned domains like questionpro.com and surveymonkey.com do appear in that list, but specialist research directories and aggregators are providing the structural frame the AI draws on when constructing answers about this category.
Movers & shakers since last refresh
Biggest visibility risers
-
Respondent 25% → 38% · rank #1 → #1+12pp
-
QuestionPro Audience 0% → 12% · rank #6 → #2+12pp
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SurveyMonkey Audience 0% → 12% · rank #3 → #3+12pp
Biggest visibility fallers
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Dynata 12% → 0% · rank #4 → #12-12pp
-
Cint 12% → 0% · rank #5 → #13-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
respondent.io
|
38% | 12% | Google AI Mode |
Respondent holds 37.5% visibility, roughly 12 times the 3.1% category average, but its citation rate of 12.5% is the lowest among the top three named brands. |
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| 2 |
questionpro.com
|
12% | 38% | Google AI Mode |
QuestionPro Audience is the category's most cited brand at 37.5% citation rate, three times its 12.5% visibility score, and it jumped from rank 6 to rank 2 this period. |
||||
| 3 |
surveymonkey.com
|
12% | 25% | Google AI Mode |
SurveyMonkey Audience holds a citation rate of 25.0%, double its 12.5% visibility score, making it the second most trusted source even while tied on visibility with QuestionPro Audience. |
||||
| 4 |
purespectrum.com
|
0% | 12% | Google AI Mode |
PureSpectrum earns a 12.5% citation rate despite zero visibility, meaning AI responses reference it as a source without naming it directly in category answers. |
||||
| 5 |
suzy.com
|
0% | 0% | Google AI Mode |
Suzy scores zero on both visibility and citation, placing it among 15 brands in this dataset that have no measurable presence in Google AI Mode responses for this category. |
||||
| 6 |
qualtrics.com
|
0% | 0% | Google AI Mode |
| 7 |
aytm.com
|
0% | 0% | Google AI Mode |
| 8 |
bilendi.com
|
0% | 0% | Google AI Mode |
| 9 |
panelbase.net
|
0% | 0% | Google AI Mode |
| 10 |
norstatgroup.com
|
0% | 0% | Google AI Mode |
| 11 |
op4g.com
|
0% | 0% | Google AI Mode |
| 12 |
dynata.com
|
0% | 0% | Google AI Mode |
| 13 |
cint.com
|
0% | 0% | Google AI Mode |
| 14 |
luc.id
|
0% | 0% | Google AI Mode |
| 15 |
userinterviews.com
|
0% | 0% | Google AI Mode |
| 16 |
kantar.com
|
0% | 0% | Google AI Mode |
| 17 |
ipsos.com
|
0% | 0% | Google AI Mode |
| 18 |
tolunacorporate.com
|
0% | 0% | Google AI Mode |
| 19 |
yougov.com
|
0% | 0% | Google AI Mode |
| 20 |
prodege.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on market research panels, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this AEO ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
AEO rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own market research panels brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about AEO for market research panels
Who leads AI visibility in the market research panels category?
Respondent leads with a visibility score of 37.5%, far ahead of the next ranked brands QuestionPro Audience and SurveyMonkey Audience, both at 12.5%. The category average visibility is only 3.1%, so the gap between Respondent and the field is substantial.
Which brand is cited most often by Google AI Mode in this category?
QuestionPro Audience has the highest citation rate at 37.5%, exceeding even Respondent's 12.5% citation rate despite ranking second on overall visibility.
What sources does Google AI Mode anchor on when answering queries about market research panels?
Third-party directories quirks.com and greenbook.org appear at the top of the cited sources list, ahead of any vendor-owned domain. Brand sites questionpro.com and surveymonkey.com also appear, but industry aggregators dominate the reference frame.
How concentrated is AI visibility across the 20 tracked brands in this category?
Only 3 brands hold any visibility score above zero, with the remaining 17 brands including well-known names like Qualtrics and Bilendi scoring 0.0% visibility. This makes the category one of the most concentrated in AI representation.
Which brands have lost the most AI visibility recently in this category?
Dynata and Cint both dropped eight ranking positions each, falling from ranks 4 and 5 to ranks 12 and 13, with each losing 12.5 percentage points of visibility and dropping to zero in the current period.
Can a brand be cited by Google AI Mode without appearing in its named answers?
Yes. PureSpectrum holds a 12.5% citation rate while recording 0.0% visibility, confirming that AI responses can reference a brand as a source without surfacing it by name in the answer text.