AEO for consumer insights platforms: AI search visibility ranking
How AI search engines rank consumer insights platforms by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Consumer insights platforms used to gather audience intelligence, market feedback, brand perception, and buyer research for strategic decisions. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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In the realm of Consumer insights platforms, AI engines consistently highlight Zappi as the leading brand. Whether you're asking ChatGPT, Claude, or Google AI, Zappi often emerges as the top choice, cited 62.5% of the time. Other notable brands include GWI and Quantilope, which also receive frequent mentions from these AI systems.
The reason behind these rankings is the reliance on top-cited sources such as g2.com, guideflow.com, and greenbook.org. These websites, often aggregator and review sites, heavily influence the AI recommendations because they compile detailed and updated reviews from industry users and experts, creating a reliable picture of the brand landscape.
For buyers evaluating Consumer insights platforms, this page offers valuable perspectives based on AI preferences, which appreciate up-to-date reviews and third-party validation. When selecting a brand, consider the sources of authority and recent user feedback, which provide insights into the platforms' performance and relevance to specific needs.
At a glance
What we observed in this category
Zappi leads the consumer insights platforms category with a composite score of 18.8, driven entirely by a citation rate of 62.5 percent. Every other brand scores 3.8 or below, meaning Zappi is cited five times more often than its nearest rivals GWI, Quantilope, and SurveyMonkey, each sitting at 12.5 percent citation. This concentration at the top is striking given that all 20 brands record zero visibility, making citation the sole differentiator across the entire category.
Visibility and citation are fully decoupled in this category: every brand, including the category leader Zappi, posts 0.0 percent visibility, yet citation rates range from 0.0 to 62.5 percent. This means Google AI Mode is referencing sources without surfacing brand-owned content in direct responses. Ipsos, Morning Consult, Attest, Toluna, dscout, and Brandwatch all score zero on both metrics, confirming that being a large or well-known brand does not translate into AI citation here.
The top cited sources in this category are third-party review and directory sites, led by g2.com and greenbook.org, alongside niche outlets such as guideflow.com, thecxlead.com, conveo.ai, and rivaltech.com. Reddit also appears in the cited sources list. Zappi.io is the only brand-owned domain in the top cited sources, which likely explains its outsized citation advantage. GWI, Quantilope, and Brandwatch each suffered visibility drops of 37.5 points versus the prior period, signalling a broad reset in how Google AI Mode surfaces this category.
Movers & shakers since last refresh
Biggest visibility fallers
-
GWI 38% → 0% · rank #2 → #2-38pp
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Quantilope 38% → 0% · rank #1 → #3-38pp
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Brandwatch 38% → 0% · rank #3 → #10-38pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
zappi.io
|
0% | 62% | Google AI Mode |
Zappi holds a 62.5 percent citation rate, more than five times the 12.5 percent of its nearest peers, and is the only brand-owned domain appearing in the top cited sources list. |
||||
| 2 |
gwi.com
|
0% | 12% | Google AI Mode |
GWI ties with Quantilope and SurveyMonkey at 12.5 percent citation and a composite score of 3.8, but has fallen from 37.5 percent visibility in the prior period to zero visibility now. |
||||
| 3 |
quantilope.com
|
0% | 12% | Google AI Mode |
Quantilope dropped from rank 1 to rank 3, losing 37.5 points of visibility and 50 points of citation versus the prior period, the largest citation decline of any brand in the dataset. |
||||
| 4 |
surveymonkey.com
|
0% | 12% | Google AI Mode |
SurveyMonkey matches GWI and Quantilope at 12.5 percent citation and a composite score of 3.8, with no recorded visibility change, suggesting it entered the cited set without a prior foothold. |
||||
| 5 |
ipsos.com
|
0% | 0% | Google AI Mode |
Ipsos records zero on both visibility and citation despite being one of the largest research brands in the set, placing it level with five other brands including Morning Consult and Brandwatch. |
||||
| 6 |
morningconsult.com
|
0% | 0% | Google AI Mode |
| 7 |
askattest.com
|
0% | 0% | Google AI Mode |
| 8 |
tolunacorporate.com
|
0% | 0% | Google AI Mode |
| 9 |
dscout.com
|
0% | 0% | Google AI Mode |
| 10 |
brandwatch.com
|
0% | 0% | Google AI Mode |
| 11 |
numerator.com
|
0% | 0% | Google AI Mode |
| 12 |
sparktoro.com
|
0% | 0% | Google AI Mode |
| 13 |
kantar.com
|
0% | 0% | Google AI Mode |
| 14 |
suzy.com
|
0% | 0% | Google AI Mode |
| 15 |
yougov.com
|
0% | 0% | Google AI Mode |
| 16 |
qualtrics.com
|
0% | 0% | Google AI Mode |
| 17 |
mintel.com
|
0% | 0% | Google AI Mode |
| 18 |
statista.com
|
0% | 0% | Google AI Mode |
| 19 |
nielseniq.com
|
0% | 0% | Google AI Mode |
| 20 |
euromonitor.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on consumer insights platforms, 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own consumer insights platforms 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 consumer insights platforms
Who leads AI visibility in consumer insights platforms?
Zappi leads with a composite score of 18.8 and a citation rate of 62.5 percent. No other brand scores above 3.8, and every brand in the category records zero visibility.
What sources does Google AI Mode cite most for consumer insights platform research?
Google AI Mode anchors primarily on third-party sources including g2.com, greenbook.org, guideflow.com, thecxlead.com, conveo.ai, rivaltech.com, and reddit.com. Zappi.io is the only brand-owned domain appearing in the top cited sources list.
Why do brands in this category have zero visibility but non-zero citation rates?
Google AI Mode is referencing sources without surfacing brand-owned content in its direct responses, meaning citation and visibility are fully decoupled across all 20 brands in this category.
Which brands have lost the most AI visibility recently in this category?
GWI, Quantilope, and Brandwatch each lost 37.5 percentage points of visibility versus the prior period, falling to zero. Quantilope also lost 50 points of citation rate, the steepest decline recorded.
Does brand size or market recognition improve AI citation in this category?
Not based on this data. Ipsos, Morning Consult, and Brandwatch all record zero citation and zero visibility, while smaller or more specialist brands such as Zappi and Quantilope score higher.
How concentrated is AI citation in this category?
Citation is heavily concentrated: Zappi holds 62.5 percent, three brands share 12.5 percent each, and the remaining 16 brands record zero citation, against a category average of just 5.0 percent.