AEO for market research platforms: AI search visibility ranking
How AI search engines rank market research platforms by visibility and citations. 18 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. Market research platforms used to survey audiences, test concepts, gather panel feedback, and generate consumer insight for product and marketing 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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When buyers inquire about Market research platforms, AI engines frequently mention Qualtrics as the top brand, boasting a visibility score of 12.5 percent. SurveyMonkey and dscout also rank prominently, making them notable contenders. These brands are consistently highlighted across various AI-generated responses, reflecting their strong presence in the market.
The rankings are influenced by sources commonly cited by AI engines, including sites like google.com, youtube.com, and thealchemic.com. Such aggregators and review platforms shape visibility by providing comprehensive insights and evaluations. This reliance suggests a preference for broadly recognized brands with substantial online presence and community feedback.
For buyers reviewing this list, it's important to consider not just the brands themselves but the sources that endorse them. AI engines value brands recognized by recent reviews and third-party validations, particularly those demonstrating topical authority in specific subcategories. Evaluating brands with strong visibility across multiple reputable sources can guide you to a well-informed decision.
At a glance
What we observed in this category
Qualtrics holds the top composite score (8.8) and the only non-zero visibility figure in the category (12.5%), yet it carries a 0.0% citation rate. That combination is unusual and the gap matters because visibility without citation means Google AI Mode surfaces Qualtrics in overviews but does not link back to its domain. The category average visibility sits at just 0.7%, so Qualtrics is a clear outlier, but its 50-percentage-point visibility drop since the prior period signals that even its lead is fragile.
SurveyMonkey presents the clearest divergence between being named and being trusted as a source. It holds zero visibility yet earns a 25.0% citation rate, the highest in the category, placing it second overall on composite score (7.5). Dscout and Alchemer both sit at 12.5% citation with zero visibility, reinforcing the same pattern. This named-versus-cited split suggests Google AI Mode is pulling these brands into answers as referenced entities without directing users back to their own domains, a critical AEO signal for the category.
Google AI Mode is the sole engine recorded across all 18 brands in this audit, confirming the category's AEO performance lives or dies on a single surface. The top cited sources include google.com, youtube.com, reddit.com, and several niche third-party domains such as thealchemic.com, getperspective.ai, and cleverx.com. The presence of these smaller intermediary sites in citation data suggests the AI is anchoring on aggregator and comparison content rather than brand-owned pages, which directly limits direct-domain citation rates across the board.
Movers & shakers since last refresh
Biggest visibility fallers
-
Qualtrics 62% → 12% · rank #1 → #1-50pp
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SurveyMonkey 38% → 0% · rank #3 → #2-38pp
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Suzy 25% → 0% · rank #5 → #14-25pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
qualtrics.com
|
12% | 0% | Google AI Mode |
Qualtrics leads with a composite score of 8.8 and the category's only positive visibility (12.5%), but its 0.0% citation rate and a 50-point visibility drop expose a weakening AEO foothold. |
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| 2 |
surveymonkey.com
|
0% | 25% | Google AI Mode |
SurveyMonkey achieves the highest citation rate in the category (25.0%) despite zero visibility, a split that gives it a composite score of 7.5 and second place overall. |
||||
| 3 |
dscout.com
|
0% | 12% | Google AI Mode |
Dscout ties Alchemer at a 12.5% citation rate and a composite score of 3.8, both well above the 2.8% category citation average, despite recording zero visibility. |
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| 4 |
alchemer.com
|
0% | 12% | Google AI Mode |
Alchemer mirrors dscout exactly with 0.0% visibility and 12.5% citation, scoring 3.8 composite, indicating Google AI Mode references it as a named source but never links to alchemer.com. |
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| 5 |
remesh.ai
|
0% | 0% | Google AI Mode |
Remesh scores 0.0 across all three metrics (visibility, citation, composite), placing it level with five other ranked brands and offering no current AEO presence in Google AI Mode responses. |
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| 6 |
usertesting.com
|
0% | 0% | Google AI Mode |
| 7 |
ipsos.com
|
0% | 0% | Google AI Mode |
| 8 |
kantar.com
|
0% | 0% | Google AI Mode |
| 9 |
zappi.io
|
0% | 0% | Google AI Mode |
| 10 |
medallia.com
|
0% | 0% | Google AI Mode |
| 11 |
askattest.com
|
0% | 0% | Google AI Mode |
| 12 |
pollfish.com
|
0% | 0% | Google AI Mode |
| 13 |
questionpro.com
|
0% | 0% | Google AI Mode |
| 14 |
suzy.com
|
0% | 0% | Google AI Mode |
| 15 |
forsta.com
|
0% | 0% | Google AI Mode |
| 16 |
dynata.com
|
0% | 0% | Google AI Mode |
| 17 |
tolunacorporate.com
|
0% | 0% | Google AI Mode |
| 18 |
aytm.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on market research 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 market research 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 market research platforms
Who leads AEO in market research platforms?
Qualtrics leads with the highest composite score (8.8) and the only positive visibility in the category (12.5%), though its citation rate is zero and its visibility fell 50 percentage points in the latest period.
Which brand is cited most often by Google AI Mode in this category?
SurveyMonkey holds the highest citation rate at 25.0%, ahead of dscout and Alchemer which each sit at 12.5%, despite all three recording zero visibility scores.
What sources does Google AI Mode anchor on when answering market research platform queries?
The audit shows citations clustering around google.com, youtube.com, reddit.com, and third-party aggregator domains including thealchemic.com, getperspective.ai, and cleverx.com, rather than brand-owned pages.
Why do some brands appear named in AI answers but receive no citation links?
Brands like Qualtrics are surfaced in AI overviews (visibility) without their domain being cited, while others like SurveyMonkey are cited without appearing in overview panels, showing that AI naming and AI linking are separate AEO outcomes in this category.
How concentrated is AEO performance across the 18 brands in this category?
Performance is highly concentrated: only 4 of 18 brands record any non-zero score, the category average visibility is 0.7%, and the average citation rate is 2.8%, meaning most brands have no measurable presence in Google AI Mode.
Which brands have seen the biggest AEO declines recently?
Qualtrics lost 50 percentage points of visibility and SurveyMonkey lost 37.5 percentage points, while Suzy dropped nine rank positions from 5th to 14th, making all three the steepest fallers in the current audit period.