AI Visibility Rankings · Analytics

Consumer insights platforms: AI search visibility ranking (2026)

By monitoraeo Last updated July 14, 2026 Refreshed every 30 days

How AI search engines rank consumer insights platforms 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. 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 →

11%

Avg visibility across category

Avg citation rate

20/20

Brands successfully audited

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When buyers ask AI engines about Consumer insights platforms, Quantilope often emerges as the leader, with a visibility score of 37.5 percent. GWI and Brandwatch also consistently rank among the top brands. Quantilope's prominent position underscores its strong industry presence and influence.

The rankings reflect data drawn from top-cited sources such as quantilope.com, guideflow.com, and g2.com. These sources often include aggregator and review sites, which suggests that brands with extensive user feedback and professional reviews excel in visibility. This indicates a reliance on comprehensive evaluations from trusted domains.

For buyers exploring this list, consider the emphasis AI places on recent reviews and third-party validation. A brand's authority in specific subcategories might influence your decision. The focus on up-to-date insights and well-regarded feedback can guide you in selecting a platform that aligns with your needs.

At a glance

Category leader Quantilope 38% visibility · named in 3 of 8 AI answers

Most cited brand Quantilope 62% citation rate · the AI's most-trusted source brand in consumer insights platforms

Top cited domain quantilope.com Referenced by AI across the consumer insights platforms query set — the highest-leverage PR target in this category

Visibility spread 38pp Gap between top and bottom of the ranking · 11 brands at 0% (invisible to the AI)

What we observed in this category

Quantilope leads the consumer insights platforms category with a composite score of 45.0, meaningfully ahead of GWI at 33.8 and Brandwatch at 30.0. All three share identical visibility of 37.5%, triple the category average of 11.2%, which means the gap is not in how often they appear but in how often they are cited. Quantilope's citation rate of 62.5% against GWI's 25.0% and Brandwatch's 12.5% shows that appearing and being trusted as a source are very different outcomes in this category.

The visibility-citation divergence is sharpest at the extremes. Attest has low visibility at 12.5% but a citation rate of 37.5%, suggesting AI treats it as a credible reference even when not prominently naming it. Zappi is the most extreme case: zero visibility yet a 50.0% citation rate, meaning AI is actively pulling from its content without surfacing the brand itself. Suzy, YouGov, and Qualtrics each hold 25.0% visibility but register 0.0% citation, indicating they are named but not sourced.

Google AI Mode is the dominant engine across all ten ranked brands, with every brand listing it as their top engine. The top cited sources in the category include quantilope.com and zappi.io as brand-owned domains alongside third-party review and content sites such as g2.com, learn.g2.com, guideflow.com, and sentisum.com. This pattern suggests AI responses in this category are anchored on a mix of vendor content and software review platforms rather than independent research publishers.

Movers & shakers since last refresh

Biggest visibility risers

Quantilope 12% → 38% · rank #1 → #1
+25pp
GWI 12% → 38% · rank #2 → #2
+25pp
Brandwatch 12% → 38% · rank #4 → #3
+25pp

Biggest visibility fallers

Zappi 12% → 0% · rank #3 → #8
-12pp

The ranking

#	Brand	Visibility	Citation	Top engine
1	Quantilope quantilope.com	38%	62%	Google AI Mode
Quantilope leads with a composite score of 45.0 and a citation rate of 62.5%, more than double GWI's 25.0% despite identical visibility of 37.5%.
2	GWI gwi.com	38%	25%	Google AI Mode
GWI matches Quantilope and Brandwatch on visibility at 37.5% but its citation rate of 25.0% places it firmly in the middle tier for source trust.
3	Brandwatch brandwatch.com	38%	12%	Google AI Mode
Brandwatch rose one rank from fourth and tripled its visibility to 37.5%, but its citation rate of 12.5% is the lowest among the top three brands.
4	Attest askattest.com	12%	38%	Google AI Mode
Attest's visibility of 12.5% sits below the top tier, yet its citation rate of 37.5% outperforms GWI, signalling strong source authority relative to its named presence.
5	Suzy suzy.com	25%	0%	Google AI Mode
Suzy holds 25.0% visibility, more than double the category average, but records 0.0% citation, meaning it is mentioned by AI but never used as a cited source.
6	YouGov yougov.com	25%	0%	Google AI Mode
7	Qualtrics qualtrics.com	25%	0%	Google AI Mode
8	Zappi zappi.io	0%	50%	Google AI Mode
9	Mintel mintel.com	12%	0%	Google AI Mode
10	SurveyMonkey surveymonkey.com	12%	0%	Google AI Mode
11	Ipsos ipsos.com	0%	0%	Google AI Mode
12	Morning Consult morningconsult.com	0%	0%	Google AI Mode
13	Toluna tolunacorporate.com	0%	0%	Google AI Mode
14	Statista statista.com	0%	0%	Google AI Mode
15	NielsenIQ nielseniq.com	0%	0%	Google AI Mode
16	Euromonitor euromonitor.com	0%	0%	Google AI Mode
17	Kantar kantar.com	0%	0%	Google AI Mode
18	dscout dscout.com	0%	0%	Google AI Mode
19	Numerator numerator.com	0%	0%	Google AI Mode
20	SparkToro sparktoro.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.

quantilope.comguideflow.comsentisum.comg2.comzappi.iousercall.colearn.g2.comstravito.com

How to read this 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 →

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 →

Get your own consumer insights platforms brand audited

The brands above were curated from public market-leader lists. Want the same 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.

Audit your consumer insights platforms brand → Browse all rankings Methodology →

Frequently asked about consumer insights platforms AI visibility

Who leads AI visibility in consumer insights platforms?

Quantilope leads with a composite score of 45.0, followed by GWI at 33.8 and Brandwatch at 30.0. All three share 37.5% visibility, well above the category average of 11.2%.

Which brand is most cited by AI in this category?

Quantilope has the highest citation rate at 62.5%, with Zappi second at 50.0% despite having zero visibility, meaning AI cites Zappi's content without naming the brand.

What sources does AI cite most for consumer insights platform research?

The top cited sources include quantilope.com and zappi.io as brand-owned domains, alongside third-party platforms g2.com, learn.g2.com, guideflow.com, and sentisum.com.

Which engine dominates AI coverage in this category?

Google AI Mode is the top engine for every one of the ten ranked brands, with no other engine appearing in the data.

Are there brands with high visibility but no citations in this category?

Yes. Suzy, YouGov, and Qualtrics each have 25.0% visibility but 0.0% citation, indicating AI mentions them without treating their content as a source.

Which brand has seen the biggest change in AI standing recently?

Zappi fell five rank positions from third to eighth after its visibility dropped from 12.5% to 0.0%, though its citation rate rose by 37.5 percentage points in the same period.