GEO AUDIT · BRAND-ONLY

Wynter.

A look at how Wynter is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.

Sitewynter.com

Where we lookedGoogle AI Overviews, US

Questions tested39 brand, category, and competitor queries

PreparedJune 22, 2026 · by AUQ

AI Visibility Score

out of 100. Dominant band. Wynter is cited in 28 of the 39 AI Overview answers we tested, and an AI answer fired on every query. It dominates message testing and landing page testing and shows up across copy testing. The one real gap is the broad B2B market and customer research vendor queries, where Google's AI still defaults to full-service research firms.

Verified AI Overview citations

Wynter's brand is cited in 28 of the 39 AI-answer queries we tested.

AI answer trigger rate

100%

Google's AI answer box fires on 39 of 39 tracked queries.

Citation rate when AI answers

72%

Share of AI-answer queries where the brand is actually quoted.

EXECUTIVE SUMMARY

Wynter scores 86 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Wynter is cited in 28 of the 39 AI Overview answers we tested, and an AI answer fired on every query. It dominates message testing and landing page testing and shows up across copy testing. The one real gap is the broad B2B market and customer research vendor queries, where Google's AI still defaults to full-service research firms.

AI answers fire on 100% of tracked queries, yet Wynter is quoted in only 72% of them. When it does appear, it sits a listed provider, and a top-three source on its core message-testing and landing-page queries.

AI Visibility Score

Dominant band

BarelyLowCompetitiveDominant

What's in the score

How often AI answers appear100 / 100
Inclusion in category answers82 / 100
Quality of placement when cited50 / 100
How AI describes the brand100 / 100
Topic coverage breadth100 / 100
Your pages being quoted72 / 100

CONTENT AND ENTITY COVERAGE

The topics that matter to the brand, and where it shows up in AI answers today.

See the full query-by-query breakdown →

Topic	Presence in AI answers	Buyer intent
Message testing	Owned	cited across all intents
Landing page testing	Owned	cited across all intents
Copy testing software and solutions	Owned	solution-aware
Head-to-head vs UserTesting, Maze, Lyssna	Owned	comparison
B2B market research	Partial	cited on software and platform, absent on vendor lists
B2B customer research	Partial	cited on software and platform, absent on vendor lists
Copy testing vendor and provider lists	Partial	named, not cited
B2B market research vendors and solutions	Invisible	commercial intent
Top B2B market research providers	Invisible	commercial intent
B2B customer research vendors and solutions	Invisible	commercial intent
Top B2B customer research providers	Invisible	commercial intent
Copy testing comparison	Invisible	comparison intent

Buyer-journey coverage

Problem Aware. An AI answer fired on all 39 tracked queries, and Wynter is cited on the broad best and category queries.

Solution Aware. Strong on message testing, landing page testing, and copy testing software. Absent on B2B market and customer research vendor lists, where AI cites full-service research firms.

Alternatives. Cited head-to-head against UserTesting, Maze, and Lyssna, but not on the open alternatives to Wynter query, where G2, Capterra, and CleverX win the citation.

AI OVERVIEW PERFORMANCE

Where the brand shows up in Google's AI, and the high-value queries it is missing.

See all queries we tested →

Tracked keywords

Brand, category, and comparison queries analyzed.

AI answers fired

100% of tracked queries trigger an AI Overview.

Times brand cited

72% citation rate when AI answers.

Total brand mentions

Across all observed AI responses.

Case Studies

This playbook has already worked. Here's the proof.

Executed by AUQ for B2B SaaS teams with the same gaps this audit found.

1,000+ Fraud.net AI citations earned in 6 months through GEO prompt research and content automation. Read the case study → +173% Microblink Organic traffic growth from technical SEO, content automation, and GEO-focused linkbuilding. Read the case study → +30,000 AKOOL Visits in 6 months via technical optimizations and content strategy we executed end-to-end. Read the case study → +200% DeepInfra Technical blog traffic growth from a blog redesign, author training, and SaaS linkbuilding. Read the case study →

Get results like these for Wynter → See all case studies

QUERIES WE TESTED

Every query we ran against Google's AI Overview, and what we found.

39 queries across branded, positioning, and comparison intent. "Cited" means Wynter's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.

Query	Type	Wynter in the AI answer	Top sources cited
best message testing	Positioning	Cited	newristics.com, glg.com, lyssna.com
message testing vendors	Positioning	Cited	basisglobal.co, rivaltech.com, wynter.com
message testing solutions	Positioning	Cited	reach3insights.com, glg.com, newtonx.com
message testing software	Positioning	Cited	wynter.com, growprogress.ai, gartner.com
message testing platform	Positioning	Cited	surveymonkey.com, wynter.com, growprogress.ai
top message testing providers	Positioning	Cited	koji.so, surveymonkey.com, glginsights.com
message testing comparison	Positioning	Cited	newtonx.com, surveymonkey.com, lyssna.com
best b2b market research	Positioning	Cited	greenbook.org, youtube.com, b2binternational.com
b2b market research vendors	Positioning	Absent	greenbook.org, b2binternational.com, crresearch.com
b2b market research solutions	Positioning	Absent	dynata.com, b2binternational.com, cascadeinsights.com
b2b market research software	Positioning	Cited	cleverx.com, insightplatforms.com, wynter.com
b2b market research platform	Positioning	Cited	cleverx.com, wynter.com, youtube.com
top b2b market research providers	Positioning	Absent	askattest.com, insightplatforms.com, veridatainsights.com
b2b market research comparison	Positioning	Cited	respondent.io, qualtrics.com, dynata.com
best landing page testing	Positioning	Cited	unbounce.com, wynter.com, mailchimp.com
landing page testing vendors	Positioning	Cited	wynter.com, unbounce.com, youtube.com
landing page testing solutions	Positioning	Cited	reddit.com, unbounce.com, vwo.com
landing page testing software	Positioning	Cited	unbounce.com, optimizely.com, vwo.com
landing page testing platform	Positioning	Cited	unbounce.com, wynter.com, vwo.com
top landing page testing providers	Positioning	Cited	unbounce.com, reddit.com, thriveagency.com
landing page testing comparison	Positioning	Cited	wynter.com, youtube.com, swipepages.com
best copy testing	Positioning	Cited	reddit.com, cleverx.com, zappi.io
copy testing vendors	Positioning	Named, not cited	quirks.com, greenbook.org, bigcommerce.com
copy testing solutions	Positioning	Cited	tolunacorporate.com, decisionanalyst.com, directiveconsulting.com
copy testing software	Positioning	Cited	directiveconsulting.com, dovetail.com, conjointly.com
copy testing platform	Positioning	Cited	system1group.com, maze.co, conjointly.com
top copy testing providers	Positioning	Named, not cited	directiveconsulting.com, speero.com, askattest.com
copy testing comparison	Positioning	Absent	count.co, cleverx.com, ftc.gov
best b2b customer research	Positioning	Named, not cited	reddit.com, youtube.com, cleverx.com
b2b customer research vendors	Positioning	Absent	glginsights.com, b2binternational.com, ovationmr.com
b2b customer research solutions	Positioning	Absent	dynata.com, crresearch.com, b2binternational.com
b2b customer research software	Positioning	Cited	glginsights.com, wynter.com, fluidsurveys.com
b2b customer research platform	Positioning	Cited	rivaltech.com, insightplatforms.com, wynter.com
top b2b customer research providers	Positioning	Absent	touchstoneresearch.com, glginsights.com, b2binternational.com
b2b customer research comparison	Positioning	Cited	cleverx.com, adience.com, driveresearch.com
alternatives to Wynter	Comparison	Named, not cited	g2.com, cleverx.com, getapp.co.nz
Wynter vs UserTesting	Comparison	Cited	genesysgrowth.com, wynter.com, usertesting.com
Wynter vs Maze	Comparison	Cited	genesysgrowth.com, cleverx.com, wynter.com
Wynter vs Lyssna	Comparison	Cited	wynter.com, cleverx.com, capterra.com

THREE FINDINGS THAT MATTER

The brand is missing from 28% of AI-answer queries

Wynter is cited in 28 of the 39 AI answers we triggered, a 72% citation rate, with an AI Overview firing on every tracked query. It is absent on 7 queries, all in the broad B2B market and customer research vendor framings.

AI misreads the category

Wynter leads with messaging and market research for B2B, and AI gets the messaging half right, citing Wynter as a message-testing and landing-page tool. The market-research half is under-recognized. On B2B market research vendors and providers queries, AI cites full-service firms and panels, not Wynter.

TOP THREE MOVES

Win the B2B market research vendor and provider queries Wynter is invisible on

Impact high · effort medium · 30 to 60 days

Convert the queries where AI names Wynter but cites a directory instead

Impact medium · effort low · 0 to 30 days

Earn placement on the third-party research sources AI trusts (CleverX, GreenBook, Attest)

Impact high · effort medium · 30 to 90 days

IDENTITY IN AI OVERVIEWS

How the brand describes itself, and how Google's AI describes it.

What the brand says about itself

On-demand B2B messaging and market research platform

On-demand messaging and market research for B2B, with results in under 48 hours. Message testing, market research surveys, brand tracking, landing page testing, preference testing, and pricing page tests, run against a panel of verified B2B professionals.wynter.com, 2026

Differentiators it leads with: 48-hour turnaround, Verified B2B professional panel, Self-serve message and copy testing, Integrated landing page and pricing-page testing.

What Google's AI says

A message-testing and landing-page testing software tool

Wynter is cited as a message-testing and landing-page testing tool, listed alongside Unbounce, VWO, and Lyssna on best-of and comparison queries.

On message-testing software and copy-testing queries, wynter.com is pulled in as a primary source, often among the top few citations.

The core gap

Words AI uses for the brand

Message testingLanding page testingCopy and conversion testingMessage testing softwareSelf-serve testing platform

The brand's own pillars that AI omits

B2B market research vendorB2B customer research providerOn-demand research panelBrand tracking softwareSurvey researchPricing-page testing

WHERE GOOGLE'S AI GETS ITS ANSWERS

The sources Google's AI cites in this category, and what it tells you about earning citations.

Domain AI cites	Pages	Context
cleverx.com	22	B2B research panel. The most-cited source across the whole query set, and the peer that most often appears where Wynter is absent.
greenbook.org	16	Market-research directory and community. A default citation on vendor and provider queries.
newtonx.com	13	B2B expert-network research firm. Cited on the broad market research queries.
vwo.com	11	Conversion-optimization tool. Co-cited with Wynter on landing-page testing queries.
lyssna.com	8	Usability and copy testing tool. A direct co-citation on message and copy queries.
glginsights.com	8	Expert network and research firm. Cited on customer-research provider queries.
b2binternational.com	8	Full-service B2B market research agency. Cited where Wynter is invisible.
askattest.com	7	Self-serve consumer research platform (Attest). A close positioning peer.
veridatainsights.com	7	B2B data and research provider. Cited on vendor and provider queries.
unbounce.com	7	Landing-page builder. Co-cited with Wynter on landing-page testing queries.

Reading

Wynter already wins its own software queries. The citations it is missing sit on B2B research directories and full-service firms, CleverX, GreenBook, B2B International, and NewtonX, that AI defaults to for market research vendors and providers queries. Earning those means accurate placement on those third-party sources, not only owning its own glossary and product pages.

AI-REVEALED PEERS

The competitive set drawn by Google's AI itself. Observed, not chosen.

See which queries each peer won →

Brands and domains Google's AI cites in place of Wynter on the queries where it is absent. Observed from the live reads, not chosen.

Peer	How AI frames it
cleverx.com	B2B research panel. Cited on 10 of the queries Wynter misses, and the most-cited source overall.
greenbook.org	Market-research directory. Cited on 8 of the queries Wynter misses.
b2binternational.com	Full-service B2B market research agency. Cited on 6.
veridatainsights.com	B2B data and research provider. Cited on 6.
askattest.com	Self-serve consumer research platform (Attest). Cited on 5.
luthresearch.com	Survey research panel. Cited on 5.
glginsights.com	Expert network and research firm. Cited on 5.
newtonx.com	B2B expert-network research. Cited on 3.

Key observation

The peers Google draws are mostly full-service B2B market research firms and panels, not message-testing tools. Wynter wins where the query reads as software, and loses where it reads as hire a research vendor.

90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1 · Days 1 to 30

Publish a B2B market research vendors page that positions Wynter as the self-serve, 48-hour alternative to full-service firms.
Strengthen the copy testing and B2B customer research pages so AI cites wynter.com, not G2 or Capterra, where it already names Wynter.
Add Organization and SoftwareApplication schema to the homepage and core capability pages.

Month 2 · Days 31 to 60

Earn accurate listing and description on CleverX, GreenBook, and Attest, the sources AI cites in place of Wynter.
Publish a best on-demand B2B research platforms comparison that names Wynter's category and 48-hour panel.

Month 3 · Days 61 to 90

Expand owned comparison content across the market and customer research vendor queries.
Re-audit to confirm the seven invisible queries move to cited and track citation share against CleverX and the research firms.