GEO AUDIT  ·  BRAND-ONLY

Bold Metrics.

A look at how Bold Metrics 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.

Siteboldmetrics.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedInvalid Date  ·  by AUQ
AI Visibility Score
48
out of 100. Low band. Bold Metrics is cited in 15 of 39 AI answers. It shows up on Fit Prediction, Bold Metrics. It is absent on Apparel Fit And Sizing, Size Recommendation, Virtual Fitting.
Verified AI Overview citations
15
Bold Metrics's brand is cited in 15 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
38%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Bold Metrics scores 48 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Bold Metrics is cited in 15 of 39 AI answers. It shows up on Fit Prediction, Bold Metrics. It is absent on Apparel Fit And Sizing, Size Recommendation, Virtual Fitting.

AI answers fire on 100% of tracked queries, yet Bold Metrics is quoted in only 38% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
48
Low band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear100 / 100
  • Inclusion in category answers44 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand83 / 100
  • Topic coverage breadth33 / 100
  • Your pages being quoted38 / 100
Work with AUQ

We don't hand you a report and walk away. We execute it.

AUQ is an execution team, not a consultancy. We ship the fixes, content, and citations this audit calls for — and we work month-to-month, so we re-earn the engagement every 30 days.

Start with a month → No long-term contracts
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 →

TopicPresence in AI answersBuyer intent
Fit PredictionOwnedpositioning
Bold MetricsOwnedcomparison
Apparel Fit And SizingInvisiblepositioning
Size RecommendationInvisiblepositioning
Virtual FittingInvisiblepositioning
Ecommerce Returns ReductionInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: Bold Metrics appears on 2 of 6 themes.

Solution Aware. Owned on Fit Prediction, Bold Metrics; absent on Apparel Fit And Sizing, Size Recommendation, Virtual Fitting.

Alternatives. 2 themes name the brand without citing it; 22 queries answer without it at all.

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
39
Brand, category, and comparison queries analyzed.
AI answers fired
39
100% of tracked queries trigger an AI Overview.
Times brand cited
15
38% citation rate when AI answers.
Total brand mentions
17
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 Bold Metrics → 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 Bold Metrics'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.

QueryTypeBold Metrics in the AI answerTop sources cited
best apparel fit and sizingPositioningAbsentbaymard.com, fitanalytics.com, youtube.com
apparel fit and sizing vendorsPositioningAbsenttruefit.com, fitanalytics.com, hohenstein.us
apparel fit and sizing solutionsPositioningCitedfitanalytics.com, fashiondive.com, blog.boldmetrics.com
apparel fit and sizing softwarePositioningAbsentfitanalytics.com, getwair.com, thetailoredco.com
apparel fit and sizing platformPositioningCitedfitanalytics.com, truefit.com, bodi.me
top apparel fit and sizing providersPositioningCitedgetwair.com, wifitalents.com, truefit.com
apparel fit and sizing comparisonPositioningAbsentgrivetoutdoors.com, youtube.com, taas.nyc
best size recommendationPositioningAbsentmeasmerize.com, sourceforge.net, youtube.com
size recommendation vendorsPositioningNamed, not citedtruefit.com, measmerize.com, fitanalytics.com
size recommendation solutionsPositioningAbsentmeasmerize.com, saiz.io, 3dlook.ai
size recommendation softwarePositioningCitedgetwair.com, apps.shopify.com, boldmetrics.com
size recommendation platformPositioningCitedblog.boldmetrics.com, usizy.com, naiz.fit
top size recommendation providersPositioningNamed, not citedmeasmerize.com, prime-ai.com, robosize.com
size recommendation comparisonPositioningAbsentzappos.com, solereview.com, grivetoutdoors.com
best virtual fittingPositioningCitedyoutube.com, slashdot.org, amu.apus.edu
virtual fitting vendorsPositioningAbsentthetailoredco.com, repspark.com, g2.com
virtual fitting solutionsPositioningAbsentthetailoredco.com, getwair.com, naiz.fit
virtual fitting softwarePositioningAbsenttexelmoda.com, textiles.ncsu.edu, slashdot.org
virtual fitting platformPositioningAbsenttextiles.ncsu.edu, 3dlook.ai, naiz.fit
top virtual fitting providersPositioningAbsentsourceforge.net, shopify.com, prime-ai.com
virtual fitting comparisonPositioningAbsentvirtusize.com, thetailoredco.com, youtube.com
best fit predictionPositioningAbsentyoutube.com, reddit.com, study.com
fit prediction vendorsPositioningCitedforrester.com, secretsaucepartners.com, truefit.com
fit prediction solutionsPositioningCitedfashioninsta.ai, fitanalytics.com, style3d.com
fit prediction softwarePositioningCitedtruetoform.fit, fitanalytics.com, truefit.com
fit prediction platformPositioningCitedblog.boldmetrics.com, fitanalytics.com, maketribe.de
top fit prediction providersPositioningCitedfashioninsta.ai, g2.com, style3d.com
fit prediction comparisonPositioningAbsentstackoverflow.com, stats.stackexchange.com, researchgate.net
best ecommerce returns reductionPositioningAbsentsendcloud.com, signifyd.com, outvio.com
ecommerce returns reduction vendorsPositioningAbsentsignifyd.com, sendcloud.com, shopify.com
ecommerce returns reduction solutionsPositioningAbsentnetsuite.com, sendcloud.com, signifyd.com
ecommerce returns reduction softwarePositioningAbsentreturnlogic.com, signifyd.com, yayloh.com
ecommerce returns reduction platformPositioningAbsentsendcloud.com, claimlane.com, loopreturns.com
top ecommerce returns reduction providersPositioningAbsentsignifyd.com, mecalux.com, claimlane.com
ecommerce returns reduction comparisonPositioningAbsentdigitalapplied.com, mecalux.com, youtube.com
alternatives to Bold MetricsComparisonCitedcbinsights.com, prime-ai.com, yoursizer.com
Bold Metrics vs True FitComparisonCitedsourceforge.net, trustblurbs.com, blog.boldmetrics.com
Bold Metrics vs Fit AnalyticsComparisonCitedboldmetrics.com, fitanalytics.com, cbinsights.com
Bold Metrics vs 3DLOOKComparisonCitedtrustblurbs.com, sourceforge.net, boldmetrics.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 62% of AI-answer queries

Bold Metrics is cited in 15 of the 39 AI answers we triggered.

02

AI misreads the category

Bold Metrics presents as apparel fit and sizing, size recommendation, virtual fitting, fit prediction, ecommerce returns reduction. AI Overviews cite it on Fit Prediction, Bold Metrics and it is absent on Apparel Fit And Sizing, Size Recommendation, Virtual Fitting.

TOP THREE MOVES
01

Win presence on Apparel Fit And Sizing

Impact high · effort medium · 30 to 60 days

02

Convert named-not-cited queries into citations

Impact medium · effort low · 0 to 30 days

03

Earn placement in the third-party listicles AI cites

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

Apparel Fit And Sizing

Bold Metrics | AI body data platform <img height="1" width="1" style="display:none;" alt="" src="https://px.ads.linkedin.com/collect/?pid=3745010&fmt=gif"> The Missing Link in Agentic Commerce is here → Discover Agentic Sizingboldmetrics.com, 2026

Differentiators it leads with: Agentic Sizing Protocol, Smart Size Chart, Virtual Sizer, Virtual Tailor.

What Google's AI says

Recognized in AI answers for Fit Prediction, Bold Metrics

Cited as a provider on Fit Prediction, Bold Metrics queries.
Appears alongside youtube.com, fitanalytics.com, shopify.com.
The core gap
Bold Metrics presents as apparel fit and sizing, size recommendation, virtual fitting, fit prediction, ecommerce returns reduction. AI Overviews cite it on Fit Prediction, Bold Metrics and it is absent on Apparel Fit And Sizing, Size Recommendation, Virtual Fitting.
Words AI uses for the brand
Fit PredictionBold Metrics
The brand's own pillars that AI omits
Apparel Fit And SizingSize RecommendationVirtual FittingCited source on vendor and comparison queries
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 citesPagesContext
youtube.com21Cited on 21 of the queries we tested.
fitanalytics.com10Cited on 10 of the queries we tested.
shopify.com9Cited on 9 of the queries we tested.
truefit.com8Cited on 8 of the queries we tested.
measmerize.com7Cited on 7 of the queries we tested.
3dlook.ai7Cited on 7 of the queries we tested.
signifyd.com7Cited on 7 of the queries we tested.
loopreturns.com7Cited on 7 of the queries we tested.
claimlane.com7Cited on 7 of the queries we tested.
reddit.com6Cited on 6 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Bold Metrics is missing. Earning AI citation on the invisible themes means placement on those third-party pages, not only owning its own glossary.
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 Bold Metrics on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 21 of the tested queries.
fitanalytics.comCited on 10 of the tested queries.
shopify.comCited on 9 of the tested queries.
truefit.comCited on 8 of the tested queries.
measmerize.comCited on 7 of the tested queries.
3dlook.aiCited on 7 of the tested queries.
signifyd.comCited on 7 of the tested queries.
loopreturns.comCited on 7 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Bold Metrics is missing.
90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1  ·  Days 1 to 30
  • Publish solution and comparison pages for Apparel Fit And Sizing, Size Recommendation, Virtual Fitting.
  • Build linkable comparison assets so AI Overviews can cite the brand's own domain.
Month 2  ·  Days 31 to 60
  • Earn placement in third-party best-of listicles and review sites the AI cites.
  • Seed community and review presence where AI Overviews pull trust signals.
Month 3  ·  Days 61 to 90
  • Expand owned comparison content across decision-stage queries.
  • Re-audit to confirm invisible themes move to cited and track citation share.