Copilot cut

Leading B2B SaaS – Data & Analytics Brands in AI Search in the United States

The same monthly sample, re-ranked using only Copilot answers.

October 2026 edition

Across the six months through October 2026, Google leads AI search visibility in B2B SaaS – Data & Analytics on Copilot in United States with a Goodie visibility score of 76.0, ahead of Microsoft (73.7) and Qlik (71.8). The median score across the 10 ranked brands is 70.3, and a score above 68.4 reaches the top ten. The most-cited source grounding these answers is wikipedia.org at 3.6% of all citations, while brand-owned pages account for just 32.7%.

35k prompts · 2.6m AI answers · 11.2m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · B2B SaaS – Data & Analytics · Copilot
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
70.3
Half of the 10 ranked b2b saas – data & analytics brands score below this. The midpoint, not the average, so a few dominant brands do not distort it.
Index-wide median is 71.3
Score to enter the top 10
68.4
Clearing 68.4 puts a brand in the category top ten. The bar sits 1.9 points below the midpoint, so the leaderboard is closely contested.
Brands named per answer
8.7
A typical answer names nine brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 7.2
Citation mix
  • UGC 5%
  • Editorial 3%
  • Reference 13%
  • Retail 4%
  • Other 75%
Other leads the third-party sources grounding b2b saas – data & analytics answers. Brand-owned citations sit in the next cell and are not counted here. “Other” covers domains we have not classified into a type yet.
Brand-owned citation share
32.7%
Owned content is in line with the index-wide average here.
Index-wide average is 26.8%
Industry sentiment
60/100
Mean tone of mentions across the ranked brands that carry a measured value. Per-brand sentiment sits on each brand profile.
Prompts sampled
35k
Real buyer phrasing, 4 models
AI answers analysed
2.6m
318k in October · ▲ 8.2% vs September
Citations parsed
11.2m
980k in October · ▼ 3.0% vs September
Brands observed
436
10 ranked here · 426 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for B2B SaaS – Data & Analytics, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentTop cited source
01Google
76.0
10.7%Copilot—73worldmetrics.org
02Microsoft
73.7
10.4%Copilot▼ 5.866worldmetrics.org
03Qlik
71.8
10.1%Copilot—62gartner.com
04Amazon
71.6
10.1%Copilot▼ 7.560worldmetrics.org
05Kinaxis
70.4
9.9%Copilot▼ 5.155demandforecast.ai
06Tableau
70.3
9.9%Copilot▼ 10.053cube.dev
07SAP
69.4
9.8%Copilot▼ 8.253demandforecast.ai
08Blue Yonder
68.8
9.7%Copilot—67demandforecast.ai
09Sisense
68.5
9.7%Copilot▼ 8.446analyticsinsight.net
10o9 Solutions
68.4
9.6%Copilot▼ 11.067demandforecast.ai
10 ranked · visibility is a six-month averageTop source = most frequent source in answers mentioning the brand · Δ compares Oct with Sep

Most-Cited Domains

The answer supply chain
Most-cited domains in AI answers for B2B SaaS – Data & Analytics
#DomainCitation shareΔ vs last month
01wikipedia.org
3.6%
—
02databricks.com
3.2%
—
03thoughtspot.com
3.2%
—
04amazon.com
2.8%
—
05tellius.com
2.7%
—
06worldmetrics.org
2.5%
▼ 1.6
07g2.com
2.3%
—
08powerbiconsulting.com
2.3%
—
09gartner.com
2.2%
—
10zipdo.co
2.0%
▼ 1.7
Top 10 of 1k domains observedΔ compares Oct with Sep, in percentage points

Prompts, Topics & Movers

What's driving this month's answers

Sampled prompts

Prompts sampled for B2B SaaS – Data & Analytics, with distinct brands named and sources cited
#PromptBrandsSources
01Business intelligence tools executives trust for decisions2725
02Which analytics platforms handle very large datasets best?2423
03Alternatives to Tableau and Power BI enterprises consider3319
04BI platforms that integrate easily with cloud data stacks2519
05Predictive analytics software used for demand forecasting3216
5 of 35k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising

No rising brands this month.

Falling
o9 Solutionsscore 68.4
▼ 11.0
Tableauscore 70.3
▼ 10.0
Sisensescore 68.5
▼ 8.4
7 ranked brands scored in both Sep and OctIndustry avg ±8.0/mo

Global Search Demand

Where this industry's questions originate
4,222 searches sampled
Tracked markets for B2B SaaS – Data & Analytics, by sampled search volume
#CountrySearch volume
01United States2K
02Germany708
03Japan526
04United Kingdom297
05Italy266
06Canada156
07Egypt108
08Australia95
09France86
10Saudi Arabia68
11United Arab Emirates21
12Singapore20
12 tracked markets
This edition

What Changed This Month

Google leads B2B SaaS – Data & Analytics this edition with a visibility score of 76.0, ahead of Microsoft at 73.7.

wikipedia.org is the most-cited source grounding b2b saas – data & analytics answers, at roughly 3.6% of citations. Brand-owned pages account for 32.7% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked b2b saas – data & analytics brands is 70.3, and a score above 68.4 reaches the industry top ten.

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Where Does Your Brand Stand in AI Search?

Enter a domain to see its visibility score, strongest industry, model gaps, competitors ahead, and the sources grounding its answers.

31 industries4 models355m+ citation observationsFree unlimited checks
What you get
  • Visibility score
  • Industry rank
  • Brands ahead of you
  • Model and source gaps
Our Methodology

Our Approach to Gathering AI Visibility Data

We process millions of real prompts across AI Mode, ChatGPT, Copilot and Perplexity, then track which brands, products, and domains show up in the answers. That's the raw data behind every score in the Index.

Real Intent Capture

This data results from processing millions of real user prompts. We use advanced semantic and agentic processing to categorize them and define intent, filtering out noise to focus on high-value queries.

Global Model Interrogation

We run these prompts across the tracked models and across every market we cover, so each market is scored on its own answers rather than on a global average applied everywhere.

Attribution Mapping

We analyze the generated answers to capture the "Kingmaker" domains: the specific sources models cite most often in the answers that name a brand, so you can see which sources the models lean on where you appear and where you do not.

Three-dimensional logo of Goodie, an end-to-end AI search visibility platform.
FAQ · B2B SaaS – Data & Analytics

Questions?
We Have
the Answers.

Google currently leads AI search visibility in b2b saas – data & analytics with a Goodie visibility score of 76.0, measured across the tracked AI models.

wikipedia.org is the most-cited source in b2b saas – data & analytics AI answers, grounding roughly 3.6% of citations in this industry.

The median score among ranked b2b saas – data & analytics brands is 70.3. A score above 68.4 places a brand in the industry top ten.

Each edition samples the same tracked prompt set across the models Goodie follows, then ranks brands by how often they are named in those answers.

Monthly. Each edition re-samples the tracked prompt set so month-over-month figures are directly comparable.