ChatGPT cut

Leading B2B Saas – Data & Analytics Brands in AI Search

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

August 2026 edition

Across the six months through August 2026, Microsoft leads AI search visibility in B2B Saas – Data & Analytics on ChatGPT with a Goodie visibility score of 78.9, ahead of Tableau (78.5) and Domo (76.6). The median score across the 10 ranked brands is 75.3. The most-cited source grounding these answers is wikipedia.org at 4.3% of all citations, while brand-owned pages account for just 38.2%.

5k prompts · 1.8m AI answers · 7.6m citations · Goodie AI Visibility Index

Industry Benchmarks

August 2026 · B2B Saas – Data & Analytics · ChatGPT
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
75.3
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 72.8
Score to enter the top 10
Fewer than ten brands are ranked in this category, so there is no top-ten bar to report yet.
Brands named per answer
10.6
A typical answer names eleven brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 8.4
Citation mix
  • UGC 7%
  • Editorial 5%
  • Reference 11%
  • Other 77%
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.
Brand-owned citation share
38.2%
Owned content is unusually strong here — brand domains are a citation source in their own right, not just the subject of third-party coverage.
Index-wide average is 24.2%
Industry sentiment
83/100
Mean tone of mentions across all ranked brands. Per-brand sentiment sits on each brand profile.
Prompts sampled
5k
Real buyer phrasing, 4 models
AI answers analysed
1.8m
197k in August · ▼ 2.5% vs July
Citations parsed
7.6m
1m in August · ▼ 0.3% vs July
Brands observed
362
10 ranked here · 352 unranked
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
01Microsoft
78.9
10.5%ChatGPT▲ 11.984reddit.com
02Tableau
78.5
10.5%ChatGPT84reddit.com
03Domo
76.6
10.2%ChatGPT83reddit.com
04Qlik
76.0
10.1%ChatGPT83en.wikipedia.org
05Google
75.3
10.1%ChatGPT83reddit.com
06Anaplan
75.3
10.0%ChatGPT83en.wikipedia.org
07o9 Solutions
75.1
10.0%ChatGPT83learn.g2.com
08Google Cloud
71.5
9.5%ChatGPT▲ 8.781en.wikipedia.org
09SAP
71.3
9.5%ChatGPT▲ 5.081en.wikipedia.org
10Blue Yonder
71.0
9.5%ChatGPT81zapier.com
10 ranked · visibility is a six-month averageTop source = most frequent source in answers mentioning the brand · Δ compares Aug with Jul

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
4.3%
02omni.co
3.2%
03checkthat.ai
2.7%
04cube.dev
2.4%
05gitnux.org
2.4%
06gartner.com
2.3%
07preset.io
2.3%
▲ 0.9
08reddit.com
2.0%
▲ 0.9
09reuters.com
1.9%
10techment.com
1.9%
Top 10 of 716 domains observedΔ compares Aug with Jul, in percentage points

Prompts, Topics & Movers

What's driving this month's answers

Top prompts

Top prompts sampled for B2B Saas – Data & Analytics, with distinct brands named and sources cited
#PromptBrandsSources
01Which analytics platforms handle very large datasets best?1441
02Predictive analytics software used for demand forecasting6539
03Alternatives to Tableau and Power BI enterprises consider3034
04BI platforms that integrate easily with cloud data stacks2426
05Business intelligence tools executives trust for decisions1419
Top 5 of 5k sampledDistinct brands named & sources cited

Biggest movers

Aug vs Jul
Rising
Microsoftscore 78.9
▲ 11.9
Google Cloudscore 71.5
▲ 8.7
SAPscore 71.3
▲ 5.0
Falling

No falling brands this month.

3 ranked brands scored in both Jul and AugIndustry avg ±8.6/mo

Global Search Demand

Where this industry's questions originate
333,786 searches sampled
Tracked markets for B2B Saas – Data & Analytics, by sampled search volume
#CountrySearch volume
01United States169K
02Germany52K
03United Kingdom36K
04Italy19K
05Canada15K
06France10K
07Australia10K
08Egypt8K
09Saudi Arabia6K
10Japan5K
11United Arab Emirates2K
12Singapore1K
12 tracked markets
This edition

What Changed This Month

Microsoft leads B2B Saas – Data & Analytics this edition with a visibility score of 78.9, ahead of Tableau at 78.5.

wikipedia.org is the most-cited source grounding b2b saas – data & analytics answers, at roughly 4.3% of citations. Brand-owned pages account for 38.2% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked b2b saas – data & analytics brands is 75.3, and a score above 52.3 reaches the industry top ten.

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Where Does Your Brand Stand in AI Search?

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31 industries4 models242m+ 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 execute these prompts across different models, including GPT, Perplexity, AI Mode, and more, and across different regions. This allows us to map model understand exactly "how they think" in each market.

Attribution Mapping

We analyze the generated answers to capture the "Kingmaker" domains; the specific sources the models cite giving you a causal link between source authority and brand visibility.

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

Questions?
We Have
the Answers.

Microsoft currently leads AI search visibility in b2b saas – data & analytics with a Goodie visibility score of 78.9, measured across the tracked AI models.

wikipedia.org is the most-cited source in b2b saas – data & analytics AI answers, grounding roughly 4.3% of citations in this industry.

The median score among ranked b2b saas – data & analytics brands is 75.3. A score above 52.3 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.