Perplexity cut

Leading B2B SaaS – Data & Analytics Brands in AI Search in France

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

October 2026 edition

Across the six months through October 2026, Qlik leads AI search visibility in B2B SaaS – Data & Analytics on Perplexity in France with a Goodie visibility score of 82.4, ahead of Sigma Computing (82.4) and Microsoft (81.2). The median score across the 10 ranked brands is 80.1, and a score above 75.8 reaches the top ten. The most-cited source grounding these answers is microsoft.com at 6.2% of all citations, while brand-owned pages account for just 37.5%.

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

Industry Benchmarks

October 2026 · B2B SaaS – Data & Analytics · Perplexity
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
80.1
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 76.6
Score to enter the top 10
75.8
Clearing 75.8 puts a brand in the category top ten. The bar sits 4.3 points below the midpoint, so the leaderboard is closely contested.
Brands named per answer
7.7
A typical answer names eight brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 6.4
Citation mix
  • UGC 9%
  • Editorial 3%
  • Video 2%
  • Reference 4%
  • Retail 2%
  • Other 80%
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
37.5%
Owned content is unusually strong here, brand domains are a citation source in their own right rather than just the subject of third-party coverage.
Index-wide average is 26.8%
Industry sentiment
61/100
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
01Qlik
82.4
10.3%Perplexity▼ 6.153thoughtspot.com
02Sigma Computing
82.4
10.3%Perplexity—64sigmacomputing.com
03Microsoft
81.2
10.2%Perplexity▼ 0.255domo.com
04Google Cloud
80.4
10.1%Perplexity—56domo.com
05Tableau
80.3
10.0%Perplexity—55thoughtspot.com
06Apache
80.0
10.0%Perplexity—60domo.com
07ThoughtSpot
79.3
9.9%Perplexity—66thoughtspot.com
08AWS
78.8
9.9%Perplexity—69domo.com
09o9 AI
78.6
9.8%Perplexity▼ 0.361datacamp.com
10Snowflake
75.8
9.5%Perplexity—72domo.com
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
01microsoft.com
6.2%
▲ 2.2
02datacamp.com
6.1%
▼ 1.3
03domo.com
5.3%
—
04apple.com
5.1%
—
05g2.com
4.9%
▼ 3.0
06daf-mag.fr
4.7%
▼ 3.1
07getapp.com
4.3%
—
08gitnux.org
3.4%
—
09google.com
3.4%
—
10carmatec.com
3.1%
▼ 0.7
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
01BI platforms that integrate easily with cloud data stacks2552
02Alternatives to Tableau and Power BI enterprises consider3949
03Business intelligence tools executives trust for decisions1640
04Predictive analytics software used for demand forecasting3039
05Quel logiciel les entreprises utilisent pour prévoir la demande ?913
5 of 35k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising

No rising brands this month.

Falling
Qlikscore 82.4
▼ 6.1
o9 AIscore 78.6
▼ 0.3
Microsoftscore 81.2
▼ 0.2
3 ranked brands scored in both Sep and OctIndustry avg ±2.2/mo

Global Search Demand

Where this industry's questions originate
4,285 searches sampled
Tracked markets for B2B SaaS – Data & Analytics, by sampled search volume
#CountrySearch volume
01United States3K
02United Kingdom549
03Germany471
04Italy149
05Canada94
06Japan67
07Egypt61
08Australia55
09France53
10Saudi Arabia37
11United Arab Emirates13
12Singapore11
12 tracked markets
This edition

What Changed This Month

Qlik leads B2B SaaS – Data & Analytics this edition with a visibility score of 82.4, ahead of Sigma Computing at 82.4.

microsoft.com is the most-cited source grounding b2b saas – data & analytics answers, at roughly 6.2% of citations. Brand-owned pages account for 37.5% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked b2b saas – data & analytics brands is 80.1, and a score above 75.8 reaches the industry top ten.

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Where Does Your Brand Stand in AI Search?

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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.

Qlik currently leads AI search visibility in b2b saas – data & analytics with a Goodie visibility score of 82.4, measured across the tracked AI models.

microsoft.com is the most-cited source in b2b saas – data & analytics AI answers, grounding roughly 6.2% of citations in this industry.

The median score among ranked b2b saas – data & analytics brands is 80.1. A score above 75.8 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.