AI Mode cut

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

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

October 2026 edition

Across the six months through October 2026, o9 Solutions leads AI search visibility in B2B SaaS – Data & Analytics on AI Mode in France with a Goodie visibility score of 73.8, ahead of Google (70.3) and Looker (69.2). The median score across the 10 ranked brands is 67.2, and a score above 64.0 reaches the top ten. The most-cited source grounding these answers is supaboard.ai at 5.5% of all citations, while brand-owned pages account for just 41.0%.

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

Industry Benchmarks

October 2026 · B2B SaaS – Data & Analytics · AI Mode
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
67.2
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 68.2
Score to enter the top 10
64.0
Clearing 64.0 puts a brand in the category top ten. The bar sits 3.2 points below the midpoint, so the leaderboard is closely contested.
Brands named per answer
8.2
A typical answer names eight brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 8.9
Citation mix
  • UGC 10%
  • Editorial 4%
  • Video 4%
  • Reference 4%
  • Other 78%
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
41.0%
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
64/100
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
01o9 Solutions
73.8
10.9%AI Mode▲ 9.566demandforecast.ai
02Google
70.3
10.4%AI Mode▼ 1.174medium.com
03Looker
69.2
10.2%AI Mode▼ 0.670domo.com
04Microsoft
68.0
10.0%AI Mode—58linkedin.com
05Blue Yonder
67.8
10.0%AI Mode—61demandforecast.ai
06Snowflake
66.7
9.8%AI Mode—61medium.com
07Anaplan
66.7
9.8%AI Mode▲ 1.762demandforecast.ai
08SAP
66.4
9.8%AI Mode—64demandforecast.ai
09Kinaxis
65.7
9.7%AI Mode▲ 9.662demandforecast.ai
10Databricks
64.0
9.4%AI Mode—65medium.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
01supaboard.ai
5.5%
—
02linkedin.com
5.3%
—
03ovaledge.com
4.2%
—
04domo.com
4.1%
—
05gartner.com
3.6%
—
06thoughtspot.com
3.6%
—
07viewpointanalysis.com
3.6%
—
08youtube.com
3.6%
▲ 6.4
09medium.com
3.2%
—
10data-pilot.com
2.7%
—
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
01Which analytics platforms handle very large datasets best?30141
02Predictive analytics software used for demand forecasting4889
03Business intelligence tools executives trust for decisions2672
04Alternatives to Tableau and Power BI enterprises consider3749
05Quel BI se branche facilement sur les données qu'on a déjà dans le cloud ?210
5 of 35k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising
Kinaxisscore 65.7
▲ 9.6
o9 Solutionsscore 73.8
▲ 9.5
Anaplanscore 66.7
▲ 1.7
Falling
Googlescore 70.3
▼ 1.1
Lookerscore 69.2
▼ 0.6
5 ranked brands scored in both Sep and OctIndustry avg ±4.5/mo

Global Search Demand

Where this industry's questions originate
81,219 searches sampled
Tracked markets for B2B SaaS – Data & Analytics, by sampled search volume
#CountrySearch volume
01United States42K
02Germany13K
03United Kingdom8K
04Italy6K
05Canada3K
06Egypt2K
07Japan2K
08Australia2K
09France2K
10Saudi Arabia1K
11United Arab Emirates418
12Singapore399
12 tracked markets
This edition

What Changed This Month

o9 Solutions leads B2B SaaS – Data & Analytics this edition with a visibility score of 73.8, ahead of Google at 70.3.

supaboard.ai is the most-cited source grounding b2b saas – data & analytics answers, at roughly 5.5% of citations. Brand-owned pages account for 41.0% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked b2b saas – data & analytics brands is 67.2, and a score above 64.0 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.

o9 Solutions currently leads AI search visibility in b2b saas – data & analytics with a Goodie visibility score of 73.8, measured across the tracked AI models.

supaboard.ai is the most-cited source in b2b saas – data & analytics AI answers, grounding roughly 5.5% of citations in this industry.

The median score among ranked b2b saas – data & analytics brands is 67.2. A score above 64.0 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.