Market cut · France

Leading B2B SaaS – Enterprise Operations Brands in AI Search in France

The B2B SaaS – Enterprise Operations index re-ranked using only prompts and answers from France.

October 2026 edition

Across the six months through October 2026, Microsoft leads AI search visibility in B2B SaaS – Enterprise Operations in France with a Goodie visibility score of 71.7, ahead of Google (71.3) and SAP (71.3). The median score across the 21 ranked brands is 18.3, and a score above 33.8 reaches the top ten. The most-cited source grounding these answers is lafabriquedunet.fr at 5.8% of all citations, while brand-owned pages account for just 23.6%.

35k prompts · 2.4m AI answers · 10.9m citations · Goodie AI Visibility Index

Industry Benchmarks

October 2026 · B2B SaaS – Enterprise Operations · France
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
18.3
Half of the 21 ranked b2b saas – enterprise operations 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
33.8
Clearing 33.8 puts a brand in the category top ten. The bar sits 15.5 points above the midpoint, so the leaderboard is tightly held.
Brands named per answer
9.0
A typical answer names nine brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 8.9
Citation mix
  • UGC 4%
  • Editorial 3%
  • Video 1%
  • Reference 7%
  • Other 85%
Other leads the third-party sources grounding b2b saas – enterprise operations 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
23.6%
Owned content sits below the index-wide average here: third-party sources decide most of these answers.
Index-wide average is 26.8%
Industry sentiment
59/100
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
2.4m
323k in October · ▲ 10.6% vs September
Citations parsed
10.9m
958k in October · ▼ 3.6% vs September
Brands observed
539
21 ranked here · 518 unranked

Brand Visibility Leaderboard

Brand visibility leaderboard for B2B SaaS – Enterprise Operations, ranked by six-month average AI visibility score
#BrandVisibility scoreShare of voiceModelsΔ vs last monthSentimentTop cited source
01Microsoft
71.7
10.2%AI ModeChatGPTCopilotPerplexity▲ 5.354erpresearch.com
02Google
71.3
10.2%AI ModeChatGPTCopilotPerplexity▲ 4.350slack.com
03SAP
71.3
10.2%AI ModeChatGPTCopilotPerplexity▼ 0.157erpresearch.com
04Slack
54.1
7.7%AI ModeCopilotPerplexity▲ 1.756slack.com
05Zoom
54.0
7.7%ChatGPTCopilotPerplexity▼ 0.649slack.com
06Oracle
53.6
7.7%AI ModeChatGPTPerplexity▲ 3.661erpresearch.com
07Kinaxis
36.2
5.2%CopilotPerplexity▲ 2.259sap.com
08Blue Yonder
36.2
5.2%CopilotPerplexity▲ 3.357sap.com
09Smartsheet
35.0
5.0%ChatGPTPerplexity▼ 0.365thedigitalprojectmanager.com
10BambooHR
33.8
4.8%ChatGPTCopilot▲ 2.871forbes.com
21 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 – Enterprise Operations
#DomainCitation shareΔ vs last month
01lafabriquedunet.fr
5.8%
▼ 0.6
02youtube.com
4.7%
—
03worldmetrics.org
4.3%
▼ 3.3
04cegid.com
4.0%
▲ 1.2
05wikipedia.org
3.7%
—
06techradar.com
3.6%
—
07daf-mag.fr
3.6%
▲ 0.2
08g2.com
3.3%
▼ 2.0
09erpresearch.com
3.1%
▲ 2.0
10hibob.com
3.1%
▼ 0.8
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 – Enterprise Operations, with distinct brands named and sources cited
#PromptBrandsSources
01Which ERP platforms scale best for large companies?16192
02Supply chain software used by global manufacturers78170
03Project management tools that work beyond mid size teams53151
04HR systems employees actually like using69124
05Quels outils les entreprises utilisent pour travailler ensemble ?2628
5 of 35k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising
Microsoftscore 71.7
▲ 5.3
Inforscore 16.8
▲ 4.5
Googlescore 71.3
▲ 4.3
Falling
Zoomscore 54.0
▼ 0.6
Smartsheetscore 35.0
▼ 0.3
SAPscore 71.3
▼ 0.1
15 ranked brands scored in both Sep and OctIndustry avg ±2.1/mo

Global Search Demand

Where this industry's questions originate
515,499 searches sampled
Tracked markets for B2B SaaS – Enterprise Operations, by sampled search volume
#CountrySearch volume
01United States222K
02United Kingdom171K
03Germany31K
04Canada20K
05Japan15K
06Italy11K
07Saudi Arabia11K
08France11K
09Australia10K
10United Arab Emirates7K
11Singapore4K
12Egypt2K
12 tracked markets
This edition

What Changed This Month

Microsoft leads B2B SaaS – Enterprise Operations this edition with a visibility score of 71.7, ahead of Google at 71.3.

lafabriquedunet.fr is the most-cited source grounding b2b saas – enterprise operations answers, at roughly 5.8% of citations. Brand-owned pages account for 23.6% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked b2b saas – enterprise operations brands is 18.3, and a score above 33.8 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 – Enterprise Operations

Questions?
We Have
the Answers.

Microsoft currently leads AI search visibility in b2b saas – enterprise operations with a Goodie visibility score of 71.7, measured across the tracked AI models.

lafabriquedunet.fr is the most-cited source in b2b saas – enterprise operations AI answers, grounding roughly 5.8% of citations in this industry.

The median score among ranked b2b saas – enterprise operations brands is 18.3. A score above 33.8 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.