Copilot cut

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

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

October 2026 edition

Across the six months through October 2026, SAP leads AI search visibility in B2B SaaS – Enterprise Operations on Copilot in France with a Goodie visibility score of 71.6, ahead of Microsoft (71.0) and Kinaxis (70.5). The median score across the 10 ranked brands is 69.6, and a score above 65.5 reaches the top ten. The most-cited source grounding these answers is techradar.com at 8.2% of all citations, while brand-owned pages account for just 19.2%.

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

Industry Benchmarks

October 2026 · B2B SaaS – Enterprise Operations · 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
69.6
Half of the 10 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 72.0
Score to enter the top 10
65.5
Clearing 65.5 puts a brand in the category top ten. The bar sits 4.2 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 7.0
Citation mix
  • UGC 8%
  • Editorial 10%
  • Reference 9%
  • Other 73%
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
19.2%
Owned content is weak here: third-party sources decide most of these answers.
Index-wide average is 26.8%
Industry sentiment
58/100
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
10 ranked here · 529 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
01SAP
71.6
10.3%Copilot—56worldmetrics.org
02Microsoft
71.0
10.3%Copilot▲ 10.257worldmetrics.org
03Kinaxis
70.5
10.2%Copilot▲ 12.056worldmetrics.org
04Blue Yonder
70.4
10.2%Copilot▲ 10.250worldmetrics.org
05BambooHR
69.9
10.1%Copilot▲ 11.170peoplemanagingpeople.com
06Slack
69.3
10.0%Copilot▲ 9.863thedigitalprojectmanager.com
07Google
68.7
9.9%Copilot▲ 5.663axis-intelligence.com
08Zoom
68.1
9.8%Copilot—65axis-intelligence.com
09Infor
67.1
9.7%Copilot▲ 12.741worldmetrics.org
10Rippling
65.5
9.5%Copilot—57peoplemanagingpeople.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 – Enterprise Operations
#DomainCitation shareΔ vs last month
01techradar.com
8.2%
—
02worldmetrics.org
4.3%
▼ 3.3
03capterra.com
3.6%
—
04erpresearch.com
3.2%
▲ 0.2
05peoplemanagingpeople.com
3.1%
▼ 4.2
06thedigitalprojectmanager.com
2.9%
▼ 1.6
07axiobench.com
2.6%
—
08g2.com
2.5%
—
09microsoft.com
2.3%
—
10slack.com
2.1%
—
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
01Project management tools that work beyond mid size teams1726
02HR systems employees actually like using2322
03Supply chain software used by global manufacturers1917
04Which ERP platforms scale best for large companies?816
05Quel logiciel les industriels mondiaux utilisent pour la supply chain ?239
5 of 35k sampledDistinct brands named & sources cited

Biggest movers

Oct vs Sep
Rising
Inforscore 67.1
▲ 12.7
Kinaxisscore 70.5
▲ 12.0
BambooHRscore 69.9
▲ 11.1
Falling

No falling brands this month.

7 ranked brands scored in both Sep and OctIndustry avg ±10.2/mo

Global Search Demand

Where this industry's questions originate
8,368 searches sampled
Tracked markets for B2B SaaS – Enterprise Operations, by sampled search volume
#CountrySearch volume
01United States4K
02United Kingdom2K
03Japan2K
04Germany519
05Italy183
06Canada178
07Saudi Arabia176
08Australia168
09United Arab Emirates127
10France99
11Singapore55
12Egypt34
12 tracked markets
This edition

What Changed This Month

SAP leads B2B SaaS – Enterprise Operations this edition with a visibility score of 71.6, ahead of Microsoft at 71.0.

techradar.com is the most-cited source grounding b2b saas – enterprise operations answers, at roughly 8.2% of citations. Brand-owned pages account for 19.2% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked b2b saas – enterprise operations brands is 69.6, and a score above 65.5 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.

SAP currently leads AI search visibility in b2b saas – enterprise operations with a Goodie visibility score of 71.6, measured across the tracked AI models.

techradar.com is the most-cited source in b2b saas – enterprise operations AI answers, grounding roughly 8.2% of citations in this industry.

The median score among ranked b2b saas – enterprise operations brands is 69.6. A score above 65.5 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.