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Leading B2B Saas – Enterprise Operations Brands in AI Search

Benchmarks, the brands AI recommends, and the sources grounding those answers across 4 AI models.

August 2026 edition

Across the six months through August 2026, SAP leads AI search visibility in B2B Saas – Enterprise Operations with a Goodie visibility score of 76.9, ahead of Microsoft (73.3) and Oracle (73.1). The median score across the 18 ranked brands is 35.7, and a score above 35.4 reaches the top ten. The most-cited source grounding these answers is 6sense.com at 6.7% of all citations, while brand-owned pages account for just 33.9%.

5k prompts · 1.6m AI answers · 7.3m citations · Goodie AI Visibility Index

Industry Benchmarks

August 2026 · B2B Saas – Enterprise Operations
What good looks like in this category. Read a brand's own score against these before looking at who is winning.
Median visibility score
35.7
Half of the 18 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 71.9
Score to enter the top 10
35.4
Clearing 35.4 puts a brand in the category top ten. The bar sits 0.3 points below the midpoint, so the leaderboard is closely contested.
Brands named per answer
8.5
A typical answer names nine brands, so the consideration set is wide and a mention is comparatively easy to earn.
Index-wide average is 8.8
Citation mix
  • UGC 5%
  • Editorial 5%
  • Video 2%
  • Reference 7%
  • Other 81%
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.
Brand-owned citation share
33.9%
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
63/100
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
1.6m
199k in August · ▼ 3.4% vs July
Citations parsed
7.3m
1m in August · ▼ 0.6% vs July
Brands observed
424
18 ranked here · 406 unranked
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
76.9
10.7%AI ModeChatGPTCopilotPerplexity▲ 4.283domo.com
02Microsoft
73.3
10.2%AI ModeChatGPTCopilotPerplexity▼ 2.482wrike.com
03Oracle
73.1
10.2%AI ModeChatGPTCopilotPerplexity▲ 2.582domo.com
04Slack
71.9
10.0%AI ModeChatGPTCopilotPerplexity▼ 3.481wrike.com
05BambooHR
53.7
7.5%AI ModeChatGPTCopilot▲ 2.372techradar.com
06Kinaxis
52.8
7.3%AI ModeChatGPTPerplexity▲ 1.371panorama-consulting.com
07Wrike
36.7
5.1%CopilotPerplexity▲ 1.063wrike.com
08Google
36.3
5.0%CopilotPerplexity▲ 0.663slack.com
09Rippling
36.0
5.0%ChatGPTCopilot▲ 2.663techradar.com
10Asana
35.4
4.9%AI ModeCopilot▼ 0.963wrike.com
18 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 – Enterprise Operations
#DomainCitation shareΔ vs last month
016sense.com
6.7%
02youtube.com
5.1%
▼ 2.8
03techradar.com
4.0%
04linkedin.com
3.7%
05worldmetrics.org
3.6%
▲ 6.3
06reddit.com
3.3%
07wrike.com
3.2%
▲ 0.4
08pcmag.com
3.0%
09gartner.com
2.9%
▼ 0.9
10bitrix24.com
2.9%
Top 10 of 1k 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 – Enterprise Operations, with distinct brands named and sources cited
#PromptBrandsSources
01Project management tools that work beyond mid size teams31326
02HR systems employees actually like using36209
03Popular enterprise collaboration platforms 46198
04Which ERP platforms scale best for large companies?15187
05Supply chain software used by global manufacturers55161
Top 5 of 5k sampledDistinct brands named & sources cited

Biggest movers

Aug vs Jul
Rising
SAPscore 76.9
▲ 4.2
Gustoscore 17.7
▲ 3.4
Smartsheetscore 34.6
▲ 3.1
Falling
Slackscore 71.9
▼ 3.4
Microsoftscore 73.3
▼ 2.4
Zoomscore 35.0
▼ 1.4
17 ranked brands scored in both Jul and AugIndustry avg ±1.9/mo

Global Search Demand

Where this industry's questions originate
956,546 searches sampled
Tracked markets for B2B Saas – Enterprise Operations, by sampled search volume
#CountrySearch volume
01United States416K
02United Kingdom300K
03Germany66K
04Canada40K
05Japan28K
06Italy21K
07Australia21K
08Saudi Arabia20K
09France17K
10United Arab Emirates16K
11Singapore8K
12Egypt5K
12 tracked markets

How the Models Differ

Same industry, 4 verdicts
AI Mode
54 of 116 brands visible
01 SAP74.7
02 Oracle71.6
03 Microsoft71.2
04 BambooHR70.2
05 Asana68.4
ChatGPT
52 of 116 brands visible
01 SAP73.8
02 Microsoft72.7
03 Gusto71.0
04 Oracle70.9
05 Workday69.8
Copilot
63 of 116 brands visible
01 SAP81.1
02 Oracle76.1
03 Rippling76.0
04 Slack75.0
05 BambooHR75.0
Perplexity
54 of 116 brands visible
01 SAP78.0
02 Slack75.6
03 Microsoft75.3
04 Wrike74.8
05 Kinaxis74.1
This edition

What Changed This Month

SAP leads B2B Saas – Enterprise Operations this edition with a visibility score of 76.9, ahead of Microsoft at 73.3.

6sense.com is the most-cited source grounding b2b saas – enterprise operations answers, at roughly 6.7% of citations. Brand-owned pages account for 33.9% — the rest of the answer supply chain runs through third-party sources.

The median visibility score across ranked b2b saas – enterprise operations brands is 35.7, and a score above 35.4 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 – Enterprise Operations

Questions?
We Have
the Answers.

SAP currently leads AI search visibility in b2b saas – enterprise operations with a Goodie visibility score of 76.9, measured across the tracked AI models.

6sense.com is the most-cited source in b2b saas – enterprise operations AI answers, grounding roughly 6.7% of citations in this industry.

The median score among ranked b2b saas – enterprise operations brands is 35.7. A score above 35.4 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.