July 2026 snapshot · 72 AI answers Leader emerging

SaaS Procurement & Spend: AI Visibility Ranking

Platforms for buying, renewing, and managing SaaS spend. Right now, Zylo is the brand AI assistants recommend most, with a Visibility Score of 74 and the #1 spot in 32% of answers. Head-to-head: Zylo vs Vendr →

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

Zylo leads clearly, but Vendr and Torii keep it honest.

Zylo is the nearest thing to a default answer here, appearing in 96% of responses and holding a double-digit score gap over everyone else. Vendr is the only real challenger on first-pick rate at 31%, though Torii quietly outscores it on Claude. Zluri is the oddest case in the set: Claude rates it at 73 while ChatGPT and Gemini sit below 20, a model-disagreement gap that wide usually signals a brand with a narrow but vocal presence in certain training data.

AI-generated analysis of the July 2026 measurements.

#	Brand	Visibility Score	Mention rate	Avg. position	#1 pick rate	Models
1	Zylo	74 ±5.9	96%	3	32%	ChatGPT #1 Claude #3 Gemini #1
2	Vendr	62 ±5.6	81%	3	31%	ChatGPT #2 Claude #4 Gemini #2
3	Torii	59 ±5.3	83%	4	7%	ChatGPT #3 Claude #1 Gemini #3
4	Zluri	36 ±6.3	49%	4	6%	ChatGPT #9 Claude #2 Gemini #9
5	Productiv	34 ±7.3	53%	5	1%	ChatGPT #5 Claude #5 Gemini #5
6	Tropic	28 ±4.6	39%	4	1%	ChatGPT #6 Claude #12 Gemini #4
7	Ramp	22 ±5.2	42%	6	8%	ChatGPT #4 Claude #13 Gemini #7
8	BetterCloud	21 ±5.6	36%	5	0%	ChatGPT #7 Claude #6 Gemini #8
9	Okta	13 ±4.9	22%	5	6%	ChatGPT #8 Claude #9 Gemini #11
10	Brex	12 ±4	32%	7	0%	ChatGPT #10 Claude #14 Gemini #10
11	Coupa	12 ±3.7	22%	6	6%	ChatGPT #11 Claude #7 Gemini
12	Airbase	11 ±4.9	26%	7	0%	ChatGPT #12 Claude #10 Gemini #12
13	Cledara	10 ±2.9	22%	7	0%	ChatGPT #15 Claude #15 Gemini #6
14	Zip	9 ±2.9	19%	6	0%	ChatGPT #13 Claude #8 Gemini
15	Azure AD	7 ±3.6	15%	7	0%	ChatGPT #14 Claude #11 Gemini #13

The ± under each score is the reliability band: how much the number would move if we re-ran the identical measurement. It is tight because each prompt is sampled multiple times. It is not the same as how much the ranking depends on which prompts we ask — a separate, wider figure shown on hover.

Just below the cutoff: SAP Ariba (6.1), Google Workspace (3.9), Cleanshelf (3.9), Sastrify (3.5), Jaggaer (3.3). 64 brands were scored in this category; the leaderboard shows the top 15.

Visibility Score: position-weighted presence across all measured answers, 0 to 100. A score of 100 means the brand was the first recommendation in every answer. Every point in a trend line is a live monthly measurement; there is no modeled or backfilled history. Full methodology.

Openness 26/100: the share of this category's recommendation weight not held by the leader.

Compare brands in SaaS Procurement & Spend head-to-head → · Explore the prompt tree →

Get alerted on big movements

We rerun the index every month. Drop your email and pick what to watch in SaaS Procurement & Spend: the whole category or specific brands. Free, unsubscribe anytime.

Do the models agree?

Per-model Visibility Scores for the top 10. A long gray bar means the three assistants disagree about the brand. Hover a row for exact values.

ChatGPT Claude Gemini

Where they land in the answer

When a brand is mentioned, where does it appear? Box shows the middle 50% of positions, the thick line is the median, whiskers are the extremes. Hover a row for the detail.