[unCited]

Subcategory · AI Citation Index

Contract Lifecycle Management

Contract Lifecycle Management shows mature buyer behavior with three vendors (Salesforce, Ironclad, DocuSign) achieving identical 68% shortlist rates and uniform model diversity of 4, indicating broad cross-model agreement. The presence of procurement-adjacent platforms (Coupa at 52%, Ariba at 49%) alongside pure-play CLM tools suggests category boundaries blur with upstream sourcing and downstream compliance workflows. With 50 consensus brands but only 12 evaluated and 0% prompt coverage, the data reflects established enterprise awareness rather than active AI-driven discovery.

164 discovery queries · 319 head-to-heads · refreshed Jul 13, 2026

Discovery stage

The shortlist

Across 164 buyer-style "Contract Lifecycle Management" queries

Most cited · Contract Lifecycle ManagementLive

Salesforce

salesforce.com

Cited in 112 of 164 buyer questions for Contract Lifecycle Management — surfaced by 3 of 3 AI engines.

ChatGPTGeminiClaude
Citation rate
68%
Visibility score78/100
See the full Salesforce profile→
3%25%46%68%90%Coverage — share of discovery prompts where the brand surfaces49%61%74%86%98%Engine diversity

Hover or click a logo to see brand details

X = coverage across discovery prompts · Y = engine diversity · Bubble size = total mentions
Tracked acrossChatGPT,Gemini,Claude

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Score shifts, new entrants, citation gaps — every Monday.

Signal by intent

By topic

Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.

1Ironclad
8/8
2Conga
8/8
3Salesforce
8/8
4DocuSign
8/8
5PandaDoc
7/8
1Ironclad
6/6
2DocuSign
6/6
3Conga
6/6
4Salesforce
6/6
5SAP
6/6
1Ironclad
6/6
2Conga
6/6
3Salesforce
6/6
4DocuSign
6/6
5Coupa
5/6
1Salesforce
5/5
2Juro
5/5
3Ironclad
5/5
4DocuSign
5/5
5Coupa
5/5
1DocuSign
4/4
2Ironclad
4/4
3Conga
4/4
4Salesforce
4/4
5Coupa
3/4
1Ironclad
4/4
2DocuSign
4/4
3Salesforce
4/4
4Conga
4/4
5PandaDoc
4/4
1DocuSign
4/4
2Ironclad
4/4
3Salesforce
4/4
4Conga
4/4
5PandaDoc
4/4
1Ironclad
4/4
2DocuSign
4/4
3Conga
4/4
4Salesforce
4/4
5PandaDoc
4/4
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · contract-lifecycle-management

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 7/100

0255075100Evaluation citation rate — % of category evaluation prompts citing this brand08162432Evaluation prompts cited inmedian citation ratemedian exposure

Hover or click a logo to see brand details

X = evaluation citation rate · Y = evaluation prompts cited in · Bubble size = citation exposure
Median citation rate 7/100

Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.

Citation sources

Where AI pulls citations from

561 citations captured across Contract Lifecycle Management prompt runs.

Vendor pages

276

Product, help, and marketing pages from tracked vendors

Independent sources

200

Reviews, encyclopedias, forums, press — not vendor-owned

Buyer questions

What AI cites for top Contract Lifecycle Management questions

Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.

Discovery

Buyers exploring the category

Evaluation

Buyers comparing options

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