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Subcategory · AI Citation Index

Contract Lifecycle Management

Contract Lifecycle Management shows strong vendor consolidation around digital signature leaders expanding upstream (DocuSign at 68%) and legal-tech natives (Ironclad, Juro at 68% and 54%). Enterprise suite players like SAP and Coupa maintain 59% and 52% shortlist rates by embedding CLM within broader procurement ecosystems. The 39-vendor consensus against only 12 evaluation brands suggests models draw heavily on established market presence rather than specialized CLM performance data, with perfect 4-model diversity across top vendors indicating no clear differentiation in recommendation patterns.

164 discovery queries · 305 head-to-heads · refreshed Oct 22, 2026

Discovery stage

The shortlist

Across 164 buyer-style "Contract Lifecycle Management" queries

Most cited · Contract Lifecycle ManagementLive

DocuSign

docusign.com

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

ChatGPTGeminiClaude
Citation rate
68%
Visibility score74/100
See the full DocuSign profile→
40%48%56%64%72%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 CLM
8/8
3DocuSign
8/8
4PandaDoc
7/8
5Conga
7/8
1Ironclad
6/6
2DocuSign
6/6
3Conga
6/6
4SAP
6/6
5Conga CLM
6/6
1Ironclad
6/6
2SAP
6/6
3DocuSign
6/6
4Coupa
5/6
5Concord
5/6
1Juro
5/5
2Ironclad
5/5
3DocuSign
5/5
4Coupa
5/5
5Conga
5/5
1DocuSign
4/4
2Ironclad
4/4
3Conga CLM
4/4
4SAP
4/4
5Conga
3/4
1Ironclad
4/4
2DocuSign
4/4
3Juro
4/4
4Conga
4/4
5PandaDoc
4/4
1DocuSign
4/4
2Ironclad
4/4
3Conga
4/4
4PandaDoc
4/4
5Juro
4/4
1Ironclad
4/4
2DocuSign
4/4
3Conga CLM
4/4
4Juro
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 4/100

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 4/100

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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See the full Contract Lifecycle Management leaderboard →