AEO for contract analysis software: AI search visibility ranking
How AI search engines rank contract analysis software by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Contract analysis platforms used to review language, extract clauses, assess risk, and accelerate legal and procurement workflows. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When buyers inquire about Contract analysis software, AI engines consistently highlight DocuSign CLM as the leader, with Conga CLM and Sirion also frequently mentioned. DocuSign CLM is cited in 50% of AI responses, showing its significant presence in the field. This indicates strong recognition from AI engines, suggesting it's a top choice for many users.
The rankings largely reflect data from top-cited sources such as reddit.com, sirion.ai, and compare-x.ai. Many of these are aggregator and review sites, which means that the software brands mentioned benefit from widespread discussion and analysis by end users and experts alike. This extensive discourse enhances their visibility and credibility in AI-generated responses.
For a buyer exploring this list, it's crucial to consider how third-party validation and recent reviews inform the visibility and ranking of brands. AI engines prioritize these factors when curating responses, so choosing software like DocuSign CLM, recognized for its subcategory authority and strong user feedback, can be a smart decision driven by validated insights.
At a glance
What we observed in this category
DocuSign CLM and Conga CLM share the top two ranks with identical composite scores of 15.0, both driven entirely by citation rather than visibility, which sits at 0.0 percent for every brand in the category. The category average visibility is 0.0 percent, meaning no brand is being named unprompted in AI-generated responses. The gap between the joint leaders and rank 5 Juro (composite score 3.8) is substantial, suggesting the top two hold a structurally stronger citation footprint even in a low-visibility environment.
Every brand in the top 10 records 0.0 percent visibility, yet citation rates diverge sharply, from 50.0 percent for DocuSign CLM and Conga CLM down to 0.0 percent for Malbek, Luminance, LawGeex, and Robin AI. This pattern means Google AI Mode is citing these brands as sources or references without surfacing them as named answers, a distinction that separates trusted reference material from active recommendation. Luminance is a notable case, having fallen from rank 1 with 25.0 percent visibility previously to 0.0 percent visibility now, despite retaining some citation presence.
Google AI Mode is the top engine for all 20 brands in this category, confirming the audit captures a single-engine landscape. The top cited sources include reddit.com, compare-x.ai, legalontech.com, and legesgpt.com alongside brand domains like sirion.ai and conga.com. The presence of community forums and third-party comparison sites in the citation source list suggests Google AI Mode is anchoring its contract analysis responses on review and discussion content rather than vendor-owned pages alone.
Movers & shakers since last refresh
Biggest visibility fallers
-
Luminance 25% → 0% · rank #1 → #8-25pp
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Agiloft 25% → 0% · rank #2 → #12-25pp
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Evisort 25% → 0% · rank #3 → #15-25pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
docusign.com
|
0% | 50% | Google AI Mode |
DocuSign CLM leads with a citation rate of 50.0 percent and composite score of 15.0, the highest in the category, despite recording 0.0 percent visibility alongside all peers. |
||||
| 2 |
conga.com
|
0% | 50% | Google AI Mode |
Conga CLM matches DocuSign CLM exactly at 50.0 percent citation and composite score 15.0, making them joint leaders with a clear gap over third-ranked Sirion at 11.2. |
||||
| 3 |
sirion.ai
|
0% | 38% | Google AI Mode |
Sirion sits at rank 3 with a citation rate of 37.5 percent and composite score of 11.2, and its domain sirion.ai appears directly in the top cited sources list for the category. |
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| 4 |
linksquares.com
|
0% | 38% | Google AI Mode |
LinkSquares ties Sirion at 37.5 percent citation and composite score 11.2, but unlike Sirion its domain does not appear in the top cited sources list, suggesting indirect citation pathways. |
||||
| 5 |
juro.com
|
0% | 12% | Google AI Mode |
Juro drops sharply to a citation rate of 12.5 percent and composite score of 3.8, placing it four times below the joint leaders and just level with sixth-ranked Ironclad. |
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| 6 |
ironcladapp.com
|
0% | 12% | Google AI Mode |
| 7 |
malbek.io
|
0% | 0% | Google AI Mode |
| 8 |
luminance.com
|
0% | 0% | Google AI Mode |
| 9 |
lawgeex.com
|
0% | 0% | Google AI Mode |
| 10 |
robinai.com
|
0% | 0% | Google AI Mode |
| 11 |
contractpodai.com
|
0% | 0% | Google AI Mode |
| 12 |
agiloft.com
|
0% | 0% | Google AI Mode |
| 13 |
lexcheck.com
|
0% | 0% | Google AI Mode |
| 14 |
summize.com
|
0% | 0% | Google AI Mode |
| 15 |
evisort.com
|
0% | 0% | Google AI Mode |
| 16 |
jaggaer.com
|
0% | 0% | Google AI Mode |
| 17 |
clausematch.com
|
0% | 0% | Google AI Mode |
| 18 |
icertis.com
|
0% | 0% | Google AI Mode |
| 19 |
litera.com
|
0% | 0% | Google AI Mode |
| 20 |
spotdraft.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on contract analysis software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this AEO ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
AEO rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own contract analysis software brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about AEO for contract analysis software
Who leads AI visibility in contract analysis software?
No brand holds any measurable visibility in this category, as all 20 brands record 0.0 percent visibility. DocuSign CLM and Conga CLM lead on citation rate at 50.0 percent each, giving them the highest composite scores of 15.0.
What is the difference between visibility and citation in this category?
Visibility measures how often a brand is named unprompted in AI responses, which is 0.0 percent across the entire category. Citation measures how often a brand's content is referenced as a source, where the top brands reach 50.0 percent.
Which brands have recently lost ground in AI coverage for contract analysis software?
Luminance fell from rank 1 to rank 8 with a visibility drop of 25.0 percentage points, while Agiloft dropped from rank 2 to rank 12 and Evisort fell from rank 3 to rank 15, both also losing 25.0 percentage points of visibility.
What sources does Google AI Mode cite most for contract analysis software research?
The top cited sources include reddit.com, sirion.ai, compare-x.ai, youtube.com, conga.com, legesgpt.com, dancumberlandlabs.com, and legalontech.com, indicating a mix of community, comparison, and vendor content.
Which engine dominates AI coverage for contract analysis software brands?
Google AI Mode is listed as the top engine for every one of the 20 brands audited in this category, with no other engine contributing to the rankings.
How large is the citation gap between the top brands and the rest of the category?
The top two brands each hold a 50.0 percent citation rate against a category average of 10.0 percent, and six of the top 10 brands record 0.0 percent citation, showing a highly concentrated citation distribution.