Contract analysis software: AI search visibility ranking (2026)
How AI search engines rank contract analysis software by visibility and citations. 20 brands measured monthly 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 asking AI engines about Contract analysis software, the name that consistently stands out is Luminance, featuring in 25% of responses. Other notable mentions include Agiloft and Evisort. While Luminance leads in visibility, it interestingly holds a 0% citation rate. These figures highlight which brands are most frequently recognized by AI in this category.
The ranking of these brands by AI engines is largely influenced by top cited sources like youtube.com, gartner.com, and legalfly.com. These platforms often serve as aggregators or review sites, compiling user feedback, industry reviews, and expert analyses. This means the AI models are utilizing a wide range of data points from both user-generated content and professional evaluations.
For buyers evaluating Contract analysis software, it is crucial to consider what AI values most: recent reviews, third-party validations, and authoritative content in the specific legal subcategory. By leveraging this AI-driven insight, you gain a well-rounded view of each brand, helping you make an informed choice rooted in widely recognized expertise.
At a glance
What we observed in this category
Luminance, Agiloft, Evisort, and Icertis share the top rank with identical visibility scores of 25.0%, each running at 3.3 times the category average of 7.5%. That four brands sit at precisely the same composite score of 17.5 suggests Google AI Mode is drawing from a relatively flat shortlist rather than a clear hierarchy. Luminance and Agiloft are the most dramatic risers, both moving from zero visibility to 25.0% after ranking 12th and 16th respectively in the prior period.
A sharp divergence between visibility and citation runs through this category. The top four brands by visibility all carry 0.0% citation rates, meaning Google AI Mode names them without linking to their domains. Sirion and DocuSign CLM at rank 5 and 6 are the only brands where visibility and citation are in balance, both at 12.5% each. Summize presents the starkest inversion, holding 0.0% visibility yet a 25.0% citation rate, the highest citation figure in the entire dataset, making it the most-linked brand that AI never directly names.
Google AI Mode is the top engine for every brand in the dataset, confirming this category has negligible presence in other AI surfaces. The top cited external sources include youtube.com, gartner.com, and reddit.com alongside niche sites such as legalfly.com, dancumberlandlabs.com, and oneflow.com. The presence of summize.com in that source list aligns with Summize's anomalous citation score. Ironclad, formerly ranked 2nd with 25.0% visibility, has dropped to rank 10 with 0.0% visibility, the steepest fall in the category.
Movers & shakers since last refresh
Biggest visibility risers
-
Luminance 0% → 25% · rank #12 → #1+25pp
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Agiloft 0% → 25% · rank #16 → #2+25pp
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Evisort 12% → 25% · rank #7 → #3+12pp
Biggest visibility fallers
-
Ironclad 25% → 0% · rank #2 → #10-25pp
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Kira Systems 25% → 12% · rank #4 → #8-12pp
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LinkSquares 12% → 0% · rank #6 → #17-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
luminance.com
|
25% | 0% | Google AI Mode |
Luminance leads with 25.0% visibility, up from 0.0% after a rise of 11 rank positions, but retains a 0.0% citation rate matching the other top-four brands. |
||||
| 2 |
agiloft.com
|
25% | 0% | Google AI Mode |
Agiloft matches Luminance exactly at 25.0% visibility and 0.0% citations, having climbed 14 rank positions from 16th, the largest rank gain in the dataset. |
||||
| 3 |
evisort.com
|
25% | 0% | Google AI Mode |
Evisort sits at 25.0% visibility with a 0.0% citation rate, rising 4 places from rank 7, with its visibility doubling from 12.5% in the prior period. |
||||
| 4 |
icertis.com
|
25% | 0% | Google AI Mode |
Icertis shares the identical composite score of 17.5 and 25.0% visibility as the three brands above it, with no citation presence and no recorded rank movement in the data. |
||||
| 5 |
sirion.ai
|
12% | 12% | Google AI Mode |
Sirion is one of only two brands where visibility and citation are aligned at 12.5% each, giving it the most balanced AI presence profile inside the top five. |
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| 6 |
docusign.com
|
12% | 12% | Google AI Mode |
| 7 |
juro.com
|
12% | 0% | Google AI Mode |
| 8 |
litera.com
|
12% | 0% | Google AI Mode |
| 9 |
summize.com
|
0% | 25% | Google AI Mode |
| 10 |
ironcladapp.com
|
0% | 12% | Google AI Mode |
| 11 |
conga.com
|
0% | 12% | Google AI Mode |
| 12 |
malbek.io
|
0% | 0% | Google AI Mode |
| 13 |
lawgeex.com
|
0% | 0% | Google AI Mode |
| 14 |
robinai.com
|
0% | 0% | Google AI Mode |
| 15 |
contractpodai.com
|
0% | 0% | Google AI Mode |
| 16 |
lexcheck.com
|
0% | 0% | Google AI Mode |
| 17 |
linksquares.com
|
0% | 0% | Google AI Mode |
| 18 |
spotdraft.com
|
0% | 0% | Google AI Mode |
| 19 |
jaggaer.com
|
0% | 0% | Google AI Mode |
| 20 |
clausematch.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 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 →
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 30 days and refresh this page automatically. How AI search ranking works →
Get your own contract analysis software brand audited
The brands above were curated from public market-leader lists. Want the same 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 contract analysis software AI visibility
Who leads AI visibility in contract analysis software?
Luminance, Agiloft, Evisort, and Icertis all share the top visibility score of 25.0%, which is 3.3 times the category average of 7.5%, with identical composite scores of 17.5.
Which brands are cited most by Google AI Mode in this category?
Summize holds the highest citation rate at 25.0%, followed by Sirion and DocuSign CLM at 12.5% each, while the four highest-visibility brands carry 0.0% citation rates.
What external sources does Google AI Mode anchor on for contract analysis software queries?
The top cited sources include youtube.com, gartner.com, reddit.com, legalfly.com, oneflow.com, summize.com, dancumberlandlabs.com, and spellbook.com.
Which brands have seen the biggest AI visibility changes recently?
Luminance rose 11 positions and Agiloft rose 14 positions, both moving from 0.0% to 25.0% visibility, while Ironclad fell 8 positions and dropped from 25.0% to 0.0% visibility.
Is there a gap between being named by AI and being cited by AI in this category?
Yes, the top four brands by visibility all have 0.0% citation rates, and Summize holds a 25.0% citation rate with 0.0% visibility, showing the two metrics are largely decoupled in this category.
Which AI engine dominates visibility for contract analysis software brands?
Google AI Mode is listed as the top engine for every brand in the dataset, suggesting no other AI surface is contributing meaningfully to brand visibility in this category.