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 →
Refreshed Jun 10, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Sirion leads the contract analysis software category with a composite score of 23.8, despite having the lowest visibility percentage (12.5%) among the top five brands. Its citation rate of 50.0% — four times the category average of 8.1% — is the primary driver of this position. Ironclad, by contrast, holds a 25.0% visibility score but only a 12.5% citation rate, producing a composite of 21.2. This gap illustrates that raw mention frequency does not translate directly to authoritative standing in AI-generated responses.
A clear divergence exists between brands that are named frequently and those that are actually trusted as sources. Kira Systems and Icertis both achieve 25.0% visibility — matching Ironclad — yet carry 0.0% citation rates, placing them at composite scores of 17.5. SpotDraft, Conga CLM, and Malbek each register 0.0% visibility but still earn 12.5% citation rates, suggesting Google AI Mode surfaces their content as reference material without naming them directly in responses. Citation and visibility are measurably decoupled in this category.
Google AI Mode is the dominant engine across all ten ranked brands, with no outlier engine recorded for any brand. The top cited sources in the category include youtube.com, reddit.com, and several smaller specialist domains — spellbook.com, hyperstart.com, aline.co, and oneflow.com — alongside only two brand-owned domains: sirion.ai and docusign.com. This indicates Google AI Mode is anchoring its contract analysis responses heavily on third-party and community content rather than vendor-owned material, with Sirion and DocuSign as the only brands whose own domains break through.
Movers & shakers since last refresh
Biggest visibility risers
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Ironclad 0% → 25% · rank #0 → #2+25pp
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Kira Systems 0% → 25% · rank #0 → #4+25pp
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Icertis 0% → 25% · rank #0 → #5+25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
sirion.ai
|
12% | 50% | Google AI Mode |
Sirion leads with a 50.0% citation rate — more than six times the 8.1% category average — despite visibility of just 12.5%, giving it the highest composite score of 23.8. |
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| 2 |
ironcladapp.com
|
25% | 12% | Google AI Mode |
Ironclad achieves the highest visibility in the category at 25.0% but converts this into only a 12.5% citation rate, ranking second with a composite of 21.2 behind Sirion. |
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| 3 |
docusign.com
|
12% | 38% | Google AI Mode |
DocuSign CLM pairs a 12.5% visibility score with a 37.5% citation rate — second only to Sirion — and is one of just two brands whose owned domain appears in the top cited sources list. |
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| 4 |
litera.com
|
25% | 0% | Google AI Mode |
Kira Systems matches Ironclad's 25.0% visibility but holds a 0.0% citation rate, pulling its composite to 17.5 and signalling it is mentioned but not used as a reference by Google AI Mode. |
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| 5 |
icertis.com
|
25% | 0% | Google AI Mode |
Icertis shares rank 4's exact profile — 25.0% visibility and 0.0% citations — resulting in an identical composite of 17.5, with no citation presence despite above-average AI mention frequency. |
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| 6 |
linksquares.com
|
12% | 25% | Google AI Mode |
| 7 |
evisort.com
|
12% | 0% | Google AI Mode |
| 8 |
spotdraft.com
|
0% | 12% | Google AI Mode |
| 9 |
conga.com
|
0% | 12% | Google AI Mode |
| 10 |
malbek.io
|
0% | 12% | Google AI Mode |
| 11 |
juro.com
|
0% | 0% | Google AI Mode |
| 12 |
luminance.com
|
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 |
agiloft.com
|
0% | 0% | Google AI Mode |
| 17 |
lexcheck.com
|
0% | 0% | Google AI Mode |
| 18 |
summize.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.
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.
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.
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.
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?
Sirion leads with the highest composite score of 23.8, driven primarily by a 50.0% citation rate that is more than six times the category average of 8.1%.
Which brands have high visibility but low citation rates in this category?
Kira Systems and Icertis both show 25.0% visibility but 0.0% citation rates, indicating Google AI Mode mentions them in responses without using their content as cited sources.
What sources does Google AI Mode cite most for contract analysis software research?
The top cited sources include youtube.com, reddit.com, and specialist sites such as spellbook.com, hyperstart.com, aline.co, and oneflow.com, with only sirion.ai and docusign.com representing brand-owned domains.
Can a brand be cited by AI without appearing in visibility rankings?
Yes — SpotDraft, Conga CLM, and Malbek each hold 0.0% visibility but still register 12.5% citation rates, meaning their content is referenced without the brand being named in AI responses.
Which brands are the biggest new entrants to AI visibility in this category?
Ironclad, Kira Systems, and Icertis are the biggest visibility risers, each moving from 0.0% to 25.0% visibility, though only Ironclad gained any corresponding citation rate increase of 12.5%.
How concentrated is AI visibility across the contract analysis software category?
Visibility is highly concentrated — the category average is just 6.2%, while the top five brands range from 12.5% to 25.0%, and ten of the twenty tracked brands record 0.0% visibility.