Ironclad is contract lifecycle management software that the company positions as AI-based, built for enterprise business teams and legal teams managing contract workflows · ironcladapp.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
PandaDoc is first at 51%.
PandaDoc is first at 29%. 7 of 14 models made it the first choice when asked directly.
Icertis Contract Intelligence is first at 22%.
“Recognized as a leader in both enterprise and mid-market segments, Ironclad is praised for its AI-powered contract review, workflow automation, and contract repository.”Mistral Small · Comparative question · first choice
“Choose Ironclad if you want high cross-functional adoption (Sales, Legal, HR), intuitive workflow design, and smooth browser-native redlining.”Gemini 3.5 Flash · Comparative question · first choice
“Best Overall: Ironclad ... Start with Ironclad if you want the best balance of modern UX, fast deployment, and proven mid-market fit”Kimi K2 · Direct question · first choice
“If you want the most widely adopted mid-market solution with strong workflows and integration, Ironclad is a top pick.”Mistral Small · Direct question · first choice
“Avoid enterprise solutions – Platforms like DocuSign CLM, Ironclad, or Icertis start at much higher price points”Kimi K2 · Budget-constrained question · warning
“Avoid enterprise-focused products such as Ironclad or DocuSign CLM”Perplexity Sonar · Budget-constrained question · warning
“Avoid enterprise platforms like Ironclad, Icertis, or Agiloft”DeepSeek V4 Flash · Budget-constrained question · warning
“Enterprise platforms (like Ironclad, DocuSign CLM, or Agiloft) often cost tens of thousands of dollars per year plus hefty implementation fees.”Gemini 3.5 Flash · Budget-constrained question · warning
The products named in the same answers as Ironclad, over the 150 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 94 | 4 | View → | |
| 91 | 17 | View → | |
| 87 | 7 | Compare → | |
| 65 | 21 | Compare → | |
| 63 | 0 | View → | |
| 59 | 3 | View → | |
| 53 | 8 | Compare → | |
| 50 | 5 | View → | |
| 35 | 1 | View → | |
| 31 | 7 | Compare → |
What the models named instead of Ironclad →
A side-by-side page exists where both products are among a category's top eight.
Stated on Ironclad's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 137 of the 150 answers that named Ironclad and are not a share of its labels.
347 of the 383 domain citations in answers naming Ironclad came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 2 | 4 |
| GPT-5.4 mini | 1 | 1 | 2 | 1 | 5 |
| Gemini 3.5 Flash | 2 | 1 | 2 | 1 | 6 |
| Perplexity Sonar | 1 | 2 | 0 | 2 | 5 |
| Grok 4.20 | 2 | 1 | 1 | 1 | 5 |
| Mistral Small | 2 | 0 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 1 | 2 | 1 | 1 | 5 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 1 | 4 |
| Kimi K2 | 1 | 1 | 0 | 2 | 4 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 1 | 2 |
| MiniMax M2.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-6 Luna | 2 | 1 | 0 | 0 | 3 |
| Muse Glimmer 30B | 2 | 1 | 0 | 0 | 3 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 265 | 32 | 2026-09-25 | CLM, CPQ | |
| Glossary or explainer | 190 | 8 | 2026-09-28 | CLM | |
| Webinar or virtual event | 100 | 1 | 2026-09-23 | CLM | |
| Case study | 56 | 2 | 2026-09-03 | CLM | |
| Report or ebook | 34 | 2 | 2026-07-06 | CLM | |
| Comparison | 32 | 2 | 2026-09-02 | CLM | |
| Conference or event | 3 | 0 | 2025-10-31 | ||
| News or press | 3 | 0 | 2025-04-21 | ||
| Template or tool | 1 | 0 | 2026-02-12 |
Every page ironcladapp.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.