← E-signature & Contracts ranking
Brand report · September 2026
Qwilr: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about e-signature & contracts, Qwilr ranks #13 of 15, a Visibility Score of 6 in E-signature & Contracts .
These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.
Qwilr runs one race in AI search and is losing it.
Where it wins. At least the models know the category exists for Qwilr: an 8.3% mention rate in E-signature & Contracts keeps it on the board, which is more than most single-category players manage at rank 13 of 15.
Where it loses. Six of the most purchase-intent prompt themes return zero Qwilr results, and no AI model has ever named it first in a contracts or e-signature query, meaning buyers who ask a direct buying question get pointed to PandaDoc or Proposify before Qwilr enters the conversation.
AI-generated analysis of the September 2026 measurements.
ChatGPT 
Claude 
Gemini Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
Share of each theme's answers that mention Qwilr. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Use-case fit · Top tools in 2026 · Startup & small team · Enterprise pick · If you could pick one
Share of Qwilr's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Scores are measured from real AI answers, refreshed monthly. Methodology.
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