# Better Proposals vs Loopio: which do AI models recommend for proposals, September 2026

GTM AI Recommendation Index, September 2026 Edition, Proposal software. Zero of twelve models named Better Proposals first on the direct prompt; zero named Loopio. Page: https://gtm-ai-index.com/revops/proposal-software/better-proposals-vs-loopio/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Better Proposals | 2% | #4 of 10 | 15% | 34 | 12 of 12 |
| Loopio | 2% | #6 of 10 | 11% | 18 | 9 of 12 |

## The direct prompt, model by model

- GPT-5.4 mini: neither first, one named (first choices: Proposify) (alternatives: Better Proposals, Quoter)
- Gemini 3.5 Flash: neither first, one named (first choices: PandaDoc) (alternatives: GetAccept, Loopio, Proposify, Qwilr, SiftHub, Trumpet)
- DeepSeek V4 Flash: neither first, one named (first choices: PandaDoc) (alternatives: DealHub, Loopio, Proposify, Qwilr)
- Llama 4 Maverick: neither first, one named (first choices: Proposify) (alternatives: Loopio, PandaDoc, Qwilr)
- Qwen 3.7 Flash: neither first, one named (first choices: PandaDoc) (alternatives: Loopio, Proposify, Qwilr)
- Claude Haiku 4.5: neither named (first choices: PandaDoc) (alternatives: ClientPoint, DealHub, Proposable)
- Perplexity Sonar: neither named (first choices: PandaDoc) (alternatives: Proposify)
- Grok 4.1 Fast: neither named (first choices: PandaDoc) (alternatives: GetAccept, Proposify)
- Mistral Small: neither named (first choices: PandaDoc) (alternatives: GetAccept, Proposify, Qwilr)
- Kimi K2: neither named (first choices: PandaDoc, Qwilr) (alternatives: Proposify)
- GLM 4.7 FlashX: neither named (first choices: Proposify, Qwilr) (alternatives: PandaDoc)
- MiniMax M2.5: neither named (first choices: PandaDoc) (alternatives: Proposify, Qwilr)

## What the models said about Better Proposals

- "Better Proposals — Highest Concern ... Vendor lock-in / data hostage ... Fake/misleading integrations" (DeepSeek V4 Flash, negative prompt, hard negative)
- "HIGH RISK - Avoid These Tools ... 1. Better Proposals" (Mistral Small, negative prompt, hard negative)
- "some users have raised ethical concerns in reviews regarding how the company handled early adopters who pre-paid for lifetime accounts" (Gemini 3.5 Flash, negative prompt, soft negative)
- "the best choice is usually Better Proposals if you want a focused proposal tool" (Perplexity Sonar, budget prompt, first choice)
- "Better Proposals is an industry favorite. * The Catch: The budget-friendly Starter plan caps you at 5 active proposals" (Gemini 3.5 Flash, budget prompt, alternative)
- "Best for freelancers: Better Proposals ($13–$21/month) - combines proposals, signatures, and payments." (GLM 4.7 FlashX, budget prompt, alternative)

## What the models said about Loopio

- "Choose Loopio only if RFPs are central to your sales process — it's overkill for standard proposals." (Kimi K2, direct prompt, soft negative)
- "notoriously expensive ($$$) and require weeks of training and configuration" (Qwen 3.7 Flash, negative prompt, soft negative)
- "Loopio is often recommended for mid-market teams (50–300 RFPs/year), priced around $25K–$75K/year" (DeepSeek V4 Flash, scale prompt, first choice)
- "invest in Enterprise Response Management systems like Responsive (formerly RFPIO) or Loopio" (Gemini 3.5 Flash, negative prompt, alternative)
- "If you answer security questionnaires or complex RFPs, go with SiftHub or Loopio." (Gemini 3.5 Flash, comparative prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.