# Mobly Capture vs momencio: which do AI models recommend for event lead capture, October 2026

GTM AI Recommendation Index, October 2026 Edition, Event lead capture apps. Three of fourteen models named Mobly Capture first on the direct prompt; three named momencio. Page: https://gtm-ai-index.com/marketing/event-lead-capture/mobly-capture-vs-momencio/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Mobly Capture | 8% | #2 of 13 | 10% | 29 | 13 of 14 |
| momencio | 8% | #4 of 13 | 20% | 25 | 10 of 14 |

## The direct prompt, model by model

- Gemini 3.5 Flash: mobly capture first (first choices: BoothIQ, Mobly Capture) (alternatives: Blinq, Captello, Popl, iCapture)
- GLM 4.7 FlashX: mobly capture first (first choices: Mobly Capture) (alternatives: Blinq, Zuddl, momencio)
- MiniMax M2.5: mobly capture first (first choices: B2Brain, Mobly Capture) (alternatives: Accelevents, Eventleaf Lead Retrieval App, Popl)
- Mistral Small: momencio first (first choices: Blinq, momencio) (alternatives: Mobly Capture)
- Kimi K2: momencio first (first choices: Wave Connect, momencio) (alternatives: Eventleaf Lead Retrieval App, iCapture)
- Muse Glimmer 30B: momencio first (first choices: Blinq, momencio) (alternatives: iCapture)
- Perplexity Sonar: neither first, one named (first choices: Blinq) (alternatives: B2Brain, Cvent LeadCapture, momencio)
- Grok 4.1 Fast: neither first, one named (first choices: Blinq) (alternatives: Captello, Mobly Capture, iCapture, momencio)
- DeepSeek V4 Flash: neither first, one named (first choices: Blinq) (alternatives: B2Brain, Eventleaf Lead Retrieval App, Mobly Capture, iCapture)
- Claude Haiku 4.5: neither named (first choices: Blinq) (alternatives: B2Brain, Conexa, iCapture)
- GPT-5.4 mini: neither named (first choices: Popl) (alternatives: Captello, iCapture)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: Whova) (alternatives: Attendify, Swapcard)
- GPT-6 Luna: neither named (first choices: Cvent iCapture) (alternatives: Captello, LeadCapture)

## What the models said about Mobly Capture

- "Consider a dedicated app like Popl or Mobly only if you attend enough events to justify getting a quote—neither publishes straightforward pricing" (GPT-6 Luna, budget prompt, soft negative)
- "Low-Velocity Review Platforms (e.g., B2Brain, Mobly) ... require more due diligence before enterprise adoption." (Qwen 3.7 Flash, negative prompt, soft negative)
- "Less-reviewed apps (e.g., outside G2 top 10 like Mobly): Riskier due to fewer verified reviews" (Grok 4.1 Fast, negative prompt, soft negative)
- "Choose Mobly if you run many events annually and need ICP scoring, automatic enrichment, and CRM routing before leaving the floor." (MiniMax M2.5, comparative prompt, first choice)
- "Mobly is designed to replace hardware badge scanners. It is "event-agnostic," meaning you use the *same* app at every trade show" (GLM 4.7 FlashX, comparative prompt, first choice)
- "Mobly is the strongest general pick from the provided results because it is highlighted as the best for SMB lead capture" (Perplexity Sonar, budget prompt, first choice)

## What the models said about momencio

- "rigid annual contracts, per-seat pricing with expensive add-ons... Momencio is likely over-engineered and too expensive" (Gemini 3.5 Flash, negative prompt, soft negative)
- "momencio's standard tier need organizer API / registration vendor access to work without an add-on" (Muse Glimmer 30B, negative prompt, soft negative)
- "Strong for post-event engagement, but has a high seat minimum and floor pricing." (Mistral Small, comparative prompt, soft negative)
- "I'd suggest starting with Wave Connect or Momencio if you want rich features with scalable pricing" (Kimi K2, direct prompt, first choice)
- "ROI-focused mid-market program: momencio ... momencio / Romify are the mid-market class fits" (Muse Glimmer 30B, paraphrase prompt, first choice)
- "If you need a comprehensive, ROI-focused solution, momencio is a top choice." (Mistral Small, direct prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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.