# Workiva vs Certent Disclosure Management: which do AI models recommend for disclosure reporting, October 2026

Finance AI Recommendation Index, October 2026 Edition, SEC and disclosure reporting. Eight of fourteen models named Workiva first on the direct prompt; four named Certent Disclosure Management. Page: https://finance-ai-index.com/accounting/sec-and-disclosure-reporting/workiva-vs-certent-disclosure-management/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Workiva | 32% | #1 of 6 | 23% | 77 | 14 of 14 |
| Certent Disclosure Management | 22% | #3 of 6 | 2% | 47 | 14 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: workiva first (first choices: Workiva) (alternatives: Certent, DFIN ActiveDisclosure, IRIS CARBON)
- GPT-5.4 mini: workiva first (first choices: Workiva) (alternatives: DFIN ActiveDisclosure, IRIS CARBON)
- Gemini 3.5 Flash: workiva first (first choices: Workiva) (alternatives: Certent Disclosure Management, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill Bridge)
- Perplexity Sonar: workiva first (first choices: Workiva) (alternatives: Certent Disclosure Management, DFIN ActiveDisclosure)
- Grok 4.1 Fast: workiva first (first choices: Workiva) (alternatives: Certent Disclosure Management, DFIN ActiveDisclosure, IRIS CARBON)
- Mistral Small: workiva first (first choices: IRIS CARBON, Workiva) (alternatives: Basedash, RERegnology ESEF)
- Qwen 3.7 Flash: workiva first (first choices: Workiva) (alternatives: Certent, DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill Bridge)
- MiniMax M2.5: workiva first (first choices: Workiva) (alternatives: ActiveDisclosure, Certent, DFIN ActiveDisclosure, RDG Filings)
- DeepSeek V4 Flash: certent disclosure management first (first choices: Certent Disclosure Management) (alternatives: DFIN ActiveDisclosure, IRIS CARBON, Toppan Merrill Bridge)
- Kimi K2: certent disclosure management first (first choices: Certent Disclosure Management, DFIN ActiveDisclosure)
- GLM 4.7 FlashX: certent disclosure management first (first choices: Certent Disclosure Management, DFIN ActiveDisclosure) (alternatives: DataTracks DART, FilePoint, IDL Publisher, Workiva)
- Muse Glimmer 30B: certent disclosure management first (first choices: Certent Disclosure Management) (alternatives: DFIN ActiveDisclosure, Workiva)
- GPT-6 Luna: neither first, one named (first choices: DFIN ActiveDisclosure) (alternatives: Toppan Merrill Bridge, Workiva)
- Llama 4 Maverick: neither named (first choices: DFIN ActiveDisclosure)

## What the models said about Workiva

- "Top Recommendation: Workiva ... the default market leader and is consistently rated the best all-around platform for mid-market public companies" (DeepSeek V4 Flash, paraphrase prompt, first choice)
- "Workiva is identified as the leading solution in the disclosure management category with the highest adoption and satisfaction" (Claude Haiku 4.5, comparative prompt, first choice)

## What the models said about Certent Disclosure Management

- "Cautiously evaluate Certent if your team is looking for a modern, cloud-native platform" (Gemini 3.5 Flash, negative prompt, soft negative)
- "Start with Certent or IRIS CARBON if you need a full disclosure management platform with workflow and collaboration features" (Kimi K2, budget prompt, first choice)
- "Certent is regularly positioned as the value lane alternative to Workiva... the price point sits meaningfully below Workiva" (Muse Glimmer 30B, direct prompt, first choice)
- "Certent Disclosure Management and IRIS CARBON are the two best-value platforms recommended by industry analysts" (DeepSeek V4 Flash, budget 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.