# Revenue intelligence and forecasting for enterprise buyers: what AI models recommend, October 2026 Gane Index, October 2026 Edition. Asked as "revenue intelligence and forecasting platform" and as "sales forecasting and pipeline analytics tool", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/gtm/sales/revenue-intelligence-and-forecasting/2026-10/enterprise This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/sales/revenue-intelligence-and-forecasting/enterprise/index.md **Standing:** Clari Copilot leads with 66% of first choices; verdict clear leader. 50 first choices across the direct, paraphrase, budget and scale prompts. ## First-choice share | Rank | Product | Share | Negative rate | Labels | |---|---|---|---|---| | 1 | [Clari Copilot](https://www.gane.ai/index/gtm/vendors/clari-copilot/index.md) | 66% | 20% | 74 | | 2 | [Salesforce Revenue Intelligence](https://www.gane.ai/index/gtm/vendors/salesforce-revenue-intelligence/index.md) | 8% | 12% | 32 | | 4 | [Aviso](https://www.gane.ai/index/gtm/vendors/aviso/index.md) | 6% | 4% | 26 | | 6 | [Gong Revenue Intelligence Platform](https://www.gane.ai/index/gtm/vendors/gong-revenue-intelligence-platform/index.md) | 2% | 31% | 68 | | 7 | [Salesloft](https://www.gane.ai/index/gtm/vendors/salesloft/index.md) | 2% | 11% | 28 | | 8 | [Revenue Grid](https://www.gane.ai/index/gtm/vendors/revenue-grid/index.md) | 2% | 8% | 13 | | 10 | [Outreach](https://www.gane.ai/index/gtm/vendors/outreach/index.md) | 0% | 12% | 17 | | 12 | [Demandbase](https://www.gane.ai/index/gtm/vendors/demandbase/index.md) | 0% | 20% | 10 | | 14 | [People.ai](https://www.gane.ai/index/gtm/vendors/people-ai/index.md) | 0% | 35% | 17 | | 60 | [Revenue.io](https://www.gane.ai/index/gtm/vendors/revenue-io/index.md) | 0% | 50% | 10 | Rank is by share of first choices among all 73 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels. ## Each model's first choice on the direct prompt - Claude Haiku 4.5: Clari Copilot; alternatives Aviso, Gong Revenue Intelligence Platform - GPT-5.4 mini: Clari Copilot; alternatives Gong Revenue Intelligence Platform - Gemini 3.5 Flash: Clari Forecast; alternatives Einstein, Gong Revenue Intelligence Platform, Outreach, Salesforce Revenue Intelligence - Perplexity Sonar: Clari Copilot; alternatives Demandbase, Gong Revenue Intelligence Platform, Salesforce Revenue Intelligence, Terret - Grok 4.20: Clari Copilot, Gong Revenue Intelligence Platform; alternatives Anaplan, Outreach, Salesloft - Mistral Small: Clari Copilot; alternatives Demandbase, Gong Revenue Intelligence Platform, Revenue.io, Salesforce Revenue Intelligence - DeepSeek V4 Flash: Clari Copilot; alternatives Gong Revenue Intelligence Platform, Salesloft - Llama 4 Maverick: no first choice - Qwen 3.7 Flash: Clari Copilot; alternatives Outreach, Salesforce Einstein, ZoomInfo - Kimi K2: Clari Copilot; alternatives Gong Revenue Intelligence Platform - GLM 4.7 FlashX: Clari Copilot; alternatives Demandbase, Gong Revenue Intelligence Platform, Salesforce Revenue Intelligence - MiniMax M2.5: Salesforce Revenue Intelligence; alternatives Clari Copilot, Gong Revenue Intelligence Platform, ZoomInfo Revenue Intelligence - GPT-6 Luna: Clari Copilot; alternatives Aviso, Gong Revenue Intelligence Platform, Salesforce Revenue Intelligence, Salesloft - Muse Glimmer 30B: Clari Copilot; alternatives Agentforce Sales / Salesforce Revenue Intelligence with Einstein Forecasting, Gong Revenue Intelligence Platform ## Sources the answers cite 77 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers: - avoma.com: 42 answers, 47 citations - pipeline.zoominfo.com: 41 answers, 78 citations - demandbase.com: 37 answers, 38 citations - salesmotion.io: 27 answers, 28 citations - zapier.com: 24 answers, 24 citations - marketsandmarkets.com: 22 answers, 31 citations - revenuegrid.com: 22 answers, 29 citations - revenue.io: 21 answers, 25 citations Pages named in the most answers: - https://demandbase.com/blog/revenue-intelligence-platforms (37 answers) - https://avoma.com/blog/best-revenue-intelligence-software (31 answers) - https://salesmotion.io/blog/revenue-intelligence-platform-guide (23 answers) - https://tellius.com/resources/blog/best-revenue-intelligence-platforms-in-2026-clari-gong-tellius-7-more-compared (21 answers) - https://cleverly.co/blog/revenue-intelligence-tools (20 answers) - https://zapier.com/blog/revenue-intelligence-platform (18 answers) - https://gartner.com/reviews/market/revenue-intelligence (17 answers) - https://pipeline.zoominfo.com/sales/revenue-intelligence-tools (17 answers) - https://pipeline.zoominfo.com/sales/sales-forecasting-software (17 answers) - https://marketsandmarkets.com/AI-sales/revenue-intelligence-tool-selection-performance-and-accuracy-focus (16 answers) ## Warned against - Clari Copilot: 15 of 74 labels negative. "avoid buying into a merged, still-integrating suite on a "unified RevOps" promise before the unified roadmap ships" (Muse Glimmer 30B, negative prompt) - Gong Revenue Intelligence Platform: 21 of 68 labels negative. "Avoid standard per-user pricing with Gong." (Kimi K2, budget prompt) - People.ai: 6 of 17 labels negative. "Why avoid or be highly cautious? - Scalability red flags" (Grok 4.20, negative prompt) - Revenue.io: 5 of 10 labels negative. "Revenue.io pegged at tiny market share (<1%)" (Grok 4.20, negative prompt) ## Movement since September 2026 Floor: 11 points of share, measured on the calibration repeat. Same leader: Clari Copilot at 71%. - Gong Revenue Intelligence Platform: 10% to 2%, −8. Inside the floor by 3 points · rank 2 → 6 of 66. - Clari Copilot: 66% to 71%, +5. Inside the floor by 6 points · rank 1 of 66, unchanged. - Salesforce Revenue Intelligence: 2% to 5%, +3. Inside the floor by 8 points · rank 6 → 3 of 66. - Aviso: 4% to 5%, +1. Inside the floor by 10 points · rank 4 → 2 of 66. - Salesloft: 2% to 2%, ±0. Inside the floor by 11 points · rank 9 → 7 of 66. - Revenue Grid: 2% to 2%, ±0. Inside the floor by 11 points · rank 7 → 8 of 66. - Outreach: 0% to 0%, ±0. Inside the floor by 11 points · rank 24 → 10 of 66. - Demandbase: 0% to 0%, ±0. Inside the floor by 11 points · rank 31 → 12 of 66. - 6sense: 0% to 0%, ±0. Inside the floor by 11 points · rank 13 → 16 of 66. - People.ai: 0% to 0%, ±0. Inside the floor by 11 points · rank 11 → 18 of 66. - Chorus by ZoomInfo: 0% to 0%, ±0. Inside the floor by 11 points · rank 22 → 21 of 66. - ZoomInfo: 0% to 0%, ±0. Inside the floor by 11 points · rank 12 → 44 of 66. ## Record - Method: https://www.gane.ai/index/gtm/methodology - License: CC BY 4.0. Cite as Gane Index, October 2026 Edition, www.gane.ai/index/gtm.