# Revenue intelligence and forecasting for small business buyers: what AI models recommend, September 2026 Gane Index, September 2026 Edition. Asked as "revenue intelligence and forecasting platform" and as "sales forecasting and pipeline analytics tool", six framings each, to twelve models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/gtm/sales/revenue-intelligence-and-forecasting/2026-09/smb This is the permanent record of the September 2026 Edition, published September 15, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/sales/revenue-intelligence-and-forecasting/smb/index.md **Standing:** HubSpot Sales Hub leads with 27% of first choices; verdict contested. 55 first choices across the direct, paraphrase, budget and scale prompts. ## First-choice share | Rank | Product | Share | Negative rate | Labels | |---|---|---|---|---| | 1 | [HubSpot Sales Hub](https://www.gane.ai/index/gtm/vendors/hubspot-sales-hub/index.md) | 27% | 0% | 44 | | 2 | [Pipedrive](https://www.gane.ai/index/gtm/vendors/pipedrive/index.md) | 22% | 0% | 16 | | 3 | [Avoma](https://www.gane.ai/index/gtm/vendors/avoma/index.md) | 20% | 3% | 30 | | 4 | [Optifai](https://www.gane.ai/index/gtm/vendors/optifai/index.md) | 9% | 0% | 17 | | 5 | [Oliv](https://www.gane.ai/index/gtm/vendors/oliv/index.md) | 4% | 0% | 16 | | 6 | [Forecastio](https://www.gane.ai/index/gtm/vendors/forecastio/index.md) | 4% | 0% | 13 | | 7 | [Clari Copilot](https://www.gane.ai/index/gtm/vendors/clari-copilot/index.md) | 4% | 81% | 52 | | 8 | [Revenue Grid](https://www.gane.ai/index/gtm/vendors/revenue-grid/index.md) | 2% | 9% | 22 | | 13 | [Gong Revenue Intelligence Platform](https://www.gane.ai/index/gtm/vendors/gong-revenue-intelligence-platform/index.md) | 2% | 86% | 49 | | 14 | [Grain](https://www.gane.ai/index/gtm/vendors/grain/index.md) | 0% | 0% | 20 | | 15 | [tl;dv](https://www.gane.ai/index/gtm/vendors/tl-dv/index.md) | 0% | 0% | 18 | | 16 | [Zoho CRM](https://www.gane.ai/index/gtm/vendors/zoho-crm/index.md) | 0% | 0% | 10 | Rank is by share of first choices among all 70 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: HubSpot Sales Hub; alternatives BoostUp, Revenue Grid, Salesforce Revenue Intelligence - GPT-5.4 mini: Clari Copilot; alternatives BoostUp, Gong Revenue Intelligence Platform - Gemini 3.5 Flash: HubSpot Sales Hub, Weflow; alternatives Apollo.io, Forecastio, Terret - Perplexity Sonar: Avoma; alternatives Grain, Optifai - Grok 4.20: HubSpot Sales Hub; alternatives Avoma, Pipedrive, Revenue Grid, Salesmotion - Mistral Small: Optifai; alternatives Avoma, Clari Copilot, Grain, Revenue Grid - DeepSeek V4 Flash: Avoma, HubSpot Sales Hub; alternatives Forecastio, Grain, Revenue Grid, Terret - Llama 4 Maverick: no first choice - Qwen 3.7 Flash: HubSpot Sales Hub; alternatives Jiminny, Revenue.io, Tellius, Terret - Kimi K2: Avoma; alternatives Grain, Oliv, Revenue Grid - GLM 4.7 FlashX: Avoma; alternatives Grain, Optifai, Salesmotion, tl;dv - MiniMax M2.5: Gong Revenue Intelligence Platform, HubSpot Sales Hub; alternatives Clari Copilot, Forecast, ZoomInfo ## Sources the answers cite 22 of 72 answers came back with a source list, from 4 of 12 models. Sites named in the most answers: - pipeline.zoominfo.com: 10 answers, 13 citations - getmaxiq.com: 10 answers, 10 citations - zapier.com: 10 answers, 10 citations - oliv.ai: 9 answers, 17 citations - forecastio.ai: 9 answers, 12 citations - salesmotion.io: 7 answers, 7 citations - demandbase.com: 6 answers, 6 citations - youtube.com: 5 answers, 9 citations Pages named in the most answers: - https://oliv.ai/blog/best-revenue-intelligence-software-platforms (9 answers) - https://zapier.com/blog/revenue-intelligence-platform (9 answers) - https://pipeline.zoominfo.com/sales/revenue-intelligence-tools (8 answers) - https://salesmotion.io/blog/revenue-intelligence-platform-guide (7 answers) - https://demandbase.com/blog/revenue-intelligence-platforms (6 answers) - https://forecastio.ai/blog/best-revenue-intelligence-platforms (6 answers) - https://getmaxiq.com/blog/best-revenue-intelligence-platforms (6 answers) - https://guideflow.com/blog/best-revenue-intelligence-platforms (5 answers) - https://tellius.com/resources/blog/best-revenue-intelligence-platforms-in-2026-clari-gong-tellius-7-more-compared (5 answers) - https://avoma.com/blog/best-revenue-intelligence-software (4 answers) ## Warned against - Clari Copilot: 42 of 52 labels negative. "Skip Clari, Gong, BoostUp, and Aviso for now." / "not to buy a dedicated enterprise forecasting layer like Clari or Gong right away" (DeepSeek V4 Flash, paraphrase prompt) - Gong Revenue Intelligence Platform: 42 of 49 labels negative. "one guide explicitly says to avoid Gong and Clari for small teams because they can take 3–6 months to implement and are "overkill"" (Perplexity Sonar, negative prompt) - 6sense: 9 of 9 labels negative. "Unless you're running sophisticated account-based marketing with six-figure deals, 6sense is massive overkill." (Kimi K2, negative prompt) - People.ai: 6 of 13 labels negative. "Why to avoid: People.ai solves CRM data hygiene problems — but if you're a small business, you likely don't have the data volume" (Kimi K2, negative prompt) ## Record - Method: https://www.gane.ai/index/gtm/methodology - License: CC BY 4.0. Cite as Gane Index, September 2026 Edition, www.gane.ai/index/gtm.