# Salesloft vs Outreach: which do AI models recommend for sales engagement, October 2026

GTM AI Recommendation Index, October 2026 Edition, Sales engagement platforms. Six of fourteen models named Salesloft first on the direct prompt; two named Outreach. Page: https://gtm-ai-index.com/sales/sales-engagement/salesloft-vs-outreach/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Salesloft | 25% | #2 of 11 | 27% | 64 | 14 of 14 |
| Outreach | 9% | #4 of 11 | 35% | 62 | 14 of 14 |

## The direct prompt, model by model

- Mistral Small: both first (first choices: Apollo.io, Outreach, Salesloft)
- GPT-5.4 mini: salesloft first (first choices: Salesloft) (alternatives: Apollo.io, HubSpot Sales Hub)
- Perplexity Sonar: salesloft first (first choices: Salesloft) (alternatives: Apollo.io, HubSpot Sales Hub, Outreach)
- GLM 4.7 FlashX: salesloft first (first choices: Salesloft) (alternatives: Apollo.io, HubSpot Sales Hub)
- GPT-6 Luna: salesloft first (first choices: Salesloft) (alternatives: Apollo.io, Outreach)
- Muse Glimmer 30B: salesloft first (first choices: Salesloft) (alternatives: Apollo.io, HubSpot Sales Hub, Rework, Salesforce Sales Engagement)
- Llama 4 Maverick: outreach first (first choices: Outreach) (alternatives: Amplemarket)
- Claude Haiku 4.5: neither first, one named (first choices: HubSpot Sales Hub) (alternatives: Amplemarket, Apollo.io, Reply.io, Salesloft)
- Gemini 3.5 Flash: neither first, one named (first choices: Apollo.io) (alternatives: Amplemarket, HubSpot Sales Hub, Klenty, Salesloft)
- Grok 4.20: neither first, one named (first choices: Apollo.io) (alternatives: Groove, HubSpot Sales Hub, Salesloft)
- Qwen 3.7 Flash: neither first, one named (first choices: HubSpot Sales Hub) (alternatives: Apollo.io, Outreach, Salesloft)
- Kimi K2: neither first, one named (first choices: Apollo.io) (alternatives: HubSpot Sales Hub, Salesloft)
- MiniMax M2.5: neither first, one named (first choices: Apollo.io, HubSpot Sales Hub) (alternatives: Outreach, Revenue Grid, Salesloft)
- DeepSeek V4 Flash: neither named (first choices: HubSpot Sales Hub) (alternatives: Apollo.io, Klenty, Rework)

## What the models said about Salesloft

- "In August 2025, attackers stole OAuth tokens from Salesloft's Drift chatbot integration... FINRA issued a cybersecurity alert telling member firms to disconnect Salesloft integrations" (Muse Glimmer 30B, negative prompt, hard negative)
- "SalesLoft had a data breach in August 2025 via the Drift integration that compromised 700+ organizations... users report concerning renewal practices" (Claude Haiku 4.5, negative prompt, hard negative)
- "Platforms to Be Cautious About (with specific reasons)... SalesLoft ... Cancellation nightmare ... Email bugs are severe" (DeepSeek V4 Flash, negative prompt, hard negative)
- "For most mid-sized B2B companies scaling reps quickly, Salesloft is the commonly recommended balance of engagement, coaching and revenue intelligence." (Muse Glimmer 30B, paraphrase prompt, first choice)
- "the best sales engagement platforms for mid-market B2B companies are generally considered to be Salesloft, Apollo, and Outreach" (Mistral Small, direct prompt, first choice)
- "the best all-around choice is usually Salesloft if you want a dedicated sales engagement platform built for mid-market teams" (GPT-5.4 mini, direct prompt, first choice)

## What the models said about Outreach

- "This applies to Outreach, SalesLoft, and any tool that encourages high-volume, automated outreach — those platforms are now risking your domain reputation" (DeepSeek V4 Flash, negative prompt, hard negative)
- "High-Caution Platforms (Frequent Red Flags): Outreach.io ... account termination complaints ... Best for enterprise but buggy for smaller teams." (Grok 4.20, negative prompt, hard negative)
- "you want to avoid premium enterprise platforms like Outreach or Salesloft, which require custom quotes, charge steep per-seat fees" (Gemini 3.5 Flash, budget prompt, hard negative)
- "Outreach | 150+ reps, complex workflows | $200–250/user/mo | Deepest customization, governance, enterprise features" (DeepSeek V4 Flash, scale prompt, first choice)
- "Deepest task‑driven sequencing and workflow controls... Enterprise SDR/orgs, RevOps teams needing deep forecasting" (GLM 4.7 FlashX, comparative prompt, first choice)
- "### 1. Outreach (now Outreach.ai)
- Best for: Enterprise sales teams ... Deepest enterprise feature set" (MiniMax M2.5, comparative 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.