| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Sales engagement platforms | Sales | 9% | 4 of 66 | 35% | 62 | criticized challenger | ▼−4Since September 2026: 15% → 10%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| AI SDR agents | Sales | 2% | 16 of 77 | 20% | 5 | under 10 labels · led by Apollo.io at 24% | ▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Revenue intelligence and forecasting | Sales | 0% | 23 of 76 | 20% | 15 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Sales enablement and content | Sales | 0% | 61 of 72 | 40% | 5 | under 10 labels · led by HubSpot Sales Hub at 29% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Sales intelligence and contact data | Sales | 0% | 26 of 52 | 20% | 5 | under 10 labels · led by Apollo.io at 73% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Field sales tools | Sales | 0% | 89 of 94 | 50% | 4 | under 10 labels · led by Badger Maps at 38% | |
| Value selling tools | Sales | 0% | 38 of 116 | 0% | 3 | under 10 labels · led by Minoa at 21% | |
| Territory and quota planning | Revenue operations | 0% | 48 of 123 | 0% | 2 | under 10 labels · led by CaptivateIQ Planning at 36% | newNew since September 2026: not ranked then, 0% now. |
| Account-based marketing platforms | Marketing | 0% | 57 of 71 | 0% | 1 | under 10 labels · led by AdRoll ABM at 53% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| B2B intent data providers | Sales | 0% | 52 of 60 | 0% | 1 | under 10 labels · led by Apollo.io at 27% | newNew since September 2026: not ranked then, 0% now. |
| Digital sales rooms | Sales | 0% | 69 of 73 | 100% | 1 | under 10 labels · led by Dock at 29% | newNew since September 2026: not ranked then, 0% now. |
| Email deliverability and testing tools | Marketing | 0% | 104 of 110 | 100% | 1 | under 10 labels · led by GlockApps at 34% | |
| Email marketing platforms | Marketing | 0% | 36 of 66 | 0% | 1 | under 10 labels · led by HubSpot Marketing Hub at 35% | newNew since September 2026: not ranked then, 0% now. |
| Website governance and accessibility | Marketing | 0% | 93 of 98 | 100% | 1 | under 10 labels · led by Siteimprove at 25% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Sales engagement | 15% | 10% | ▼−4Since September 2026: 15% → 10%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 3 → 4 of 66 |
| AI SDR | 4% | 2% | ▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 16 of 77 |
| Revenue intel | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 60 → 23 of 76 |
| Sales enablement | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 25 → 61 of 72 |
| Sales intel | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 19 → 26 of 52 |
| Field sales | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 89 of 94, unchanged |
| Value selling | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 38 of 116, unchanged |
| Territory planning | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 48 of 123, unchanged |
| ABM | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 62 → 57 of 71 |
| Intent data | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 52 of 60, unchanged |
| Sales rooms | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 69 of 73, unchanged |
| Email deliverability | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 104 of 110, unchanged |
| Email marketing | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 36 of 66, unchanged |
| Website governance | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 93 of 98, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 2 | 2 | 5 |
| GPT-5.4 mini | 1 | 1 | 2 | 1 | 5 |
| Gemini 3.5 Flash | 1 | 0 | 4 | 5 | 10 |
| Perplexity Sonar | 0 | 4 | 1 | 3 | 8 |
| Grok 4.1 Fast | 2 | 2 | 2 | 4 | 10 |
| Mistral Small | 3 | 2 | 2 | 1 | 8 |
| DeepSeek V4 Flash | 2 | 2 | 2 | 4 | 10 |
| Llama 4 Maverick | 2 | 1 | 3 | 0 | 6 |
| Qwen 3.7 Flash | 2 | 2 | 5 | 3 | 12 |
| Kimi K2 | 0 | 3 | 2 | 4 | 9 |
| GLM 4.7 FlashX | 1 | 1 | 0 | 2 | 4 |
| MiniMax M2.5 | 1 | 4 | 2 | 2 | 9 |
| GPT-6 Luna | 1 | 3 | 0 | 1 | 5 |
| Muse Glimmer 30B | 1 | 1 | 2 | 2 | 6 |
Verbatim evidence the judge attached to positive labels.
“Outreach | 150+ reps, complex workflows | $200–250/user/mo | Deepest customization, governance, enterprise features” DeepSeek V4 Flash · Sales engagement · scale prompt · first choice
“Deepest task‑driven sequencing and workflow controls... Enterprise SDR/orgs, RevOps teams needing deep forecasting” GLM 4.7 FlashX · Sales engagement · comparative prompt · first choice
“### 1. Outreach (now Outreach.ai) - Best for: Enterprise sales teams ... Deepest enterprise feature set” MiniMax M2.5 · Sales engagement · comparative prompt · first choice
“A leader in enterprise sales engagement, Outreach is known for AI-powered insights, multi-channel engagement” Mistral Small · Sales engagement · comparative prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“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 · Sales engagement · negative prompt · hard negative
“High-Caution Platforms (Frequent Red Flags): Outreach.io ... account termination complaints ... Best for enterprise but buggy for smaller teams.” Grok 4.1 Fast · Sales engagement · 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 · Sales engagement · budget prompt · hard negative
“be especially cautious with Outreach and Salesloft—they're enterpriseWorkflow platforms, not deliverability platforms” MiniMax M2.5 · Sales engagement · negative prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 287 of the 314 answers that named Outreach and are not a share of its labels.
760 of the 760 domain citations in answers naming Outreach came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,016 | 9 | 2026-09-28 | CRM, Sales engagement | |
| Webinar or virtual event | 77 | 0 | 2025-12-08 | ||
| Case study | 26 | undated | |||
| Glossary or explainer | 26 | 2 | 2026-09-28 | ||
| Comparison | 25 | 6 | 2026-08-26 | ||
| Report or ebook | 22 | 0 | 2025-02-27 | ||
| News or press | 15 | 0 | 2022-01-21 | ||
| Template or tool | 12 | 1 | 2026-08-10 | ||
| Podcast or video | 4 | 0 | 2020-12-28 | ||
| Conference or event | 2 | 0 | 2022-11-23 |
Every page outreach.ai exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Outreach's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Outreach, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Outreach by email, built from the raw record of the edition. It shows: