| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Account-based marketing platforms | Marketing | 8% | 4 of 71 | 49% | 69 | criticized challenger | ▲+5Since September 2026: 4% → 9%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Programmatic and display advertising | Marketing | 3% | 5 of 92 | 4% | 28 | accepted challenger | ▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Retail, proximity and IoT marketing | Marketing | 2% | 15 of 130 | 0% | 1 | under 10 labels · led by Foursquare Proximity at 15% | ▲+3Since September 2026: 0% → 3%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Identity resolution | GTM data and infrastructure | 2% | 26 of 140 | 33% | 6 | under 10 labels · led by Hightouch Adaptive Identity Resolution at 12% | ▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Retail media platforms | Marketing | 2% | 15 of 121 | 0% | 3 | under 10 labels · led by Amazon Ads at 33% | |
| B2B intent data providers | Sales | 0% | 16 of 60 | 35% | 49 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Data enrichment | GTM data and infrastructure | 0% | 10 of 50 | 0% | 11 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Video advertising | Marketing | 0% | 20 of 114 | 20% | 10 | accepted challenger | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| AI marketing agents | Marketing | 0% | 41 of 157 | 29% | 7 | under 10 labels · led by HubSpot Breeze at 24% | |
| Audience and consumer insights platforms | Marketing | 0% | 27 of 155 | 14% | 7 | under 10 labels · led by SparkToro at 19% | |
| Data management platforms | GTM data and infrastructure | 0% | 33 of 159 | 29% | 7 | under 10 labels · led by Segment at 37% | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Market intelligence platforms | GTM data and infrastructure | 0% | 32 of 172 | 0% | 6 | under 10 labels · led by Apollo.io at 17% | |
| Native and content advertising | Marketing | 0% | 13 of 86 | 0% | 4 | under 10 labels · led by StackAdapt at 41% | =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% | 16 of 52 | 0% | 3 | 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. |
| Search and social advertising platforms | Marketing | 0% | 89 of 113 | 33% | 3 | under 10 labels · led by Google Ads at 13% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Audio and podcast advertising | Marketing | 0% | 87 of 101 | 50% | 2 | under 10 labels · led by AudioGo at 34% | |
| Channel partner and local marketing | Partner and channel | 0% | 104 of 124 | 50% | 2 | under 10 labels · led by Channelscaler at 10% | newNew since September 2026: not ranked then, 0% now. |
| Customer data platforms | GTM data and infrastructure | 0% | 27 of 61 | 0% | 2 | under 10 labels · led by Segment at 49% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Experimentation and personalization | Marketing | 0% | 60 of 71 | 50% | 2 | under 10 labels · led by VWO at 27% | newNew since September 2026: not ranked then, 0% now. |
| Customer intelligence and data science | GTM data and infrastructure | 0% | 90 of 142 | 0% | 1 | under 10 labels · led by Amplitude at 18% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Ecommerce marketing | Marketing | 0% | 41 of 115 | 0% | 1 | under 10 labels · led by HubSpot Marketing Hub at 38% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Lead routing and management | Sales | 0% | 74 of 111 | 0% | 1 | under 10 labels · led by LeadAngel at 26% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Marketing automation and campaign management | Marketing | 0% | 24 of 59 | 0% | 1 | under 10 labels · led by HubSpot Marketing Hub at 63% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Revenue intelligence and forecasting | Sales | 0% | 37 of 76 | 0% | 1 | under 10 labels · led by Clari Copilot at 28% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| ABM | 4% | 9% | ▲+5Since September 2026: 4% → 9%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 6 → 4 of 71 |
| DMP | 4% | 0% | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 33 of 159 |
| Proximity | 0% | 3% | ▲+3Since September 2026: 0% → 3%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 112 → 15 of 130 |
| Retail media | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 15 of 121, unchanged |
| Video ads | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 8 → 20 of 114 |
| Identity | 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 9 → 26 of 140 |
| Paid ads | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 29 → 89 of 113 |
| Programmatic | 2% | 4% | ▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 5 of 92 |
| Intent data | 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 20 → 16 of 60 |
| Enrichment | 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 21 → 10 of 50 |
| AI marketing agents | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 41 of 157, unchanged |
| Audience insights | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 27 of 155, unchanged |
| Market intelligence | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 32 of 172, unchanged |
| Native ads | 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 28 → 13 of 86 |
| 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 15 → 16 of 52 |
| Audio advertising | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 87 of 101, unchanged |
| Channel marketing | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 104 of 124, unchanged |
| CDP | 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 26 → 27 of 61 |
| Experimentation | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 60 of 71, unchanged |
| Customer 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 95 → 90 of 142 |
| Ecommerce marketing | 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 80 → 41 of 115 |
| Lead routing | 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 33 → 74 of 111 |
| Marketing automation | 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 22 → 24 of 59 |
| 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 35 → 37 of 76 |
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 | 2 | 3 | 4 | 2 | 11 |
| GPT-5.4 mini | 3 | 8 | 2 | 3 | 16 |
| Gemini 3.5 Flash | 1 | 9 | 2 | 12 | 24 |
| Perplexity Sonar | 2 | 8 | 2 | 4 | 16 |
| Grok 4.1 Fast | 0 | 7 | 7 | 4 | 18 |
| Mistral Small | 1 | 8 | 6 | 1 | 16 |
| DeepSeek V4 Flash | 1 | 9 | 4 | 8 | 22 |
| Llama 4 Maverick | 2 | 1 | 5 | 1 | 9 |
| Qwen 3.7 Flash | 1 | 4 | 4 | 6 | 15 |
| Kimi K2 | 2 | 8 | 3 | 10 | 23 |
| GLM 4.7 FlashX | 1 | 3 | 4 | 5 | 13 |
| MiniMax M2.5 | 2 | 8 | 3 | 2 | 15 |
| GPT-6 Luna | 1 | 7 | 1 | 2 | 11 |
| Muse Glimmer 30B | 1 | 8 | 4 | 5 | 18 |
Verbatim evidence the judge attached to positive labels.
“Prioritize platforms that balance high-quality intent data with easy-to-use orchestration (e.g., demandbase, Terminus, 6sense, or Rollworks” Qwen 3.7 Flash · ABM · scale prompt · first choice
“Demandbase is the only DSP built for B2B from the ground up... making it an excellent choice if you want account-based marketing features.” Claude Haiku 4.5 · Retail media · direct prompt · first choice
“boasts one of the strongest native Demand-Side Platforms (DSP) for B2B advertising... highly regarded for its buying group mapping” Gemini 3.5 Flash · ABM · comparative prompt · first choice
“Most comprehensive platform: Combines first-party and third-party data with AI-driven insights into a unified account view” Kimi K2 · ABM · 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.
“the absolute worst thing you can do is sign an annual contract with enterprise-grade giants like 6sense or Demandbase” Gemini 3.5 Flash · ABM · budget prompt · hard negative
“Expensive (opaque pricing, often $60K+/year minimum), heavy implementation (3-6 months), and confusing for mid-market teams.” Grok 4.1 Fast · ABM · negative prompt · hard negative
“should avoid 6sense and Demandbase because costs of $15K–$25K/year and complexity rarely pay off” Claude Haiku 4.5 · ABM · paraphrase prompt · hard negative
“Enterprise platforms like 6sense and Demandbase cost $45K–$100K+ annually ... these are overkill” Kimi K2 · ABM · budget 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 672 of the 692 answers that named Demandbase and are not a share of its labels.
1,364 of the 1,770 domain citations in answers naming Demandbase 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 | 524 | undated | ABM, CRM | ||
| Podcast or video | 397 | 0 | 2024-07-23 | ABM, SEO | |
| News or press | 256 | 0 | 2024-09-24 | ABM, CRM | |
| Webinar or virtual event | 170 | 0 | 2023-08-16 | ABM, CDP | |
| Report or ebook | 125 | 0 | 2025-05-01 | ABM | |
| Case study | 60 | 0 | 2025-09-29 | ABM, CRM | |
| Conference or event | 45 | 6 | 2026-09-21 | ABM | |
| Comparison | 16 | 4 | 2026-09-02 | ABM | |
| Glossary or explainer | 14 | 2 | 2026-09-04 | ABM, Enrichment | |
| Template or tool | 5 | 0 | 2024-12-20 |
As the event pages on demandbase.com state them, read September 28, 2026.
Every page demandbase.com 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.
Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase
What Demandbase's own pages state, read September 28, 2026: demandbase.com, demandbase.com/pricing, trust.demandbase.com, demandbase.com/products/data, demandbase.com/resources/case-studies. A claimed page can correct any of them.
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 Demandbase'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 Demandbase, 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 Demandbase by email, built from the raw record of the edition. It shows: