| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Conversational marketing platforms | Marketing | 9% | 3 of 87 | 53% | 55 | criticized challenger | |
| Chatbots and conversational AI for support | Customer | 0% | 20 of 114 | 17% | 18 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| AI marketing agents | Marketing | 0% | 129 of 157 | 33% | 3 | under 10 labels · led by HubSpot Breeze at 24% | |
| In-app messaging and customer communications | Customer | 0% | 79 of 105 | 50% | 2 | under 10 labels · led by Intercom at 21% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Revenue intelligence and forecasting | Sales | 0% | 70 of 76 | 50% | 2 | under 10 labels · led by Clari Copilot at 28% | |
| AI SDR agents | Sales | 0% | 77 of 77 | 100% | 1 | under 10 labels · led by Apollo.io at 24% | newNew since September 2026: not ranked then, 0% now. |
| Customer support and helpdesk | Customer | 0% | 31 of 55 | 0% | 1 | under 10 labels · led by Zendesk Support Suite at 31% | newNew since September 2026: not ranked then, 0% now. |
| Landing pages and interactive content | Marketing | 0% | 46 of 69 | 0% | 1 | under 10 labels · led by Unbounce at 30% | newNew since September 2026: not ranked then, 0% now. |
| Sales engagement platforms | Sales | 0% | 62 of 66 | 100% | 1 | under 10 labels · led by Apollo.io at 35% | |
| Sales gamification | Sales | 0% | 32 of 64 | 0% | 1 | under 10 labels · led by Spinify at 31% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 0 | 3 | 0 | 5 |
| GPT-5.4 mini | 1 | 2 | 0 | 1 | 4 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 5 | 6 |
| Perplexity Sonar | 1 | 2 | 0 | 1 | 4 |
| Grok 4.20 | 1 | 3 | 3 | 5 | 12 |
| Mistral Small | 1 | 2 | 1 | 2 | 6 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 4 | 6 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 2 | 1 | 2 | 2 | 7 |
| Kimi K2 | 1 | 3 | 0 | 4 | 8 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 2 | 5 |
| MiniMax M2.5 | 2 | 2 | 0 | 4 | 8 |
| GPT-6 Luna | 0 | 1 | 0 | 3 | 4 |
| Muse Glimmer 30B | 0 | 2 | 2 | 4 | 8 |
Verbatim evidence the judge attached to positive labels.
“Choose Drift (Salesloft/1Mind) or Qualified if you are a B2B enterprise company with active sales development representative (SDR) teams.” Gemini 3.5 Flash · Conversational mktg · comparative prompt · first choice
“Drift defined the modern "greet → qualify → book meeting" playbook... making it a go‑to for outbound‑oriented B2B teams.” GLM 4.7 FlashX · Conversational mktg · comparative prompt · first choice
“The gold standard for B2B pipeline acceleration, but premium pricing is a barrier for mid-market and smaller companies.” Kimi K2 · Conversational mktg · comparative prompt · first choice
“Drift (Best Overall for B2B Revenue Teams)... Start with a demo of Drift if you are purely focused on Demand Gen” Qwen 3.7 Flash · Conversational mktg · direct 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 main one to be cautious about is Drift, because multiple recent sources say it is being sunset/wound down after Salesloft's acquisition” Perplexity Sonar · Conversational mktg · negative prompt · hard negative
“A supply-chain attack in August 2025 exploited OAuth tokens issued to the Salesloft Drift integration with Salesforce and Google Workspace.” Muse Glimmer 30B · Conversational mktg · negative prompt · hard negative
“Drift, the long-time pioneer of this space, has been officially sunset by Clari + Salesloft... Do not purchase legacy Drift.” Gemini 3.5 Flash · Conversational mktg · scale prompt · hard negative
“This makes Drift a risky choice for long-term investment, as support and development are being phased out.” Mistral Small · Conversational mktg · 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 236 of the 259 answers that named Drift and are not a share of its labels.
698 of the 698 domain citations in answers naming Drift 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.
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 · Crunchbase
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 Drift'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 Drift, 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 Drift by email, built from the raw record of the edition. It shows:
Drift is among the products AI models recommend first in Conversational marketing platforms this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.