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Ember AI · GTMOSP8Monitor
Low fit or intent; no action recommended.
39/ 100D
Scores 39/100; strong technical (10.5/15); driven by AI product launch, Website engagement. Weak on intent, timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Martech | demo_webscan | 67% |
| Employees | 61 | crm_import | 88% |
| Headcount growth (12m) | 42% | — | — |
| Segment | SMB | — | — |
| HQ | Toronto | demo_webscan | 91% |
Martech is an adjacent industry (half credit).
Company size1.8 / 1261 employees is below the target range.Geography8 / 8Headquartered in a primary region (NA).Intent
- AI product launch7.4 / 9Launched Ember Autopilot, observed 8 days ago. Confidence 91%, strength 0.80 (typical 0.80), 60-day half-life → 82% of 9 pts.
Timing
- Headcount growth3 / 3Headcount grew 42% in 12 months: rapid scaling.
Technical
- AI/ML team1.5 / 6Small AI/ML team (~2); may not feel reliability pain yet.
- LLM stack6 / 6Runs 3 LLM-stack technologies: Anthropic, OpenAI, vLLM.
- Platform maturity3 / 3Production platform maturity: AWS SageMaker, Vertex AI.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
- Website engagement0.6 / 1Visited docs and blog, observed 5 days ago (+2 more). Confidence 60%, strength 0.30 (typical 0.30), 14-day half-life → 57% of 1 pts.
| Funding stage | Series A | crm_import | 67% |
| AI/ML team | 2 | demo_hiring | 71% |
| Tech stack | AWS SageMakerAnthropicOpenAIPostgreSQLRedisVertex AIZendeskvLLM | 70% |
Last enriched May 12, 2026 · record source demo_seed:clay_table
Website VisitVisited docs and blog6d ago
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
demo_web_analytics · confidence 60% · strength 0.30 · demo
Website VisitVisited docs and blog9d ago
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
demo_web_analytics · confidence 60% · strength 0.30 · demo
AI Product LaunchLaunched Ember Autopilot9d ago
Ember AI launched Ember Autopilot, an LLM-powered feature for customers (DEMO news feed).
demo_signal_feed · confidence 91% · strength 0.80 · demo
Website VisitVisited docs and blogAug 30, 2026
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
demo_web_analytics · confidence 60% · strength 0.30 · demo