Skip to contentDEMOSynthetic demo dataCRM simulatedAI deterministic demo modeNo external messages are ever sent
P3Enrich missing firmographics
Missing employee count or industry makes the fit score unreliable.
38/ 100D
Scores 38/100; driven by AI/ML hiring surge, Relevant job posting, Technology adoption. Weak on timing, engagement.
Account fields with provenance| Field | Value | Source | Confidence |
|---|
| Industry | Martech | crm_import | 84% |
| Employees | Missing | — | — |
| Headcount growth (12m) | 36% | — | — |
| Segment | Missing | — | — |
| HQ | San Francisco | demo_firmographics | 86% |
| Region |
Martech is an adjacent industry (half credit).
Company size0 / 12Employee count unknown. Enrichment needed.Geography8 / 8Headquartered in a primary region (NA).Intent
- AI/ML hiring surge6.7 / 107 open AI/ML roles, observed 8 days ago. Confidence 90%, strength 0.72 (typical 0.85), 45-day half-life → 67% of 10 pts.
- Relevant job posting4.2 / 6Posted: Staff Engineer, LLM Evaluation, observed 8 days ago. Confidence 85%, strength 0.65 (typical 0.65), 30-day half-life → 69% of 6 pts.
- Technology adoption1.4 / 5Adopted Weaviate, observed 129 days ago. Confidence 75%, strength 0.60 (typical 0.60), 90-day half-life → 28% of 5 pts.
Timing
- Headcount growth3 / 3Headcount grew 36% in 12 months: rapid scaling.
Technical
- AI/ML team3.6 / 6AI/ML org of ~30 engineers: meaningful but still growing.
- LLM stack0 / 6No LLM application stack detected in technographics.
- Platform maturity3 / 3Production platform maturity: Databricks, Datadog, Kubernetes.
Engagement
- Sales engagement0 / 5No two-way sales engagement in the last 90 days.
- Website engagement0.4 / 1Visited docs and blog, observed 10 days ago (+2 more). Confidence 60%, strength 0.30 (typical 0.30), 14-day half-life → 41% of 1 pts.
| Funding stage | Series B | demo_firmographics | 90% |
| AI/ML team | 30 | demo_hiring | 76% |
| Tech stack | DatabricksDatadogKubernetes | 77% |
Last enriched Dec 22, 2025 · record source demo_seed:list_import
AI Hiring Surge7 open AI/ML roles9d ago
7 open AI/ML engineering roles, up 45% in 60 days (DEMO job-postings index).
demo_signal_feed · confidence 90% · strength 0.72 · demo
Job PostingPosted: Staff Engineer, LLM Evaluation9d ago
Job posting 'Staff Engineer, LLM Evaluation' mentions evaluation and reliability of LLM systems (DEMO).
demo_signal_feed · confidence 85% · strength 0.65 · demo
Website VisitVisited docs and blog11d 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 blog24d 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 blogAug 27, 2026
Reverse-IP matched visits to documentation and blog posts about agent evaluation (DEMO).
demo_web_analytics · confidence 60% · strength 0.30 · demo