Research any company. Personalize every outreach.
Paste a company URL. The agent reads their site, surfaces their pain points, matches Demaze services, and hands you a personalization summary, in under 60 seconds.
What a research brief delivers
< 60s
Per Research Brief
3-5
Pain Points Surfaced
3-5
AI Opportunities
5
Fields Per Brief
How it works
Three steps to a personalized brief
Paste any company URL
Drop in a company website, manufacturing plant, automotive OEM, tier-1 supplier, welding company. Any URL works.
Agent researches the company
The agent scrapes their site, extracts operational signals, and infers business challenges from their industry and model, just like an SDR would.
Get a research brief
Company description, pain points, AI opportunities, recent news, and a personalization summary, ready to use, specific to this company.
Paste any company URL
Drop in a company website, manufacturing plant, automotive OEM, tier-1 supplier, welding company. Any URL works.
Agent researches the company
The agent scrapes their site, extracts operational signals, and infers business challenges from their industry and model, just like an SDR would.
Get a research brief
Company description, pain points, AI opportunities, recent news, and a personalization summary, ready to use, specific to this company.
What the agent researches
Everything an SDR needs before hitting send
The agent mimics how a great SDR researches a company, then packages it in a brief that's ready to act on.
Company Overview
What they do, who they sell to, how many plants, where they operate. The context your SDR needs before hitting send.
Recent Signals
Expansions, automation investments, hiring surges, certifications, digital initiatives, recent activity that creates outreach urgency.
Pain Points
Operational pain points specific to their business model, observed from their content or inferred from their industry. Always labeled.
AI Opportunities
The Demaze services most relevant to this company, matched to their signals, with a one-line rationale for each. Only real evidence, no forced fit.
Personalization Summary
A tailored outreach angle grounded in the company’s strongest signal, the specific "why now" a rep can lead with.
Evidence-backed
Every point is labeled observed vs. inferred and traced to a source, so reps trust what they read before they reach out.
Research brief
Every field in the brief is built for one purpose
Could this help a salesperson write a better personalized email? Every output is evaluated against that question. Inference is labeled. Guesses are flagged. No hallucinated scores.
Try it on a companyCompany profile
Research findings
Ready to send
Inferred is not a dirty word
A welding company's website rarely says “we have quality control problems.” An experienced SDR infers it from their business model. So does this agent, and it labels every inference so you know what's fact vs. deduction.
Built for manufacturing & automotive
Welding / fabrication
Quality control, parameter drift, rework reduction
Automotive supplier
JIT scheduling, OEM audit readiness, quality compliance
Multi-plant manufacturer
Cross-facility visibility, production consistency
Heavy industry / forging
Predictive maintenance, energy optimization
Try it on your next prospect
Paste any manufacturing or automotive company URL and get a full research brief, pain points, AI opportunities, and a personalization summary, in under 60 seconds.