Sample Reports
Real report output from a real buyer scenario. Names and companies are anonymized. The analysis is not.
Delphi is an independent, AI-generated analysis of your software buying situation. Funded entirely by subscribers. No vendor pays for placement, recommendation, or access. Ever.
New brand, new exec team, reps who have never prospected, and a CRM described as a disaster. This is what the report looked like.
What We Heard
What this gives you
A read of your situation that goes beyond what you said — including the constraints you may not have realized yet.
Readiness Score
What this gives you
Six dimensions scored before you sign, not after implementation fails. Each gap comes with specific analysis on what needs to be true before go-live.
Your Shortlist, Assessed
What this gives you
Each tool assessed against your budget, team size, implementation capacity, and current maturity — not the average buyer's situation.
What You Should Know
What this gives you
Intelligence the sales process won't surface — for every vendor on your list, regardless of which tools you're evaluating.
Questions to Ask in the Demo
What this gives you
Questions written for your situation, with guidance on what a good answer looks like — so you walk out of every demo with a clearer read on fit.
Our Recommendation
What this gives you
A named recommendation with reasoning tied to what you told us — not a ranked list you then have to translate into a decision.
A Salesforce-primary stack with HubSpot, LeanData, and three custom objects. The question isn't which tool fits the use case — it's which tool integrates best with what's already there.
What We Heard
What this gives you
A read of your architectural reality — including the constraints you hadn't named yet — that changes which tool belongs in your stack.
Stack Compatibility Assessment
What this gives you
Goes beyond 'native integration available' — maps exactly how data flows between each tool and your stack, where custom work is required, and what breaks if prerequisites aren't met.
Integration Readiness
What this gives you
The same organization that scored 2/5 on organizational readiness scored 4/5 here. The technical environment is strong. The organizational gaps are elsewhere — and that's the tension you need to resolve before you decide.
What You Should Know
What this gives you
Technical behavior your vendor may not know to mention — sync timing, object limitations, data flow gaps — specific to each tool on your shortlist.
Questions to Ask in the Demo
What this gives you
Questions written for your stack and your shortlist, with guidance on what a good answer looks like — so you can evaluate technical complexity against your team's capacity to support it.
Our Compatibility Verdict
What this gives you
A named recommendation grounded in your stack's actual capabilities — and a clear explanation of what each other tool can't do for your environment.
When the reports diverge
The Evaluation is based on your organizational readiness for change — your team, your alignment, your capacity to absorb a new process and make it stick. The Stack Fit is based on your technical environment — your current stack, your integration architecture, your data flows. They are designed to surface different constraints. In the sample reports above, they did not agree. The question you need to decide is which constraint is harder to change — your organizational capacity to make a change, or the amount of work it takes to prepare your stack to bring in a new tool.
The Evaluation — Organizational fit
Recommends Rollworks — the tool that asks the least of a team not yet ready to run a complex ABM program.
The Stack Fit — Technical fit
Recommends Demandbase — the tool with the deepest native integration for a LeanData-enabled, Salesforce-primary stack.
How to interpret two different recommendations
When the Evaluation and the Stack Fit point to different tools, it means the tool that best fits your use case requires technical accommodations your stack doesn't currently support — or the tool that fits your stack best may not fully serve the use case you're trying to run. Before you decide which to weight more heavily, it is worth asking:
Every answer you give shapes the output. This is what one buyer's reports looked like. Yours will look different — because your situation is different.
Delphi is funded by subscribers, not vendors. No platform pays for placement, recommendation, or access. Ever.
Delphi reports are generated using AI and publicly available information. They are for informational purposes only and do not constitute professional, legal, or financial advice. Vendor pricing, product capabilities, and market positioning change frequently — verify all claims directly with vendors before making any purchasing decision. Delphi is not responsible for outcomes resulting from decisions made based on this report.