--- REPORT GENERATED  •  —

Nature
doesn't
guess,
first-
impression-
does not
either.

---
Public information.
Private insights.
No assumptions.
Only evidence.
FIE
First Impression Engine™
The first impression already exists.
We just make it visible.
RECORD OF ANALYSIS
Who we
are

A complete, end-to-end agentic AI use case — one autonomous pipeline that plans, crawls, retrieves, reasons and self-verifies, with no human in the loop.

FIE reads a company's public website the way a first-time visitor would — then reports back what actually lands, what confuses, and what's missing. It doesn't guess at intent or invent facts: every observation is pulled from a real page and cited, and if the evidence is too thin to be fair, FIE says so rather than filling the gap. One grounded report per company — the same rigor a careful human reviewer would apply, run end to end by a multi-model pipeline.

End-to-end agentic AI Public data only Grounded & cited Observational, not advisory Multi-model consensus Refuses thin evidence
Reach out Keshav Kakani · email · github ·
First impression report prepared for
Pages
analyzed
Personas
used
Analysis
mode
Models
used
Analysis
progress
Overall impression score
0/100
01
Personas
● filled = stronger
verdict · out of 10
02
Executive
summary

03
Strengths /
positives
    Fig. 01 — Persona strength vectors
    04
    Risks /
    friction points
      Fig. 02 — Signal balance
      05
      Top
      improvement
      ideas
        Liked the report so far?
        Got suggestions — or want an even more detailed teardown of your site? I'd love to hear what you think. Let's connect.
        06
        Unanswered
        questions
          07
          Final
          verdict

          Recommendation priority
          Fig. 03 — Citation density
          08
          How the
          analysis
          works
          TOTAL EXECUTION TIME  ·  ~6 – 12 MINUTES EVERY CLAIM CITED  ·  NOTHING INVENTED MODELS:
          09
          Evidence &
          citations
          Coverage overview
          GROUNDED
          Pages
          Sources
          Chunks
          Citations
          Crawled pages
            Top cited sources
              EST. 2026 FIRST IMPRESSION ENGINE™  •  AI-POWERED STARTUP ANALYSIS REPORT VERSION 1.0