AI Investor Review: Overview
AI Investor Review is the Investor Lens tab on a pitch-deck GEO run: structured due diligence on the deck itself. It scores 70+ parameters across categories A–L, rolls them into Investor Readiness (0–100), and surfaces Top 3 fixes, auto-fails, red flags, contradictions, an AI-first-filter gap, and an investor memo. Website-URL GEO does not open this tab.
AI Investor Review — hero
AI Investor Review
Investor Lens rubric — structured scoring across 70+ parameters
38/100
Investor Readiness
Top 3 fixes
- State raise amount, instrument (SAFE/priced), and use-of-funds to 100% (A11 / H1–H2).
- Replace vanity “users” with current paid/active metrics or honest pre-revenue (A6 / C7).
- Add bottoms-up SAM with sources — drop top-down-only TAM (D1–D2).
Parameter table (sample rows)
| ID | Parameter | Verdict | 0–2 | Reason |
|---|---|---|---|---|
| A1 | Problem | pass | 2 | Painful ICP problem stated on slide 2 with named buyer. |
| A6auto-fail | Traction / evidence | fail | 0 | No revenue, pilots, or LOIs — only “growing interest.” |
| C7 | No vanity metrics | fail | 0 | “50k users” with no active/paid breakdown. |
| D2 | Bottom-up calc | partial | 1 | SAM stated; bottoms-up method missing. |
| H1 | Raise amount | fail | 0 | Ask amount and instrument not stated. |
Live report groups rows under collapsible categories (A opens by default with C). Evidence slide refs appear when present.
What the tab contains
- Investor Readiness (0–100) — weighted rollup of A–L (schema investor_lens_v1).
- Auto-fail — if A1, A2, A6, A10, or A11 fail, readiness can be capped at 35 until fixed.
- Top 3 fixes — highest-leverage deck edits from the rollup.
- Red flags (L*) + Internal contradictions — triggered risks and cross-slide conflicts with slide refs.
- Category weights — avg 0–2 and weight % per letter (C Traction and G Team weigh heaviest).
- Collapsible A–L tables — id, parameter, verdict, score 0–2, reason, evidence slides.
- AI-first-filter (K) — deck thesis vs LLM screen summary vs summary gap.
- Investor memo (meta-review) — narrative diligence write-up.
- FOCUS (FG1–FG5) — after a linked Focus Group, buyer-simulation cross-check on the same tab.
How the review starts
Funnel deck upload
/geo-for-startups → pitch deck PDF/DOCX → parse → auth → GEO + Investor Lens in parallel.
Dashboard Pitch deck mode
/geo-analysis/start → Pitch deck → Analyze pitch deck. Website URL mode does not open Investor Review.
FOCUS after Focus Group
When FG completes, FG1–FG5 merge into this same tab (Focus Group cross-check).
In this section