| What it does | AI business idea validator with GO/NO-GO verdict and financial model
| Independent technology stock research and daily classifications
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| Stage | Startup
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| Founded | 2026
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| Based in | Not given
| GB
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| Pricing model | Paid
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| Pricing | Starter: $39 per report (one deep analysis). Pack: $99 for 3 reports ($33 per report). Power: $299 for 10 reports ($29.90 per report). Agency: $149/month for 15 reports per month. Private option available for +$10 per report. No subscription required for one-time purchases.
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| Key features | - 5 expert AI roles in independent contexts
- Real competitor map with 5 to 15 companies via Perplexity
- 12-month financial model with revenue and cost projections
- Adversarial Critic perspective debate
- Unit economics analysis with CAC, LTV, payback period
- Chat with report for 3 to 90 days depending on plan
- Free 30-second scan before purchasing full report
| - Four fixed-weight inputs with no manual overrides
- Five-band classification scale from Strong Positive to Strong Negative
- Daily classification updates for covered tickers
- Simulated portfolio backtests against S&P 500
- Sector-specific classification models
- Transparent model change log
- Public data sources only
- Historical performance data and watchlist management
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| What makes it different | - 5 independent expert AI perspectives instead of single-model groupthink like ChatGPT
- Adversarial Critic that actively attacks ideas using Claude Opus
- Real-time competitor data via live web research, not hallucinated
- Delivers structured GO/NO-GO verdict in 5-15 minutes, not 1-2 weeks
| - Completely rule-based with no analyst discretion or manual overrides applied
- Full performance transparency including underperforming models alongside outperformers
- Mechanically executed simulated trading without subjective interpretation
- Fixed-weight inputs established in advance with public notifications of any changes
- Curated universe of technology equities organized by focused sectors
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 8 ▲ +1 (up) since last check | Not checked yet ● no change since last check |
| Trust Flow (Majestic) | 9 | 0 |
| Citation Flow (Majestic) | 21 | 0 |
| Referring domains (Majestic) | 30 | 0 |