# Delibra — full description Delibra (from "delibrate") is a web service at https://askdelibra.com that validates startup and business ideas with a panel of multiple AI models instead of a single chatbot. ## What problem it solves A single AI model gives one framing, and founders tend to anchor on the first answer they get. Delibra runs several different models on the same idea, keeps them independent at first, and then shows where they agree, where they disagree, and what is still unproven, so the founder knows what to test with real customers before building. ## Models on the panel Current catalogue: GPT, Claude, Gemini, DeepSeek, Grok, Llama, Mistral. Users choose which models sit on their panel, up to the reviewer count of their plan. Model availability can change as providers release new versions. ## How a run works 1. The user describes their idea and picks a plan and reviewers, then pays via Razorpay. 2. Round 1: every selected model reviews the idea independently and cannot see the others. 3. An anonymised digest of the round-1 opinions is produced (model names removed). 4. Round 2: each model sees only the digest and says whether it revises or holds its view. 5. A moderator classifies points as consensus (held before any peer reveal, strong signal) or emerged (only after the digest, weaker signal) and identifies the single main disagreement with a concrete way to resolve it using real customers. 6. An analyst pass produces the 12-point report. 7. The PDF is assembled locally from the collected data. It does not call any AI model, so downloading it uses no additional tokens. ## The 12-point report 1. Why the idea can fail (10 failure areas, severity 1-10) 2. Emotional bias check (heart vs. market) 3. Who the real customer is (pain, urgency, willingness to pay, where to find them) 4. Painkiller, vitamin or luxury 5. Money check (price range, margin, hidden costs, CAC, break-even, customers needed for Rs 1 lakh/month profit) 6. Competitors, including doing nothing, WhatsApp, Excel, cheaper products and old habits 7. Positioning statement 8. Five offers to test 9. Ten ad hooks 10. A 7-day validation plan with a metric per day 11. Red flags and fixes 12. Final verdict: Kill, Fix, Test or Go all in ## Plans (paid per run, no free tier) - Quick Check: 3 reviewers, ideas up to 800 characters, Rs 99 or $4.99 - Founder Panel: 5 reviewers, up to 1500 characters, Rs 199 or $9.99 - Deep Review: 7 reviewers, up to 3000 characters, full model transcripts, Rs 299 or $14.99 ## FAQ **What is Delibra?** A multi-model AI panel that reviews a startup idea and produces a 12-point validation report and PDF. **Can it tell me if my startup will succeed?** No. It shows where informed AI opinions agree and diverge and what to test. Outputs are opinions, not predictions. **How is it different from asking ChatGPT?** It runs several models independently, then structures agreement and disagreement, and separates strong signal from opinions that changed after seeing peers. **Which AI models are included?** GPT, Claude, Gemini, DeepSeek, Grok, Llama, Mistral. **Does the PDF cost extra AI tokens?** No. It is generated from the data already collected during the run. **Is my idea stored?** Ideas are sent to third-party AI providers via OpenRouter for processing; see the privacy page. Do not submit confidential information. **Can I get a refund?** If a run fails after payment, the payment stays valid so you can retry. If you paid but could not get a report, email pp.techlabs@gmail.com with the payment ID within 7 days for a full refund. Once a complete report has been delivered it is not refundable, except duplicate or incorrect charges. See https://askdelibra.com/refunds. **How long are ideas kept?** Ideas and reports are held in server memory for up to two hours so the PDF can be downloaded, then discarded. They are not written to a database. **How do I contact Delibra?** Email pp.techlabs@gmail.com. Replies usually come within 2 business days. ## Links - Home: https://askdelibra.com/ - Short summary: https://askdelibra.com/llms.txt - Contact: https://askdelibra.com/contact (pp.techlabs@gmail.com) - Refunds: https://askdelibra.com/refunds - Privacy: https://askdelibra.com/privacy - Terms: https://askdelibra.com/terms