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AI brief
ProblemIndian D2C founders bleed cash on ineffective ads.
SolutionAI agent that auto-tests creatives across Meta & Google.
AudienceBootstrapped D2C brands, ₹10L–₹2Cr revenue
DomainMarTech · SaaS
Viability82/100

SWOT + Ikigai

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Sample report

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A real output of the current report engine, shown unlocked. Every number carries an evidence tag, a confidence level and a last-verified date. Your report is generated from your own inputs and will differ.

Verified sourceUser inputModel estimateAssumption
Thinkio research draft · Sample
Cold-pressed groundnut oil micro-unit · Rajkot, Gujarat
Unlocked previewLast verified 12 July 2026
The idea
User input

A 2 TPD cold-pressed groundnut oil unit in Rajkot supplying unrefined filtered oil in 1L / 5L packs to local kirana stores and a D2C channel, using locally procured Gujarat groundnut.

Viability
71/100
Confidence 74%
01 · Structured brief

Problem, solution, audience, domain

Confidence 82%
Problem
User input
Households in Saurashtra increasingly distrust refined blended oils but local unrefined supply is informal and inconsistent.
Solution
User input
Small licensed cold-press unit with batch-coded, lab-tested 1L/5L packs and a fixed weekly kirana route.
Audience
Assumption
Kirana stores within 40 km of Rajkot plus D2C repeat households; assumed 60:40 volume split.
Domain
Verified source
Food processing · Edible oil · FSSAI-licensed manufacturing
02 · SWOT analysis

Honest read on strengths and risks

Confidence 70%
Strengths
  • Raw material sourced inside the Saurashtra groundnut belt (short haul)
  • Cold-press positioning commands a premium over refined oil
  • Low headcount — 4–6 people run a 2 TPD line
Weaknesses
  • Cold-press oil yield is materially lower than solvent extraction
  • Shorter shelf life needs disciplined stock rotation
  • No brand recall against established regional mills
Opportunities
  • PMFME scheme support for micro food processing units
  • Institutional supply to caterers and hostels
  • Groundnut cake as a saleable by-product for cattle feed
Threats
  • Groundnut price swings across the kharif cycle
  • Adulteration in the informal market damaging category trust
  • FSSAI labelling and testing non-compliance risk
03 · Unit economics

Per litre of packed cold-pressed oil (base case)

Confidence 68%
Line itemAmount / LEvidence
Selling price to kirana (indicative)₹210–240Model estimate
Groundnut input at assumed 32% oil yield-₹150–175Assumption
Packaging (1L PET + label)-₹12–16Model estimate
Power + machine running cost-₹8–12Model estimate
Labour (allocated)-₹10–14Model estimate
Less: oil cake by-product credit+₹18–26Assumption
Indicative contribution / L₹25–55Model estimate

Ranges, not point estimates: groundnut price and realised oil yield are the two variables that move this table most. Validate both with two local mandi quotes and one trial press before committing capital.

04 · Scenario analysis

Conservative / base / optimistic, month 12

Confidence 66%
DriverConservativeBaseOptimistic
Capacity utilisation35%55%75%
Realised oil yield29%32%35%
Contribution / L₹25₹40₹55
Monthly gross contribution₹5.3L₹13.2L₹25.0L

Scenario inputs are model estimates over a 2 TPD nameplate capacity and 26 working days. They are planning bands, not forecasts.

05 · Compliance & scheme routes

India-native routes, with sources

Confidence 88%
FSSAI manufacturing licenceVerified source

Edible oil manufacturing requires an FSSAI licence with product-specific standards and labelling. Apply through FoSCoS.

Source: foscos.fssai.gov.in
Udyam (MSME) registrationVerified source

Free online registration. Required to access most MSME schemes and delayed-payment protection.

Source: udyamregistration.gov.in
PMFME — micro food processingVerified source

Central scheme offering credit-linked support to individual micro food processing units. Eligibility and subsidy caps are set by the scheme guidelines in force.

Source: pmfme.mofpi.gov.in
Startup India DPIIT recognitionVerified source

Eligible DPIIT-recognised private limited companies and LLPs may separately apply for tax exemption under Section 80-IAC, subject to current eligibility conditions and approval. DPIIT recognition alone does not automatically provide the exemption.

Source: startupindia.gov.in
06 · Go-to-market plan

First 90 days

Confidence 69%
  1. Week 1–4
    Licences, trial press, costing lock
    Complete FSSAI and Udyam filings, run a trial press to measure real oil yield, and rebuild the cost sheet on measured numbers.
  2. Week 5–8
    Seed 25 kirana stores in Rajkot city
    Weekly route, batch-coded packs, one lab test report per batch displayed at point of sale.
  3. Week 9–12
    Add D2C repeat orders and cake off-take
    WhatsApp reorder flow for households, and a fixed monthly contract for oil cake with a nearby dairy or feed buyer.
07 · Assumptions register

What this report assumed, and what to verify

Confidence 90%
  • AssumptionRealised oil yield of 32% on cold pressing
    Verify: Measure across three trial batches before finalising pricing.
  • Assumption60:40 kirana-to-D2C volume split
    Verify: Re-check after the first 8 weeks of actual orders.
  • AssumptionOil cake sells reliably every month
    Verify: Get one written off-take commitment before counting the credit.
  • AssumptionGroundnut procurement price stays inside its recent range
    Verify: Track mandi prices weekly; the model breaks outside the range.
08 · Top risks to watch

What kills this in year one

Confidence 72%
  • Input price shock — groundnut is the single largest cost line and moves seasonally.
  • Yield shortfall against the assumed 32% wipes out contribution fast.
  • Labelling or testing non-compliance can stop despatch entirely.
Report disclaimer

This is an AI-generated research draft, not financial, legal, tax or investment advice. Figures tagged as model estimates or assumptions are planning ranges, not verified facts, and scheme or licensing rules change over time. Verify all costs with local quotations, and confirm eligibility and compliance with a qualified chartered accountant, company secretary or the relevant government authority before committing capital. Sources were last checked on 12 July 2026.

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How it works

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Live demo
Step 1 · Drop an idea
Cloud kitchen in Pune serving Maharashtrian thalis|
Step 2 · AI structures it
Problem
Office crowds want home-style thalis, fast.
Audience
Tier-1 IT parks, ₹150–₹250 ticket
Domain
Cloud kitchen · D2C food
Score
78 / 100
Step 3 · Unlock the report
City-tier capex & wages
MUDRA + MSME funding routes
GTM plan with CAC
Downloadable PDF
Investor-preparation report · ₹399
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  2. Step 2

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    Auto-generated brief, SWOT, Ikigai fit and a 0–100 viability score. Edit anything that feels off.

  3. Step 3

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