DEMO — Pre-recorded run · Business idea: "D2C premium pet food brand, India"
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Market Analysis Wizard — Live Demo

6 AI agents.
One deep report.

Enter a business idea. Watch agents plan research, search the web in parallel, extract competitor intelligence, size the market, synthesise a SWOT, and write a full analyst report — live.

6
LangGraph Agents
28
Web Sources
~90s
End-to-End
SSE
Live Streaming
Scroll to watch the pipeline run
01 · Agent Pipeline

Watch it think

The pipeline auto-plays below. Every log entry is a real SSE event streamed from the backend as each LangGraph node completes. Click Replay to watch again.

Agent Pipeline

Running analysis

"D2C premium pet food brand targeting urban millennials in India"
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Steps
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Live intelligence feed
02 · Full Report Output

What the report looks like

Below is the exact report structure generated after the pipeline completes — TAM/SAM/SOM, competitor landscape, SWOT, go-to-market, investment estimate, and sourced recommendations.

✓ GO

Underpenetrated premium D2C segment with no dominant native player

India's pet food market is growing at 18–22% CAGR, driven by pet humanisation and e-commerce adoption among urban millennials. No D2C-native premium brand has achieved meaningful scale — the top players (Drools, Pedigree, Royal Canin) are mass-market or vet-channel incumbents with no digital-first identity. A brand built for Instagram-native pet owners in Bengaluru, Mumbai, and Delhi can carve 1–2% of the SAM within 3 years at current penetration trajectories.

Market Sizing — TAM / SAM / SOM
TAM — Total Addressable
₹14,200 Cr
Total Indian pet food spend — 32M pet-owning households × avg ₹4,400/yr
SAM — Serviceable Market
₹3,800 Cr
Urban Tier-1/2 premium segment — households spending ₹800+/month on pet nutrition
SOM — Realistic Capture
₹76 Cr
2% SAM penetration by Year 3 — achievable via D2C + vet channel in 5 metros
19.4% CAGR
2024–2029 · Market stage: High-growth
Pet population growing 11% YoY; premiumisation accelerating post-COVID
Pet humanisation E-commerce penetration Vet-recommended nutrition awareness Nuclear family adoption Instagram pet culture
Competitor Landscape
CompetitorSharePositioningRecent Move
Drools
Mass-market value, offline-first Aggressive Flipkart tie-up, ₹199 starter packs
Royal Canin
Premium vet-channel, breed-specific Launched India-specific breed lines for Indie dogs
Pedigree (Mars)
Mass awareness, kirana + GT presence ₹300Cr TV campaign, Virat Kohli tie-up
Farmina
Super-premium imported, vet-only Entering D2C via own website
Heads Up For Tails
Lifestyle brand, accessories + food Raised Series B, expanding food line
Competitive intensity: HIGH
SWOT Analysis
Strengths
No dominant D2C-native premium brand
All top players are mass-market or vet-channel — no Instagram-first brand exists at scale
High willingness-to-pay in target segment
Urban millennial pet owners spend ₹3,000–8,000/month on pet care; food is highest share
Content-driven CAC advantage
Pet content has 4.2× higher organic engagement on Reels vs other verticals (Meta 2024)
Weaknesses
High cold-chain and shelf-life complexity for fresh/raw formats
Premium wet food requires refrigerated last-mile — expensive to solve outside top 3 metros
Long trust-building cycle for nutrition claims
Pet owners require vet validation — takes 6–12 months per vet relationship
Thin margins on dry kibble
Dry food GM ~38–45% — need subscription recurring revenue to unit-economics
Opportunities
Subscription + auto-replenish model
LTV:CAC flips to 5:1+ with 6-month subscription — HUFT and Supertails showing this works
Indie dog nutrition gap
60% of India's pet dogs are Indies — no brand formulates specifically for their biology
Vet-as-influencer channel
Instagram vets (50K–500K followers) cost ₹15K–50K per post vs ₹2–8L for human influencers
Threats
Royal Canin D2C pivot
Mars has budget and brand — if they go DTC aggressively, customer acquisition costs spike
Raw material volatility
Chicken and fish meal prices swung ±40% in 2023–24 — squeezes margin unpredictably
FSSAI regulation tightening
PFA Act amendments pending for pet food labelling — compliance cost could rise
Year 1 priority:Own the Instagram-native premium segment before Farmina or HUFT complete their D2C buildout — first-mover advantage closes within 18 months
Go-to-Market
Primary Channel
Instagram D2C + own website (Shopify) — subscription-first
Launch Geography
Bengaluru → Mumbai → Delhi (NCR) · Tier-1 only in Year 1
Pricing Strategy
₹280–420/kg (30% premium over Drools, 20% below Royal Canin) — monthly subscription with 12% discount vs one-time
Month 1–3: Brand launch on Instagram, 3 SKUs (adult dry, puppy dry, wet topper), 500 trial orders via meta ads at ₹800 CPA
Month 4–6: Vet partnership program — 25 vets in BLR/MUM with sample kits + referral codes · target 30% of orders from vet referrals
Month 7–12: ₹1.2Cr ARR run rate · introduce subscription tier · 40% of revenue recurring · expand to Delhi NCR
Investment Required
Minimum Viable
₹28L
Recommended (12-mo runway)
₹85L
Product (formulation + FSSAI + packaging)₹18L
Marketing (meta ads + influencer + vet program)₹32L
Operations (cold-chain, 3PL, logistics)₹20L
Tech (Shopify + subscription infra + analytics)₹8L
Team (2 FTEs + 2 part-time)₹7L
Key Risks & Mitigations
Raw material cost spike (chicken/fish meal ±40% YoY)
Mitigation:Lock 6-month forward contracts with 2 suppliers; maintain 15% price buffer in COGS model
High CAC if meta CPM rises in pet segment
Mitigation:Build organic content engine (UGC + vet reels) targeting 40% of acquisition from non-paid by Month 6
FSSAI regulatory changes for pet food labelling
Mitigation:Appoint FSSAI consultant from Day 1; build labelling with 20% compliance headroom
Recommendations
01
Launch with exactly 3 SKUs — adult dry, puppy dry, wet topper. Resist product proliferation until Month 9. Depth beats breadth in D2C food.
02
Formulate specifically for Indie dogs. 60% of India's pet dogs are Indies with no dedicated premium brand — this is the fastest path to defensible positioning.
03
Partner with 10 Instagram vets (50K–300K followers) before paid ads. Vet credibility cuts the trust-building cycle from 6 months to 6 weeks.
04
Price the subscription at 12% below one-time to hit 35%+ subscription mix by Month 6 — this is the unit economics unlock that makes the business work.
03 · Architecture

How it's built

Production-grade FastAPI backend, LangGraph multi-agent pipeline, real web search via Tavily, Claude Sonnet for reasoning — streamed live to the browser via SSE.

Orchestration
LangGraph — 6-node DAG
StateGraph with typed state
Async node execution
LLM
Claude Sonnet 4.6
Structured JSON output
All reasoning + synthesis
Search
Tavily API
Advanced search depth
6 parallel queries
Backend
FastAPI + Uvicorn
SSE streaming endpoint
UUID job store
Frontend
Vanilla JS — no framework
EventSource SSE client
3-screen SPA
Setup
2 API keys only
ANTHROPIC_API_KEY
TAVILY_API_KEY (free tier)

Run it yourself

Two API keys. Five commands. Works on any machine with Python 3.10+.
Tavily free tier covers 1,000 searches/month — more than enough for demos.