Turn Indian consumer voices into Chinese product decisions
Xiaomi's Indian operations have deteriorated to the point of needing an external South Asia head brought in specifically for revival.
MandiMetrics continuously scrapes and analyzes Amazon India, Flipkart, YouTube, Twitter, and regional language forums to surface exactly which features Indian consumers want (UPI, regional languages, battery behavior, camera tuning, etc.). It delivers weekly prioritized recommendations that Chinese R&D and product teams can actually implement given their existing supply chains.
Chinese smartphone manufacturers and their India/South Asia leadership teams
Combines vernacular Indian language sentiment analysis (Hindi, Tamil, Bengali) with a knowledge base of Chinese OEM component libraries to suggest feasible rather than theoretical product changes.
supportive
Real-time ingestion from major Indian e-commerce and social platforms
Heatmaps and trend lines by state and language
Compares consumer requests against current product specs
Ranked list of changes with estimated engineering effort
PDF + Mandarin summary delivered every Monday
What Indian consumers say about rival Chinese and Korean models
Ask natural language questions about Indian consumer data
Forecast which features will trend in next 90 days
Run targeted surveys on Indian users
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
| brands | text | Yes |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| org_id | uuid | No |
| text | No | |
| role | text | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| org_id | uuid | No |
| feature | text | No |
| sentiment_score | int | No |
| region | text | No |
| source_count | int | No |
| generated_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| insight_id | uuid | Yes |
| platform | text | No |
| original_text | text | No |
| language | text | No |
| vector | text | Yes |
Relationships:
/api/insightsFetch latest recommendations by brand and region
/api/rag/querySend natural language query to vector store
/api/reportsTrigger weekly PDF + Mandarin report generation
500 reviews/month
Unlimited
Custom volume
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 42 | 12% | $176 | $2,112 |
| Month 6 | 210 | 21% | $1,550 | $18,600 |
AI that reads Hindi, Tamil, and Bengali reviews and tells your R&D team exactly what to build next.
Offer free 60-day Pro access to product directors at OPPO, VIVO, and Xiaomi India via warm LinkedIn introductions. Use the free 'Top 15 Most Requested Features by Indian Consumers Q4 2024' report as a lead magnet on LinkedIn and in WeChat groups for overseas Chinese business professionals. Partner with two Chinese market research firms already active in India to co-host webinars.
Strong social listening
No Chinese supply-chain context or feasibility scoring
Actionable engineering recommendations with effort estimates
Growing proprietary dataset of mapped consumer requests to actual implemented Chinese OEM SKUs creates a unique recommendation quality flywheel.
Indian consumers have become extremely vocal and review-driven while Chinese brands are losing share; the recent external leadership changes at Xiaomi prove the urgency for better consumer understanding.
Scraping blocks from e-commerce sites
Use rotating residential proxies and focus on public data + official APIs where possible
Data privacy regulations in India
Only use publicly available reviews; no PII stored
Success: ≥7 would pay $35/mo for weekly recommendations
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