Question 1

How does AnalyzeG prevent fake reviews and verify physical product usage?

Accepted Answer

AnalyzeG prevents fake submissions at the source through a 5-Layer Forensic Authentication Protocol plus 100% human moderation: (1) KYC Identity & Demographic Profiling, (2) Biometric Face Match & Liveness Check (blocking screen recordings, stock video, and deepfakes), (3) Product-on-Camera Computer Vision SKU Detection, (4) Device Hardware & Geo-Consistency Forensics, and (5) ISO-8601 Cryptographic Timestamping.

Question 2

Does paying reviewers ₹500 on sale create positivity bias?

Accepted Answer

No — AnalyzeG's 3-Buyer Syndication model structurally eliminates positivity bias. Unlike single-brand UGC agencies where creators flatter a sponsor to get rehired, AnalyzeG licenses each verified asset across (1) Main Brands, (2) Direct Competitors, and (3) Market Researchers at ₹1,000 per unlock. Because Direct Competitors and Brand R&D teams specifically pay to uncover rival product defects, formulation friction (e.g., sunscreen white-cast, pilling, serum oxidation), packaging leakage, and buyer switch-risk, honest critical reviews generate up to 3x unlocks (₹1,500 to the reviewer). Honest defect proof is economically more valuable than flattery.

Question 3

How does a 30-second video provide deep research insights?

Accepted Answer

An AnalyzeG asset is not a standalone video clip — it is a Compound Multimodal Telemetry Record. Before filming the 30-second physical demonstration, every KYC-verified buyer completes structured diagnostic prompts capturing usage duration, purchase channel, primary purchase driver, specific disappointment/defect triggers, repurchase intent, and named competitor switch target. The 30-second video provides the forensic visual proof backing those structured responses.

Question 4

What are the 'One Purchase, Three Assets' delivered within 24 hours?

Accepted Answer

Every dataset unlock delivers three integrated enterprise assets within 24 hours: (Asset 01) Timestamped, biometric face-matched 30s buyer video clips (plus optional commercial ad rights for own-brand SKUs where the reviewer opted in), (Asset 02) An Executive Brand Diagnostic Report & interactive Power BI (.pbix) dashboard isolating top pros, cons, defects, and switch triggers, and (Asset 03) A 22-field structured CSV, Excel, and JSON dataset for direct ingestion into Snowflake, BigQuery, Databricks, or internal BI tools.

Question 5

How does AnalyzeG validate sentiment analysis for Indian languages and Hinglish?

Accepted Answer

AnalyzeG's multimodal pipeline processes English, Hindi, Hinglish (code-switched speech), and regional Indian consumer phrasing alongside visual cues (application finish on Indian Fitzpatrick IV–VI skin tones, dispenser mechanics, facial expressions). Every sentiment score and attribute tag in the 22-field export is paired with verbatim keyword themes and a direct link to the timestamped source video so your team can audit 100% of classifications against human ground truth.

Question 6

How does AnalyzeG pricing work and what is the ROI of a 30-day enterprise pilot?

Accepted Answer

AnalyzeG operates on transparent one-time dataset licensing with zero subscription lock-in: ₹1,000 per verified review unlock (50/50 split with the reviewer), available in scoped single-SKU pilot cohorts (100–250 reviews) or category bundles (500 reviews at ₹5L / ₹4.75L discounted, 1,000 at ₹9L, 1,500 at ₹12.75L). Using the formula Net Value = (Prevented R&D/Packaging Defect Cost + Winning UGC Ad ROAS + Retained Switch-At-Risk Revenue) − Dataset Cost, catching a single dispenser leak or scaling 3 winning Meta/Reels raw consumer clips typically yields a 5x–10x return on a pilot.

Question 7

How are DPDP Act 2023 compliance, reviewer consent withdrawal, and ad rights governed?

Accepted Answer

AnalyzeG is a registered Data Fiduciary under India's DPDP Act 2023. Reviewers sign a 3-tier cryptographic consent ledger at submission: (1) Forensic Verification, (2) Anonymized B2B Research & Competitor Telemetry, and (3) Optional Commercial Ad Licensing (strictly for the product's own brand; competitors receive research telemetry only, never ad rights). Buyer exports contain zero PII. If a reviewer later withdraws consent, future marketplace licensing halts while already-granted enterprise licences remain contractually protected. GST invoice, PO workflow, and Enterprise DPA are included.

Question 8

How much can I earn per verified review on AnalyzeG?

Accepted Answer

AnalyzeG licenses each verified review to brands at ₹1,000 per unlock and splits the revenue 50/50 — paying you ₹500 per brand unlock within 24 hours of sale via UPI or bank transfer (plus any applicable category advance in active bounty categories). Because your review can be unlocked by the Main Brand, Direct Competitors, and Market Researchers, a single high-utility review can earn up to 3x unlocks (₹1,500).

Executive Due-Diligence & Reviewer FAQ

Earnings & 50/50 Revenue Share

Verification & Recording Process

Privacy & DPDP Act 2023 Consent

Forensic Verification & Anti-Bias Methodology

Deliverables, Vernacular AI & Data-Lake Integration

Commercials, Pilot ROI & DPDP 2023 Governance

Evaluating a Single-SKU Pilot or Category Benchmark?