Question 1

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

Accepted Answer

Every dataset unlock delivers three integrated enterprise assets within 24 hours: (Asset 01 — Advertisable Raw Buyer Videos) Timestamped, biometric face-matched 30-second in-hand product videos that can be used for R&D proof and licensed as raw UGC ad creative on Meta, Reels, and Shorts for own-brand SKUs where the reviewer opted in; (Asset 02 — Analyzed-Ready Executive Summary & Power BI Dashboard) Instant decision-ready summary of top pros, cons, defects, sentiment, and competitor switch triggers so your team understands the findings in minutes; and (Asset 03 — Complete Raw Dataset in CSV, Excel & JSON) All 22 structured fields with direct video links so your data team has 100% transparency for independent analysis.

Question 2

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 3

Does compensating reviewers 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. Because Direct Competitors and Brand R&D teams specifically license datasets 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 institutional demand. Honest defect proof is economically more valuable than flattery.

Question 4

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

Accepted Answer

An AnalyzeG asset is not a standalone video clip — it combines structured pre-video buyer questions with physical 30-second video proof. Before filming, every KYC-verified buyer answers 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 visual forensic proof backing those structured answers.

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 skin tones, dispenser mechanics, facial expressions). Every sentiment score and attribute tag in the 22-field raw export is paired with verbatim keyword themes and a direct link to the timestamped source video so your team can independently audit 100% of classifications.

Question 6

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

Accepted Answer

AnalyzeG uses custom-scoped one-time dataset licensing with zero subscription lock-in. Final quotes are confirmed in writing based on cohort volume, product category, and demographic filters — ranging from Single-SKU Diagnostic Pilots to Multi-Brand Category Benchmarks (with GST invoice, PO workflow, and DPA). 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.

Question 8

How do I earn money from verified video reviews on AnalyzeG?

Accepted Answer

Eligible product categories offer a paid advance after your submission passes 5-layer forensic verification and human moderation, plus licensing payouts each time a brand, competitor, or market researcher unlocks your verified review. Current category rates and terms are displayed inside your reviewer account before submission.

Executive Due-Diligence & Reviewer FAQ

Earnings & Multi-Buyer Licensing

Verification & Recording Process

Privacy & DPDP Act 2023 Consent

Deliverables & 24-Hour Turnaround

Forensic Verification & Anti-Bias Methodology

Vernacular AI & Independent Data Verification

Commercials, Pilot ROI & DPDP 2023 Governance

Evaluating a Single-SKU Pilot or Category Benchmark?