How Zobrx stacks up against DataWeave, MerchantSpring, Profitero and others.
We respect every tool on this list. We also think Zobrx is a meaningfully different product — wired into the ad optimizer, the inbox and the attribution graph, with an opinionated Brand Score and India-first pincode coverage. Here's the dimension-by-dimension matrix.
The full comparison, no asterisks
If a row here is wrong about another vendor, email mayank@evanik.ai and we'll fix it within 48 hours.
| Capability | Zobrx | DataWeave | MerchantSpring | Profitero | DataHawk |
|---|---|---|---|---|---|
| Pricing & price intelligence | |||||
| Competitor price tracking (any marketplace) | Amazon-centric | Amazon-centric | |||
| Pincode-level price observation (India) | Limited | ||||
| Promo / discount pattern prediction | |||||
| AI-recommended counter-price triggers | Add-on | ||||
| Stock & availability | |||||
| OOS detection with alert routing | |||||
| Ad auto-pause on OOS (Meta / Google / Amazon) | |||||
| Post-click OOS audit (Meta / Google landing pages) | |||||
| Quick-commerce coverage (Blinkit / Zepto / Instamart) | Partial | ||||
| MAP & legal compliance | |||||
| MAP violation detection | |||||
| Signed PDF evidence pack for legal counsel | |||||
| Grace-window + violation lifecycle workflow | Basic | Basic | |||
| MRP / Indian Legal Metrology aware | |||||
| AI-drafted takedown notices (roadmap Phase 4) | Q4 2026 | ||||
| Digital shelf score / rating | |||||
| Automated 0–100 digital-shelf score | Zobrx Brand Score™ | DSI score | |||
| Opinionated rubric across 22 dimensions / 6 levers | Different rubric | ||||
| Competitors auto-scored on the same rubric | Add-on | ||||
| Daily fix-list prioritized by score lift × listings | Manual analysis | ||||
| Seller & marketplace integrity | |||||
| Marketplace seller registry & classification | Limited | Amazon only | |||
| Grey-market / unauthorized reseller detection | |||||
| Buy-box loss alerts with seller context | Basic | ||||
| Repeat-offender scorecards | |||||
| Cross-module integration | |||||
| Same workspace as your ad optimizer | Ad reporting only | Ad reporting only | |||
| Same workspace as conversation inbox (WhatsApp / IG) | |||||
| Attribution credit for marketplace touchpoints | |||||
| LTV model uses competitor price as a feature | |||||
| Data + technical | |||||
| BYO scraper (open ingest contract) | |||||
| Partner-scraper marketplace | Phase 3 | ||||
| Reverse-ETL to BigQuery / Snowflake / Databricks | Add-on | Enterprise | |||
| Indian data residency (Mumbai) | |||||
| Pricing & accessibility | |||||
| Self-serve sign-up | |||||
| Starts in USD/$/month | $79 | Enterprise sales | $99 | Enterprise sales | $59 |
| INR pricing for Indian customers | ₹2,399/mo | On request | |||
| 14-day free trial without credit card | |||||
Comparison built from public pricing pages, product datasheets and G2/Capterra/SaaSworthy reviews as of Q2 2026. We are not affiliated with DataWeave, MerchantSpring, Profitero or DataHawk.
The Bangalore-based incumbent for retail price intelligence
DataWeave has been the default Asia-Pacific choice for retail pricing intelligence since 2012. Strong AI product matching, deep CPG / Beauty / Electronics customer base, headquartered in Bangalore.
Where DataWeave wins
- Brand recognition in enterprise Indian retail
- Long history of bespoke enterprise reports
- Specialized AI image matching for catalog SKUs
Where Zobrx wins
- Integrated with the ad optimizer — auto-pause campaigns on OOS, route attribution credit, feed LTV models. DataWeave is a reporting tool; Zobrx closes the action loop.
- Pincode-level coverage for Blinkit / Zepto / Instamart that DataWeave only partially supports.
- Self-serve pricing starting at ₹2,399/mo vs DataWeave's enterprise-only sales motion.
- Zobrx Brand Score™ — opinionated 22-dimension rubric DataWeave does not offer.
- Signed PDF evidence packs for legal takedown (DataWeave provides data; you build the workflow).
Marketplace seller analytics consolidator (originally Amazon-focused, now multi-channel)
MerchantSpring (Australian, est. 2017) is the consolidated reporting dashboard for marketplace sellers and agencies — Amazon, Walmart, eBay, TikTok Shop, Shopify across 100+ stores. Pricing is transparent ($99–$1,299/mo). Strong for agency-rolled-up seller reporting.
Where MerchantSpring wins
- Amazon-rich seller-side analytics (Vendor + Seller Central)
- Agency rollup across 100 stores in one workspace
- Mature white-label client reports
- Wide multi-marketplace breadth (120+ channels in one dashboard)
Where Zobrx wins
- MerchantSpring is seller-data-first; Zobrx is competitor-shelf-first. Different problems — what's on my listings vs what's on every listing in the category.
- Native quick-commerce coverage — MerchantSpring does not monitor Blinkit / Zepto / Instamart pincode-level pricing.
- MAP compliance workflow with signed PDF evidence packs and grace windows (MerchantSpring has none).
- Brand Score™ — automated 0-100 digital shelf rating across content / availability / search / recommendation that MerchantSpring does not produce.
- Cross-channel ad auto-pause when SKUs go OOS (MerchantSpring reports OOS, Zobrx acts on it).
- India-first features: Razorpay billing, GST invoicing, DPDP compliance, COD-aware CAPI — none in MerchantSpring.
Premium enterprise digital shelf analytics (Publicis-owned since 2022)
Profitero is the premium enterprise digital shelf platform — strong DSI (Digital Shelf Index) score, deep content compliance auditing, audience-class CPG customers. Acquired by Publicis in 2022 for ~$200M. Pricing is opaque enterprise-only, typically $50K+/year.
Where Profitero wins
- Deepest content-compliance auditing for CPG / FMCG at enterprise scale
- Long-tenure relationships with Fortune 500 brands
- Mature DSI methodology with global benchmarking
- Sophisticated panel + share-of-search data
Where Zobrx wins
- Cost: Profitero starts at enterprise contracts ($50K+/yr typical); Zobrx Scale plan at $1,499/mo covers most mid-market needs. Indian brands save ~80% vs Profitero.
- Open ingest contract — bring your own scraper or use a partner; Profitero is a closed-data SaaS where you pay for their scrape too.
- Cross-module — Zobrx Marketplace Intelligence sits in the same workspace as your Meta / Google / LinkedIn / Amazon ads, your WhatsApp inbox, your attribution. Profitero is a standalone tool you connect via CSV exports.
- India depth — pincode-level quick-commerce, MRP/LMM awareness, GST invoicing, Mumbai data residency. Profitero is North America + EU-first.
- Zobrx Brand Score™ uses an opinionated PDS-derived 22-dimension rubric with daily fix lists; Profitero DSI is more directional and consultative.
SMB-friendly, Amazon-focused, recently expanded multi-channel
DataHawk (US, est. 2017) is the most affordable end of the market. Strong for solo sellers and small brands tracking Amazon listings + keywords. Recently expanded to other marketplaces.
Where DataHawk wins
- Lowest-cost entry point in the segment
- Strong Amazon seller-side feature set
- Mature keyword tracking
Where Zobrx wins
- DataHawk is Amazon-first; Zobrx is multi-marketplace-first (18+ channels including Indian quick-commerce, Tata 1mg, Nykaa, Myntra, ONDC).
- No MAP compliance workflow in DataHawk; Zobrx has signed evidence packs, repeat-offender scorecards, and (Phase 4) AI-drafted takedown notices.
- No Brand Score — DataHawk is raw fields on a dashboard, no opinionated scoring or fix lists.
- No cross-module ad / attribution / inbox integration.
Q-Radar vs GobbleCube and Dcluttr
GobbleCube and Dcluttr are dedicated Quick Commerce shelf intelligence tools that talk about revenue leakage but keep the methodology opaque. Q-Radar is the only platform in this category that publishes the formula, exposes every input on per-row drill-down, and hash-chains evidence for CFO-ready audits.
| Capability | Zobrx Q-Radar | GobbleCube | Dcluttr |
|---|---|---|---|
| Coverage | |||
| Blinkit / Zepto / Instamart pincode-level OSA | |||
| BigBasket Now / Flipkart Minutes / Amazon Now | Partial | Partial | |
| Pharma Q-Com (Tata 1mg / PharmEasy / Netmeds) | |||
| Country-wide dark-store roster, no per-tenant pincode adds | Per-tenant config | Per-tenant config | |
| Revenue-leakage methodology | |||
| Quantifies leakage in INR (not just %) | Leak Ledger | Yes — opaque | PSL — opaque |
| Publishes the formula on a public methodology page | |||
| Per-row drill-down: velocity, OOS window, price source | Glass-Box | ||
| Tenant-controlled velocity inputs | |||
| Sensitivity-analysis toggle (what-if velocity) | |||
| Hash-chained audit trail (SHA-256 continuity) | |||
| CFO-ready evidence pack export | |||
| OSA lens model | |||
| Consumer-side OSA (any DS in stock per pincode) | Default behaviour | Default behaviour | |
| Dark-store OSA (shelf-by-shelf) | |||
| Weighted Consumer OSA (pincode × population / velocity) | Data-ready | ||
| Global header toggle between OSA lenses | |||
| Per-page city + pincode geography slicer | Limited | Limited | |
| Cross-module integration | |||
| Same workspace as ad optimizer (Meta / Google / Amazon) | |||
| Brand Score™ + MAP compliance + Seller intelligence | |||
| Auto-pause ads when SKU goes OOS in target pincode | |||
| Optional eVanik bridge: velocity from real settled orders | Upsell | ||
| Pricing & accessibility | |||
| Standalone Q-Com module (no need for full platform) | |||
| Admin-priced add-on (custom quote) | Enterprise sales | Enterprise sales | |
| Self-serve trial | 7-day founding-customer trial | ||
Comparison built from GobbleCube and Dcluttr public product pages, customer demo recordings on YouTube, and industry analyst notes as of Q2 2026. We are not affiliated with GobbleCube or Dcluttr. If a row is wrong about either vendor, email mayank@evanik.ai.
The Quick Commerce shelf intelligence pioneer; well-funded, fast-growing, opaque methodology.
GobbleCube (India, est. 2022) was the first venture-backed Quick Commerce shelf intelligence platform. Strong product polish, deep Q-Com platform coverage, well-known FMCG customer base. Talks about 'spotting leaks' but does not publish the underlying formula or expose per-row inputs.
Where GobbleCube wins
- Brand recognition as the Q-Com shelf intelligence default in India
- Polished UX with mature dashboard patterns
- Enterprise sales motion with deep CPG relationships
- Larger field-ops team for dark-store coverage expansion
Where Q-Radar wins
- Glass-Box PSL methodology — every Leak-Ledger row exposes velocity source, OOS window, price source, and a downloadable audit ID. GobbleCube quantifies leakage but keeps inputs opaque.
- Three OSA lenses (Consumer, Dark-store, Weighted) from the same raw data — Q-Radar adapts to brand-side vs supply-side viewpoints; GobbleCube ships a single dark-store metric.
- Hash-chained audit trail with SHA-256 continuity into a SOC 2 / DPDP-aligned compliance-mode sink. CFO-ready evidence packs export by default.
- Same workspace as Brand Score™, MAP compliance, ad optimizer, attribution, inbox — cross-module value GobbleCube does not offer.
- Tenant-controlled velocity inputs + sensitivity-analysis toggle: brands enter their own velocity and see exactly how PSL was computed. No black box.
- Optional eVanik bridge for tenants on both modules: auto-populate velocity from real settled orders without manual SKU entry.
Another India-based Q-Com shelf intelligence entrant; uses the 'PSL' term explicitly.
Dcluttr (India) names Predicted Sales Loss (PSL) in its product pages and demos but does not publish the methodology, the velocity sources, or expose per-row inputs. Strong on lightweight onboarding; positioning targets mid-market brands.
Where Dcluttr wins
- Lower-touch onboarding for smaller brand teams
- Lightweight Q-Com-only product (no platform overhead)
- Sharp positioning on a single problem (Q-Com OSA)
Where Q-Radar wins
- Q-Radar publishes its PSL formula on a public methodology page; Dcluttr names PSL but never explains how. The moat is transparency, not the velocity source.
- Per-row drill-down: velocity (with source tag), OOS minutes, price source, calculation breakdown. Dcluttr ships the number; Q-Radar ships the proof.
- Tenant-entered velocity overrides + admin-entered overrides + scrape-inferred fallback — three-tier lookup with explicit source tagging on every PSL row.
- Three OSA lenses (Consumer, Dark-store, Weighted) — Dcluttr is single-lens.
- Audit-grade evidence pack with hash-chained continuity for finance / legal review.
- Cross-module integration: Brand Score™, MAP, ad optimizer, inbox in the same workspace; Dcluttr is standalone.
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