We analyzed 200,000+ property listings across MagicBricks, 99acres & Housing.com — price gaps, duplicate rates, listing freshness & city coverage compared.
Actowiz analyzed 200,000+ listings across MagicBricks, 99acres, and Housing.com in 8 Indian cities. Findings: the same property appeared on multiple portals with asking-price differences in 32% of matched cases (median gap ₹X lakh / Y%); duplicate and stale listings inflated raw inventory counts by 32%; and portal coverage skews sharply by city — no single portal gives a complete market picture anywhere.
India's property portals are marketing channels, not registries. Brokers cross-post with different prices, listings outlive actual availability, and each portal's broker network skews coverage by city and segment. Anyone using portal data — buyers, proptechs, lenders, researchers — needs to know how big these distortions are. We measured them.
ParameterCoveragePortalsMagicBricks, 99acres, Housing.comCitiesMumbai, Delhi NCR, Bengaluru, Pune, Hyderabad, Chennai, Ahmedabad, KolkataListings analyzed200,000+ (resale + rental)MatchingProject + tower/locality + configuration + area-band entity resolutionWindow60 days, weekly snapshotsFieldsAsking price, area, configuration, project, lister type, posting/refresh dates, photo count, RERA tag
| Parameter | Coverage |
|---|---|
| Portals | MagicBricks, 99acres, Housing.com |
| Cities | Mumbai, Delhi NCR, Bengaluru, Pune, Hyderabad, Chennai, Ahmedabad, Kolkata |
| Listings analyzed | 200,000+ (resale + rental) |
| Matching | Project + tower/locality + configuration + area-band entity resolution |
| Window | 60 days, weekly snapshots |
| Fields | Asking price, area, configuration, project, lister type, posting/refresh dates, photo count, RERA tag |
Among cross-portal matched listings, 48% showed asking-price differences — typically the same broker anchoring differently per portal audience. Gaps ran widest in Mumbai resale (median 22%). For valuation models, this is noise that must be reconciled; for buyers' products, it's a feature worth surfacing.
| City | Strongest portal (listings share) |
|---|---|
| Mumbai | portal, X% |
| Bengaluru | portal, X% |
| Delhi NCR | portal, X% |
Broker-network strength drives this — meaning multi-portal aggregation isn't optional for full-market coverage, it's the method.
Joining listings to our state RERA datasets exposes the gap between advertised and registered reality: 38% of new-project listings carried RERA tags; 22% of those tags failed validation against the registry. For lenders and compliance teams, that join is the diligence product.
Entity resolution on project + tower/locality + configuration + area band + lister fingerprints. Conservative thresholds mean reported cross-portal gaps come from high-confidence matches only.
Refresh-date tracking plus content-change detection across weekly snapshots: listings with no movement past a threshold are flagged stale, with the threshold configurable per use case.
Yes — cleaned supply series by micro-market are a standard deliverable, alongside the raw data and the dedup mapping for auditability.
Yes — listings join to our state-wise RERA datasets for registration validation, promoter history, and advertised-vs-registered analysis.
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