The Aggregator Monopoly in AI Search
Practo, MagicBricks, PolicyBazaar. In AI Search, aggregators own the citation graph. If your profile there is weak, your AI visibility is zero.
The Aggregator Monopoly in AI Search
If you operate in a vertical that has a dominant aggregator platform, your AI Search visibility is entirely at their mercy.
During Citare's Indian AI Search Audit, we analyzed the domains that Google AI Overview (AIO) relies on to answer buyer-intent queries. Across 500 cells and 777 citations, a glaring pattern emerged: the AI engine heavily delegates its authority to aggregators.
The Vertical Monopolies
We saw this pattern hold flawlessly across multiple industries:
- **Healthcare:** `practo.com` was the undisputed leader (11 citations). The actual hospital and clinic brand sites severely trailed it.
- **Real Estate:** `magicbricks.com` (9 citations), `justdial.com`, `99acres.com`, and `nobroker.in` locked down the top spots. Not a single real-estate brand site cracked the per-vertical top 5.
- **Insurance & Finance:** `policybazaar.com` (8 citations) and `paisabazaar.com` owned the financial queries.
- **Local Business:** `justdial.com` and Google Play Store reviews dominated.
Why Aggregators Win the AI Layer
LLMs are synthesis engines. When a user asks "Best health insurance for seniors in India," the AI doesn't want to crawl 15 different insurance company homepages and read their biased marketing copy. It wants to crawl `policybazaar.com`, where the data is already structured, reviewed, compared, and normalized.
Aggregators are the ultimate "trust signals" for AI crawlers. They provide the exact shape of data an LLM needs to build a comprehensive answer.
The Marketing Mandate
Most brands chronically underinvest in their aggregator presence. Profiles are left incomplete, reviews aren't solicited, and product info is outdated.
In classic SEO, a weak aggregator profile meant you might lose some referral traffic, but you could make up for it by ranking your own website higher. In Generative Engine Optimization (GEO), a weak aggregator profile means the AI engine literally will not include you in its synthesized answer.
**You must optimize your aggregator listings before you optimize your own website.**
Ensure your profiles on Practo, G2, Capterra, PolicyBazaar, or MagicBricks are flawless, review-rich, and loaded with the exact keywords your buyers use. Because that is exactly where ChatGPT and Google AIO are looking.
*Find out which aggregators control your category's AI citations using Citare's Brand Radar.*