Case studies / Student accommodation
From invisible to 577 search clicks a quarter — and recommended by ChatGPT in 73% of student questions
A student residence that barely appeared in Google in May 2026 earned 577 search clicks and 47,496 impressions in the 90 days to September — 38.5× and 16.7× the starting window. Asked the questions students actually type, ChatGPT with web search named it in 57 of 78 checks. The beds filled on 17 September.
Radiance Residency · Indore, India · radianceresidency.com
Built and run in-house — this is our own property, not a client engagement, which is why every number can be produced on request.
- 38.5×
- search clicks, 15 → 577 per 90 days
- 16.7×
- impressions, 2,849 → 47,496
- 57 of 78
- ChatGPT checks naming it
- 68 of 79
- pages indexed by Google
Source: Google Search Console, 90 days to 22 May 2026 vs 90 days to 30 Sep 2026 · AI probes 19 Sep – 12 Oct 2026 · lead counts from the property's enquiry log.
What was the problem?
Students choosing a hostel search for a place near their college — “boys hostel near Medicaps University”, “PG near IIM Indore”. In May the site ranked for 287 queries in total and earned 15 clicks in 90 days. To Google and to every AI assistant, it barely existed.
It also competes against aggregator portals with thousands of listings and far bigger budgets. Out-spending them was never the plan.
What did we build?
One page per real search, not one page for everything
Separate pages for each college, neighbourhood and room type a student actually searches — accommodation near Pithampur, AC hostels in Rau, the best PG near Medicaps — each answering that question directly instead of repeating the homepage.
Guides students search before they search for a hostel
Packing lists and hostel-essentials guides. These now earn more clicks than the brand name does, and they put the residence in front of families months before the booking decision.
Answer-engine structure on every page
FAQ schema, question-shaped headings and short, extractable answers about price, distance and facilities — the format an assistant can quote. Static HTML with no build step, so pages load fast on the mid-range phones students use.
Measurement that separates reach from leads
Search Console, GA4 and AI-citation probes run on a schedule. Form submissions and tap-to-call events are counted separately, because only one of them is a lead.
What changed?
- Clicks from search rose from 15 to 577 per 90-day window; impressions from 2,849 to 47,496; ranking queries from 287 to 1,851.
- ChatGPT, with web search on, named the residence in 57 of 78 checks across 27 questions students ask — “boys hostel near Medicaps University”, “affordable hostel near Medicaps Indore”, “PG near Medicaps University Indore for students”.
- While paid ads were switched off from 16 August to 5 September, the website alone produced 18 named, contactable leads.
- The owner switched the remaining ads off on 17 September for the best possible reason: the beds were full.
What is not working yet?
A large share of the new impressions is informational — packing lists, “best cafes for studying” — which ranks well and converts poorly. We report it because impressions are not the goal; enquiries are. Our own number for the price of a lead is in the Google Ads case.
Common questions
How long did it take to see results?
Clicks moved from 15 to 90 per 90-day window within about six weeks, and to 538 by the end of August. Local, specific queries move fastest; competitive head terms take longer.
Does ChatGPT really recommend a small hostel?
Yes, when it is allowed to search the web — which is how most people use it now. In 57 of 78 logged checks it named this residence. Without web search it cannot, because a small business is not in its training data. That distinction is why we measure with search switched on.
Could this work for your business?
It probably fits if:
- You sell to people searching a specific place — a college, a neighbourhood, a city
- Aggregators or marketplaces outrank your own website for your own category
- You want enquiries direct, without paying a portal commission
What this used
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