Episode 04Digital Marketing
Lead Quality: Why Cheap Leads Never Close
Four hundred leads at a great cost per lead, and a sales team calling them timepass. The head of paid media at Lead Experts talks with a real estate marketing head about what lead quality really means, why cheap Meta leads go cold, how fast to call back, and how to teach Google Ads and Meta the difference between form-fillers and buyers.
- Published1 Oct 2026
- LengthAbout 14 min
- HostKavya
- GuestAditi
This episode is produced with AI-generated voices. The guest is a composite character based on situations our team sees regularly.
In this episode
Host
Kavya
Head of Paid Media and PPC at Lead Experts. Runs Google Ads, Meta ads and lead generation campaigns for businesses in India and abroad.
Guest
Aditi
Head of marketing at a residential real estate developer, Pune, India. Composite guest based on common client situations.
Key takeaways
- Lead quality is how likely an enquiry is to become a paying customer, judged by fit, intent and timing; cost per lead alone cannot measure it, so judge campaigns on cost per site visit and cost per booking.
- Cheap Facebook and Instagram leads often fail because pre-filled instant forms make submitting too easy; Meta's higher intent form, one or two qualifying questions and a visible starting price filter out junk leads.
- Google Ads leads are usually higher intent than Meta leads because the person searched first, so the two need different follow-up: an immediate call for search leads, a WhatsApp brochure and price sheet first for Meta leads.
- Speed to lead matters as much as targeting: a Harvard Business Review study found firms that responded within an hour were nearly seven times as likely to qualify a lead, so fix callback time before increasing ad spend.
- Sending qualified leads and bookings back from your CRM, through Google Ads enhanced conversions for leads and Meta's Conversions API, teaches both platforms to find buyers instead of form-fillers.
Transcript
Introduction
KavyaWelcome to the Lead Experts Podcast. Episode 4: Lead Quality: Why Cheap Leads Never Close. I'm Kavya, and I lead paid media and PPC at Lead Experts. We're covering what lead quality really means, why cheap Facebook and Instagram leads so often go nowhere, what a good cost per lead looks like in India, how fast your sales team needs to call back, and how to teach Google Ads and Meta which leads actually turned into customers. My guest today is Aditi, who heads marketing for a residential real estate developer in Pune, India, and has been in the business twelve years. Aditi, welcome.
AditiThank you, Kavya. I should warn you, I'm here on behalf of a very frustrated sales team.
KavyaMost of my guests are. Tell me what happened.
AditiSo we launched a new project in Wakad last quarter. Two and three BHK flats. We ran Meta lead ads, and in the first month we got four hundred leads at about five hundred rupees each. I was thrilled. Then the sales head came into my cabin and said, "Aditi, these are timepass leads. Half don't pick up, and the rest say they never filled any form."
KavyaAnd I'm guessing your cost per lead looked beautiful on the report.
AditiBeautiful. My director loved the report. My sales head wanted to throw it out of the window.
KavyaThat gap is the whole episode. Let's start with the definition, because everything depends on it.
What is lead quality and how do you measure it?
AditiOkay. What is lead quality, and how do I actually measure it?
KavyaLead quality is how likely an enquiry is to become a paying customer, judged by fit, intent and timing, not by how many forms get filled. You measure it by following leads past the form: how many you reached, how many qualified, how many booked a site visit, and how many bought. Cost per lead alone can't tell you lead quality.
AditiSo the number I was proudest of is the one that tells me the least.
KavyaIt tells you what the lead cost. Not what it was worth. And this is the myth I'd most like to kill. The myth is that a lower cost per lead means a better campaign. The reality is that the cheapest leads are often the most expensive ones, because your sales team spends hours chasing people who were never going to buy.
Why are Facebook leads so poor quality?
AditiOkay, so tell me why. Why are my Facebook leads so poor quality?
KavyaFacebook and Instagram lead quality drops mainly because the default instant form makes submitting too easy. Meta pre-fills the name and phone number, so people tap submit while scrolling without really meaning it. And Meta's system finds more people who fill forms cheaply, not people who buy flats, unless you tell it the difference.
AditiSo I was paying Meta to find professional form-fillers.
KavyaIn a way, yes. You asked for leads, and it delivered exactly that. The fix isn't to stop running Meta ads. It's to change what you ask for and what you reward.
What is a good cost per lead for real estate in India?
AditiFine. But before we get there, my director's first question will be about cost. What is a good cost per lead for real estate in India?
KavyaThere's no single good cost per lead for real estate in India, because it depends on the city, the ticket size and how qualified the lead is. A premium project will always cost more per lead than an affordable one. The honest benchmark is cost per site visit and cost per booking, because those are the numbers that pay for the campaign.
AditiYou're dodging the number.
KavyaDeliberately. Anyone who quotes you one cost per lead benchmark for all of India is guessing. What I can do is show you why the cheaper lead can lose. Can I do it with your numbers?
AditiPlease. My director loves rupees.
KavyaOkay. Campaign A is what you ran. Two lakh rupees, four hundred leads, five hundred rupees each. Say your team reaches forty per cent of them. That's a hundred and sixty conversations. One in ten books a site visit, so sixteen visits. If one in eight visits turns into a booking, that's two flats.
AditiTwo. That's painfully close to what actually happened.
KavyaNow Campaign B. Same two lakh rupees, but with a tougher form and better targeting. Leads cost twelve hundred and fifty rupees each, so you only get a hundred and sixty. But these people meant it. Your team reaches eighty per cent, that's a hundred and twenty-eight conversations. One in four books a site visit, so thirty-two visits. One in eight of those, and you have four bookings.
AditiFour bookings from fewer leads.
KavyaExactly. Your cost per lead went up two and a half times. Your cost per booking went down from one lakh rupees to fifty thousand. And your sales team made far fewer calls to get there. A cheap lead nobody can reach is the most expensive lead you'll ever buy.
Are Google Ads leads better than Meta leads?
AditiOkay, I'm writing that down for the director. So are Google Ads leads better than Meta leads?
KavyaGoogle Ads leads are usually higher intent than Meta leads, because the person searched for something like "two BHK flats in Wakad" before they saw your ad. Meta leads are interruptions: people weren't looking, you found them. That makes Google leads costlier but warmer, and Meta leads cheaper but colder. Most real estate developers need both, with different expectations.
AditiDifferent expectations meaning what?
KavyaMeaning a Google lead should get a call and a site visit offer straight away. A Meta lead often needs a softer first step: a WhatsApp message with the brochure, the price sheet and a video walkthrough, then a call. If you treat both the same, the Meta leads will always look worse than they are.
AditiThat's useful. Our team treats every lead exactly the same.
KavyaWhich brings me to the question that matters most, and it's not about ads at all.
AditiGo on.
KavyaAsk me how fast your team should call back.
How fast should you call back a new lead?
AditiOkay. How fast should you call back a new lead?
KavyaYou should call back a new lead within five minutes if you can, and certainly within the hour. Interest fades fast, and the person may have enquired with three other developers the same evening. A Harvard Business Review study found firms that responded within an hour were nearly seven times as likely to qualify a lead as those that waited even one more hour.
AditiSeven times. Our average callback is the next morning.
KavyaThen the next morning is where most of your lead quality problem lives. By then, the person has spoken to another developer, or forgotten they filled your form, which is exactly why they say "I never filled any form." That study is older and it's American data, but every campaign we manage at Lead Experts shows the same pattern.
AditiMy sales head will say, "We can't call four hundred people in five minutes."
KavyaAnd he's right. Which is the contrarian bit. Don't increase your ad budget until your callback time is fixed. More leads into a slow team just means more leads going cold. Set up an instant WhatsApp reply with the brochure and price sheet, route leads straight into your CRM or a shared sheet with an alert, and make the first call the same hour.
How do you filter out junk leads?
AditiOkay. So how do we filter out junk leads without killing the volume completely?
KavyaTo filter out junk leads, add friction that only serious buyers will accept. In Meta, switch the instant form to the higher intent option, which adds a review screen before people submit. Then add one or two qualifying questions, like budget range and when they plan to buy. You'll get fewer leads, but far more of them will pick up.
AditiWon't that make my cost per lead shoot up?
KavyaIt will, and that's fine. Go back to Campaign B. The cost per lead went up and the cost per booking came down. Also, make the ad itself honest. Put the starting price and the configuration in the creative. "Two BHK from seventy-five lakh" filters people better than any form question.
AditiWe deliberately hid the price to get more leads.
KavyaEveryone does. And that's also why so many leads say "too expensive" on the first call. And for a Pune project, your ads need the MahaRERA registration number and QR code anyway, so be sure the creative stays compliant while you're rewriting it.
Why do leads say they never filled the form?
AditiOne thing still bothers me, though. Why do so many leads say they never filled the form at all? Are they lying?
KavyaUsually not. When leads say they never filled the form, it's mostly one of three things: a pre-filled form tapped by accident while scrolling, a lead from a low-quality placement, or a gap of many hours before anyone called. Occasionally it's a fake or mistyped number. Each of those is a lead quality problem you can fix, not a mystery.
AditiWhat do you mean by a low-quality placement?
KavyaMeta shows ads in many places beyond the Facebook and Instagram feeds, including apps in its Audience Network. In our experience, lead forms served in some of those placements bring a lot of accidental taps. Check your placement breakdown in Ads Manager, and if one placement has cheap leads that nobody can reach, switch it off.
AditiAnd the fake numbers?
KavyaOn your own website forms, a one-time password check on the phone number stops most of them. On Meta, the higher intent form and a genuine qualifying question do a lot of that filtering for you. You'll never get junk leads to zero, but you can make them the exception instead of the majority.
AditiThe exception instead of the majority. My sales head would sign up for that today.
KavyaHe'd be surprised how quickly it changes.
What is lead scoring and do small teams need it?
AditiRight. Next thing the sales head asked me: what is lead scoring? Do we need it?
KavyaLead scoring is ranking leads by how likely they are to buy, using simple signals like budget, timeline, location and whether they responded to your first message. Small teams don't need complex software for it. A hot, warm and cold tag in your CRM, agreed with sales, is enough to make sure hot leads get called first.
AditiHot, warm, cold. That I can do by Monday.
KavyaAnd write down what each one means, so two salespeople don't tag the same person differently.
How do you tell Google Ads and Meta which leads were good?
AditiOkay, this is the part I really don't understand. How do I tell Google and Meta which leads were actually good?
KavyaYou tell Google Ads and Meta which leads were good by sending your sales outcomes back to them from your CRM. In Google Ads that's offline conversion import, now called enhanced conversions for leads. In Meta, you connect your CRM through the Conversions API and optimise for conversion leads. Then the platforms learn to find people who look like your buyers, not your form-fillers.
AditiSo right now they're optimising for the wrong thing.
KavyaRight now they're optimising for exactly what you told them to: a form submission. Here's the order I'd fix it in. Three things. One, speed: every lead contacted within the hour, starting with an instant WhatsApp reply. Two, filtering: higher intent forms, qualifying questions and the price in the ad. Three, feedback: mark qualified leads and bookings in your CRM, and send those back to Google and Meta.
AditiAnd now the honest bit. Does that feedback loop actually work?
KavyaIt works, but it's not magic, and I'd be overselling it if I said otherwise. The platforms need enough qualified leads each month to learn from, so a small campaign may not have the volume. And the data is only as good as your sales team's tagging. If nobody updates the CRM, the smartest bidding in the world is learning from blanks.
AditiOur CRM is mostly blanks.
KavyaThen that's the real project. Not the ads.
Should you buy leads from property portals?
AditiLast one on channels. Should we buy leads from property portals like 99acres, MagicBricks and Housing.com?
KavyaProperty portal leads can work well for real estate in India, because the buyer is already on the portal to shop for a home. But the same lead is often shared with several developers, so speed matters even more. Treat portals as one channel, measure cost per site visit exactly like your ads, and keep building your own website and campaigns so you're not renting all your demand.
AditiRenting all our demand. That's a good line.
KavyaAnd what if the budget is small? Some of your listeners won't be spending two lakh a month.
AditiYes, what if you only have a small budget?
KavyaThen lead quality matters even more, because you can't afford wasted calls. With a small budget, start with Google Search for your most specific searches, like the project area and configuration, use a higher intent form if you run Meta, and put every rupee of effort into calling back within minutes. Small budgets die of slow follow-up far more often than bad targeting.
AditiSo if there's one thing I tell my director on Monday...
KavyaTell him this. Stop judging campaigns on cost per lead. Judge them on cost per site visit and cost per booking. The cheapest lead is the one that turns into a customer.
AditiHe'll argue for about ten minutes and then ask for the new report.
KavyaThat's the right amount of arguing.
AditiOkay. What can I actually do this week?
KavyaThree things, each under an hour. First, pull last month's leads and mark each one reached, qualified, site visit or booked, so you know your real cost per booking. Second, switch your Meta instant forms to higher intent and add one budget question. Third, set up an instant WhatsApp reply and agree with sales that every new lead gets a call the same hour.
AditiAnd fill in the CRM.
KavyaAnd fill in the CRM. Every single time.
AditiKavya, thank you. I came in to defend my report and I'm leaving with a better one.
KavyaThat's the best outcome. Thanks, Aditi. And that was Episode 4 of the Lead Experts Podcast. Thanks for listening, and we'll see you next time.
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