Follower counts are what most people look at first. Views are what a brand actually pays for. Cost per view, or CPV, is the simplest way to see what each rupee of an influencer campaign buys, and to compare one creator with another fairly. This guide shows how to work it out, what a sensible number looks like, and where it can mislead you, using the real rate cards and reel views of the creators on our roster in October 2026.
What CPV means
CPV is what you pay for each view a piece of content gets.
CPV = creator fee ÷ views
If a creator charges ₹11,000 for a Reel and it gets 13,000 views, the CPV is ₹11,000 ÷ 13,000 = ₹0.85 per view.
Lower is better: the same money reaches more people. A CPV of ₹0.40 is twice as efficient as ₹0.80.
The four numbers you need
- The fee — what the creator charges for that one deliverable, before GST. If usage rights or a boost are bundled in, use the price of the post alone.
- The views — for planning, the creator's typical views; after the campaign, what the post actually got.
- The deliverable — a Reel, a Story and a YouTube video each have their own CPV. Never mix them.
- The time window — views keep growing for days. Compare posts at the same age, ideally 7 days after they go live.
Step 1: Estimate views before you book
Before the campaign, you don't know how a post will do, so you estimate from the creator's recent work.
- Open their profile and note the views on their last 10–12 Reels.
- Skip anything posted in the last 3 days; those views are still climbing.
- Take the median, not the average. Line the numbers up from smallest to largest and pick the middle one.
Why the median? One viral Reel with 9 lakh views can drag the average far above what a normal post does. Suppose the last nine Reels got 6K, 8K, 9K, 11K, 12K, 13K, 15K, 18K and 4.2 lakh. The average is about 57,000. The median is 12,000, which is what you should expect.
Step 2: Work out the expected CPV
Divide the fee by the median views.
Expected CPV = fee ÷ median views
A creator with a median of 12,000 views who charges ₹9,000 has an expected CPV of ₹9,000 ÷ 12,000 = ₹0.75.
Step 3: Measure the real CPV after the post
Seven days after the post goes live, ask the creator for a screenshot of the post's insights, and divide the fee by the views it actually got.
Actual CPV = fee ÷ views after 7 days
If the ₹9,000 Reel above got 20,000 views, the actual CPV is ₹0.45, better than expected. If it got 6,000, it was ₹1.50, worse. Over a few campaigns this tells you which creators reliably beat their numbers.
CPV, CPM and CPE
CPV has two close relatives, and big brands often report all three.
- CPM (cost per thousand views) = fee ÷ views × 1,000. It is CPV × 1,000, so a CPV of ₹0.85 is a CPM of ₹850. Ad platforms quote CPM, so this is the number to compare against your Meta or YouTube ads.
- CPE (cost per engagement) = fee ÷ (likes + comments + shares + saves). Useful when you want conversation, not just eyeballs.
- Cost per click or per lead — if the post carries a tracked link or a coupon code, divide the fee by clicks, sign-ups or sales. This is the number that matters most, and the hardest to get.
What a good CPV looks like in 2026
We worked out the expected CPV for 34 creators on our roster from their published Reel rate for Nagpur brands and the median views on their recent Reels.
- The middle creator came out at ₹0.86 per view (a CPM of about ₹860).
- Half the roster fell between ₹0.43 and ₹2.44 per view.
- Nano creators (under 10K followers) had the lowest CPV, a median of ₹0.50. Their Reels often travel well beyond their own followers, at a median of 1.36 views per follower.
- Micro creators (10K–100K) came out at a median of ₹1.41 per view. Their prices rise with followers faster than their views do.
- Tech creators were the dearest per view, a median of ₹5.12 against ₹0.73 for everyone else. Brands pay for a tech audience's buying intent, not just its size.
So a "good" CPV depends on what you are buying. For general awareness in a city like Nagpur, anything under ₹1 per view is solid. For a niche audience with money to spend — gadgets, finance, real estate — a higher CPV can still be the better deal.
For the full comparison by audience size, see nano vs micro influencers and followers vs views.
Why two creators with the same followers have very different CPVs
- Views per follower. Across 53 creators on our roster the median Reel reached 0.26 views per follower, but some creators regularly hit 3–8 views per follower and others under 0.1. Followers are history; recent views are now.
- Pricing by follower count. Most rates in India are still set mainly by followers. That is why CPV is so useful: it shows you who is good value right now.
- Niche. Tech, finance and beauty creators charge more for the same views because their audience buys.
- Location of the audience. For a local shop, 10,000 views from people in your city are worth more than 50,000 from across India. Ask for the creator's top cities.
- Format. A collab Reel shows on the brand's profile too and usually costs more; a Story is cheaper but disappears in 24 hours. Work out CPV for each format separately.
A worked comparison
Say you have ₹30,000 and three Nagpur creators to choose from (example numbers):
- Creator A: 80K followers, median 9,000 views, ₹15,000 a Reel → CPV ₹1.67
- Creator B: 25K followers, median 18,000 views, ₹8,000 a Reel → CPV ₹0.44
- Creator C: 12K followers, median 14,000 views, ₹5,000 a Reel → CPV ₹0.36
Creator A alone uses half the budget for about 9,000 expected views. B and C together cost ₹13,000 for about 32,000 views, and leave ₹17,000 for a third creator or Stories. The biggest name was the weakest buy.
Planning a budget with CPV
Turn it around and CPV tells you what a goal costs.
Budget = views you want × CPV you expect
To reach 2 lakh views at around ₹0.80 per view, plan for about ₹1.6 lakh. With a mix of nano and micro creators at ₹0.50, the same budget could reach about 3.2 lakh views.
Where CPV misleads
- Views are not customers. A cheap view from the wrong city or age group is still the wrong view. Pair CPV with the creator's audience details.
- Bought or boosted views. A creator who runs ads on their own Reels shows inflated views. Ask whether the numbers are organic.
- Different platforms count views differently. Compare Instagram with Instagram and YouTube with YouTube.
- Young posts. A Reel that is two days old will look expensive. Wait until day 7.
- Content still matters. A great creative at ₹1.20 per view usually sells more than a forgettable one at ₹0.40.
Are you a creator? Our free rate calculator does this maths for you: enter your Instagram handle and it reads your recent Reel views, applies what brands pay per view, and shows what to charge for a Reel, Story, UGC and more.
How we use it at SocialBridge
Every creator on our roster has a fixed rate card, and we track the views on their recent Reels alongside it. When you send a brief, ask for each shortlisted creator's typical views as well as their rate, and you can work out the CPV before you commit. Our creator rates report shows what Reels, Stories and UGC cost by audience size, and the cost guide covers usage rights, exclusivity and the rest.
Want the numbers for your own campaign? Send us your brief and we'll come back with a shortlist, views and rates within 24 hours.