You can see which channels earn their money, and which quietly do not.
Gully Sales puts every route your enquiries arrive through onto one comparable basis, digital and offline together, so the next budget decision rests on evidence instead of on whoever argues hardest in the meeting.
One comparable number for every channel, from paid ads to walk-in referrals.
Cost, lead quality, speed and revenue by channel, not only enquiry volume.
A keep, cut, grow or test decision for each channel, with reasons recorded.
Gully Sales Private Limited works with businesses across India, on the digital, offline and partner channels Indian SMBs actually sell through.
In one paragraph
What is Channel Performance Analysis?
Channel performance analysis compares every route your enquiries arrive through, from paid search and social to referrals, dealers, exhibitions, marketplaces and phone calls, on one agreed set of definitions. Gully Sales measures what each channel costs you, what quality it sends, how quickly it converts and what it contributes to revenue, then gives you a keep, cut, grow or test decision for each one.
The problem
Every channel looks busy, and none of them can be compared.
Enquiries reach you from several places at once. A Google search, a listing site, a WhatsApp forward, a badge collected at an exhibition, a dealer's phone call, a friend of an existing customer. Each source is measured differently, or not at all. The ad platforms report their own numbers generously. The offline channels leave no record beyond a name in a diary. So the monthly conversation becomes an argument about which channel deserves more money, settled by whoever speaks with the most confidence rather than by evidence anyone can check.
You will recognise it as
You know the month's total marketing spend, but not what each channel cost per qualified enquiry.
Two ad platforms claim the same lead, so reported conversions add up to more than you received.
Referral, dealer and exhibition enquiries are called free, because nobody has ever costed them.
One channel brings the most enquiries, and your sales team quietly ignores them because they rarely buy.
Budget moves between channels on instinct or an agency's advice, not on a comparison you made yourself.
Nobody can say what happens to revenue if you stop the weakest channel next month.
What it costs the business
Money keeps flowing to channels that fill the top of the funnel but rarely produce customers, while a channel that closes well stays underfunded.
Sales lose confidence in marketing leads, because strong and weak enquiries arrive mixed together with nothing to tell them apart.
Channel decisions are reopened every quarter, since the basis for the last decision was never written down.
Offline channels that genuinely bring business, such as dealers and trade events, get cut first because they are the hardest to defend with numbers.
Why it persists. The numbers exist, but they sit in different systems that count differently. Each ad platform claims credit for the same enquiry. Analytics stops at the form. The CRM knows what closed but not what brought it in. Offline and partner channels never enter a system at all. Joining these into one comparable view is careful, unglamorous work, and in a small team it is nobody's job, so it waits for a quarter when things are quiet. That quarter does not arrive.
If it stays unresolved. Spend drifts towards whichever channel reports the friendliest numbers. The channels that actually bring paying customers stay small because they cannot prove themselves. Over a year or two your acquisition cost rises while the enquiry count still looks healthy, and in the first difficult month the channel that was working is often the one cut.
What changes
You can defend every rupee by channel, on numbers your team accepts.
In the first weeks
One channel map listing every route enquiries take into your business, including the offline and informal ones.
A single definition of an enquiry, a qualified enquiry and a channel cost that every channel is measured by.
A first comparison showing what each channel cost and produced over the agreed review period.
In how the work runs
Source capture repaired at the points where channel data was being lost.
A monthly channel review that takes an hour, instead of three days of collecting numbers.
Sales and marketing working from the same channel names and the same enquiry counts.
In sales and marketing
A keep, cut, grow or test decision for each channel, with the reasoning recorded against it.
Budget concentrated on channels that convert rather than channels that report loudly.
Cost per qualified enquiry and cost per customer by channel, tracked over time.
In what management can see
You can see which channels bring buyers who return, and which bring one-time price shoppers.
Seasonal and regional differences between channels become visible instead of being averaged away.
Over the longer term
Channel decisions become a routine quarterly comparison rather than an annual argument.
New channels are tested against a known benchmark, so you learn faster with less money at risk.
Gully Sales controls the analysis, the definitions, the source capture fixes and the recommendation. What the numbers turn into depends on your pricing, your sales follow-up and your market, so we do not promise a particular fall in cost or rise in enquiries.
Who it is for
This is for you if you already spend across more than one channel.
The businesses it suits
Businesses running three or more channels at once, where at least one is offline or relationship-based.
Owners who spend a monthly marketing budget and cannot say which part of it produced customers.
Marketing heads asked to justify next year's plan channel by channel to a board or a promoter.
Companies working with an agency, a freelancer and an in-house person, each reporting differently.
Manufacturers and distributors whose enquiries arrive through dealers, marketplaces, exhibitions and search together.
Service businesses with several branches, where channel performance differs sharply by location.
What usually prompts the call
Your cost per customer is rising and you cannot see which channel is causing it.
You are setting next year's marketing budget and want the split decided on evidence.
An agency has recommended increasing spend and you have no independent basis to judge it.
A channel that used to work has slowed, and nobody can say whether it is the channel or the offer.
You are entering a new city or category and need to know which channels travel with you.
What Gully Sales does
The work, component by component.
Channel inventory and definitions
We list every route by which an enquiry can reach you: paid search, social, organic search, email, WhatsApp, listing sites and marketplaces, dealers and distributors, exhibitions and events, print, signage, telecalling, referrals and walk-ins. Then we write down what each one is called, what counts as an enquiry from it, and what counts as a qualified enquiry.
Why it matters:
Most comparisons fail before they begin, because two people mean different things by the same channel name and because the channels nobody tracks are left out of the total altogether.
You receive:
A channel map and a one-page definitions sheet agreed by marketing, sales and the owner.
Business value:
Every later number rests on one agreed vocabulary, so the discussion is about performance rather than about whose count is correct.
Source capture and data baseline
We check what each channel actually records today: tracking parameters on ads and email, form fields and hidden source fields, call tracking or the question your receptionist asks, WhatsApp entry points, dealer enquiry logs and event lists. We fix what is cheap to fix and note plainly what cannot be recovered.
Why it matters:
A channel comparison is only as honest as its weakest source. Channels that record nothing look free, and channels that record everything look expensive.
You receive:
A data baseline note listing every channel, what it captures today, and where the gaps sit.
Business value:
You stop comparing a measured channel against an unmeasured one, and the gaps that matter are closed before the analysis is run.
Like-for-like cost and volume comparison
We bring spend and enquiries into one table, on the same period and the same definitions, including the costs that usually go uncounted: agency retainers, stall and travel costs for exhibitions, listing subscriptions, commission or margin given to dealers, and the internal time a channel consumes each month.
Why it matters:
Platform reports count only their own media cost. The real cost of a channel includes the work around it, which is often the larger half for offline and partner routes.
You receive:
A channel comparison workbook with cost, enquiries and cost per enquiry, by channel and by month.
Business value:
Cheap channels and expensive channels change places once the full cost is counted, and you see which is which before the budget is set.
Lead quality and conversion by channel
We follow the enquiries from each channel into your CRM or register and measure what happened to them: how many were qualified, how many reached a proposal, how many bought, what the average order value was, and how long each stage took. Channels are then ranked on customers rather than on clicks or raw lead counts.
Why it matters:
The channel that sends the most enquiries is often not the channel that sends buyers. Volume flatters, and a sales team usually already knows which sources it dreads.
You receive:
A conversion and quality table by channel, with average order value and time to close.
Business value:
You can defend a channel that sends few but serious enquiries, and challenge one that fills the sheet and closes almost nothing.
Revenue contribution and payback
For each channel we set what it cost against what it returned in the same window: revenue from customers first recorded on that channel, repeat purchases where your records allow it, and the point at which the channel paid back its cost. Where the records cannot support this, we say so rather than modelling a number.
Why it matters:
Owners do not allocate budget on cost per lead. They allocate on what came back and how long the money took to return.
You receive:
A contribution and payback view by channel for the agreed review period.
Business value:
The budget conversation moves from enquiry counts to money out and money in, which is the language the decision is actually made in.
Saturation and headroom check
We look at what happened when spend on a channel rose or fell in the past, at how cost per enquiry moved with volume, and at where a channel appears to have run out of audience in your category or city. The output separates channels that can absorb more money from channels already at their limit.
Why it matters:
Putting more money into a channel does not raise returns in proportion once its addressable audience is exhausted, and the extra spend is quietly wasted.
You receive:
A headroom note per channel: room to grow, at its limit, or needs a different approach first.
Business value:
Growth money goes where it can still buy something, and you avoid pushing more into a channel that has stopped responding.
Decisions and reallocation shortlist
We put the analysis in front of your decision makers and agree a position on every channel: keep as is, cut, grow, or test. A test carries a defined amount, a defined question and an end date. Each decision is written down with the number behind it and the date on which it should be looked at again.
Why it matters:
An analysis nobody acts on is only a report. The value appears when a decision is recorded, given an owner, and set against a review date.
You receive:
A one-page channel decision sheet, with the reasoning and review date for every channel.
Business value:
Next quarter's discussion starts from what you decided and why, instead of starting again from opinion and memory.
Review rhythm, access and continuity
We set the cadence that keeps the analysis alive: who refreshes the numbers, in which file, from which sources, and by when each month. Access runs through named accounts with the least permission needed, a copy of every dataset is kept so a closed ad account cannot erase your history, and definitions are revised whenever a channel is added or a platform changes its reporting.
Why it matters:
Channel analysis decays quickly. Platforms rename metrics, staff move on, a login is lost, and within two quarters the comparison can no longer be rebuilt.
You receive:
A refresh routine, an access and ownership list, and a stored copy of every dataset and workbook.
Business value:
The comparison survives platform changes and staff changes, so next year's decision can be made against this year's evidence.
What you will have at the end.
A channel map covering every digital, offline and relationship route enquiries take into your business.
A written definitions sheet: channel names, what counts as an enquiry, and what counts as qualified.
A data baseline note recording what each channel captures today and where the gaps are.
A channel comparison workbook, with a sample view shared early so the format suits how you read numbers.
Cost, enquiry, conversion and revenue tables by channel for the agreed review period.
A quality ranking of channels based on customers won rather than enquiry counts.
A headroom note per channel, separating channels that can absorb more spend from those at their limit.
A one-page channel decision sheet: keep, cut, grow or test, with reasoning and a review date.
Source capture fixes, with an anonymised extract showing data quality before and after.
A monthly refresh routine with named owners, and the access and stored-copy arrangements behind it.
A recorded walkthrough of the workbook, so a new team member can pick it up without us.
How it runs
The engagement, step by step.
1
Scope and definitions
We agree the review period, list every channel including the offline and partner routes, and write down the definitions the whole analysis will run on: what each channel is called, what counts as an enquiry, what counts as qualified, and which costs belong to which channel.
You provide:
Two hours with the owner or marketing head, the sales lead, and whoever runs your advertising today.
We produce:
The channel map and the agreed definitions sheet.
Done when:
Marketing, sales and the owner accept one set of channel names and definitions.
2
Data collection and baseline
We gather spend, enquiries and outcomes from ad accounts, analytics, forms, your CRM or register, call logs, marketplace dashboards, dealer records and event lists, and record the position as it stands today, including which channels have no reliable history at all.
You provide:
Read access to ad accounts, analytics and CRM, spend records by channel for the last two to four quarters, and event, dealer and referral logs in whatever form they exist.
We produce:
The data baseline note and the raw dataset, stored in a copy you keep.
Done when:
Every channel has either usable data or an honest note explaining what is missing.
3
Source capture repair
Where a gap can be closed quickly we close it: tracking parameters on ads and email, a source field on every form, a first question for phone enquiries, a WhatsApp entry point that identifies itself, and a simple shared log for dealer and exhibition leads.
You provide:
Website and form access, and agreement from whoever answers the phone to ask one extra question.
We produce:
Corrected tracking, source fields and enquiry logs, with an anonymised extract showing the change in data quality.
Done when:
New enquiries arrive carrying a channel name you can trust.
4
Comparison and analysis
We build the comparison: cost and volume by channel on full costs, conversion and quality through to customer, revenue contribution and payback, and the headroom check on where spend can still buy growth. Anything the data cannot support is marked as not proven rather than quietly estimated.
You provide:
Answers on pricing, margin bands and sales process where the records are unclear, usually one working session.
We produce:
The channel comparison workbook and a written reading of what it shows.
Done when:
You can see every channel side by side on the same definitions.
5
Decisions session
We take your decision makers through the findings channel by channel and agree a position on each. Disagreements are settled by returning to the numbers, or by designing a small test with a clear question, rather than by argument in the room.
You provide:
Ninety minutes with the people who can actually move budget.
We produce:
The one-page channel decision sheet, with reasoning, owners and review dates.
Done when:
Every channel has a recorded decision and a named owner.
6
Handover and review rhythm
We hand over the workbook, the definitions and the refresh routine, walk your team through updating it, and set the monthly review and the quarterly re-comparison. Access, ownership and stored copies are arranged so the analysis can be rebuilt if a platform or a person is lost.
You provide:
One named internal owner for the workbook and the monthly refresh.
We produce:
The refresh routine, the access and continuity arrangements, and a recorded walkthrough.
Done when:
Your team refreshes and reads the comparison without us in the room.
Ways to work with us
Choose the depth that matches how often your channel mix changes.
One-time channel review
A single comparison across your channels for an agreed review period, ending in the workbook and the decision sheet. Suits a business setting next year's budget or questioning a rising cost per customer.
Quarterly channel review
The comparison is rebuilt every quarter on the same definitions, with a decisions session each time. Suits businesses whose channel mix, seasons and spend move noticeably through the year.
Monthly reporting with quarterly comparison
We refresh the core channel numbers every month and run the full comparison each quarter, so your review is a reading rather than a rebuild. Suits teams with nobody free to own the numbers internally.
Analysis inside a wider operations engagement
Channel analysis delivered as part of a marketing operations build, where workflow, source capture, reporting and budget control are being put in place at the same time.
Why Gully Sales
What you are actually choosing when you choose us.
We count the channels nobody tracks.
Dealers, exhibitions, referrals, walk-ins and phone enquiries carry a large share of revenue for Indian SMBs and almost never appear in a digital report. We cost them and measure them beside the paid channels, because leaving them out makes the whole comparison wrong.
We operate channels as well as measure them.
Gully Sales works across search, content, campaigns, sales and channel partner growth. The analysis is therefore done by people who know what each channel takes to run, so the recommendation accounts for the effort behind the number, not only the spend.
We have no channel to defend.
The analysis is not written to protect a retainer. If a channel we could run for you is not earning its place, that is what the sheet will say. Where your existing agency or team is performing well, the numbers will show that too.
The definitions are written down first.
Every number traces back to a definition your team agreed before the work began. That is why the findings survive the meeting: nobody can dismiss an uncomfortable channel result by disputing what was counted.
You keep everything we build.
The workbook, the raw dataset, the definitions and the refresh routine are yours, in tools you already own. If you stop working with us, the comparison keeps running and your history stays intact.
Where it applies
The same service, in different businesses.
Industry
The situation
How it applies
Likely benefit
Industrial manufacturing
Enquiries arrive from an exhibition, a marketplace listing, the website and two dealers, and the annual budget is set on whichever route felt strongest last year.
Every channel is costed in full, including stall, travel and dealer margin, then compared on qualified enquiries and orders actually won.
The exhibition can be judged against the ad account on the same basis, and the budget split stops being an annual argument between sales and marketing.
Multi-branch healthcare
Two branches run the same campaigns with very different results, and nobody can say whether the difference is the channel or the location.
Channel results are separated by branch, with quality and conversion measured from the front desk register as well as from online forms.
Spend is set branch by branch, and the weaker branch's problem is correctly identified as a channel issue or an operations one.
Building materials distribution
Most business still comes through relationships, but a growing amount of money now goes into digital channels that nobody has evaluated.
Referral and dealer routes are logged and costed for the first time, then compared with search, listings and social on conversion to order.
The owner can see what the digital spend genuinely adds beside the relationship channels, and fund it on that basis rather than on faith.
Education and training
Admission enquiries arrive in bursts from listing sites, social media, walk-ins and referrals, and the cost per admission is never worked out.
Enquiries are traced through to admission by channel and by intake season, with counselling time included in the cost of each channel.
Each intake is planned with a channel mix that reflects what converted last season, instead of what filled the enquiry sheet.
Professional services
Referrals bring the better clients and paid channels bring the volume, and the two compete for the same limited budget every year.
Client value and retention are measured by original channel, so the comparison uses revenue across the relationship rather than the first invoice.
The value of referral generation becomes visible in money, and paid spend is measured against a realistic internal benchmark.
Retail and e-commerce
Marketplaces, the website, walk-ins and social all produce sales, and each one reports its own flattering version of success.
Orders and returns are pulled together by channel, with commission, delivery and discount costs charged to the channel that created them.
Contribution after channel costs replaces revenue as the ranking, and a route that loses money on every order becomes visible.
Industrial manufacturing
The situation:
Enquiries arrive from an exhibition, a marketplace listing, the website and two dealers, and the annual budget is set on whichever route felt strongest last year.
How it applies:
Every channel is costed in full, including stall, travel and dealer margin, then compared on qualified enquiries and orders actually won.
Likely benefit:
The exhibition can be judged against the ad account on the same basis, and the budget split stops being an annual argument between sales and marketing.
Multi-branch healthcare
The situation:
Two branches run the same campaigns with very different results, and nobody can say whether the difference is the channel or the location.
How it applies:
Channel results are separated by branch, with quality and conversion measured from the front desk register as well as from online forms.
Likely benefit:
Spend is set branch by branch, and the weaker branch's problem is correctly identified as a channel issue or an operations one.
Building materials distribution
The situation:
Most business still comes through relationships, but a growing amount of money now goes into digital channels that nobody has evaluated.
How it applies:
Referral and dealer routes are logged and costed for the first time, then compared with search, listings and social on conversion to order.
Likely benefit:
The owner can see what the digital spend genuinely adds beside the relationship channels, and fund it on that basis rather than on faith.
Education and training
The situation:
Admission enquiries arrive in bursts from listing sites, social media, walk-ins and referrals, and the cost per admission is never worked out.
How it applies:
Enquiries are traced through to admission by channel and by intake season, with counselling time included in the cost of each channel.
Likely benefit:
Each intake is planned with a channel mix that reflects what converted last season, instead of what filled the enquiry sheet.
Professional services
The situation:
Referrals bring the better clients and paid channels bring the volume, and the two compete for the same limited budget every year.
How it applies:
Client value and retention are measured by original channel, so the comparison uses revenue across the relationship rather than the first invoice.
Likely benefit:
The value of referral generation becomes visible in money, and paid spend is measured against a realistic internal benchmark.
Retail and e-commerce
The situation:
Marketplaces, the website, walk-ins and social all produce sales, and each one reports its own flattering version of success.
How it applies:
Orders and returns are pulled together by channel, with commission, delivery and discount costs charged to the channel that created them.
Likely benefit:
Contribution after channel costs replaces revenue as the ranking, and a route that loses money on every order becomes visible.
Proof
Work we can point to.
Kerur Pain Clinic
The problem:
The clinic needed to reach patients through more than one route at a time, rather than depending on a single source of enquiries.
What we did:
Gully Sales delivered website development, SEO, social media and Quora marketing together, which is precisely the several-channels-at-once situation this analysis exists to compare.
The result:
The published case study records digital success across those channels. Channel-level cost and conversion figures for this engagement are not published.
What is channel performance analysis, in plain terms?
It is a like-for-like comparison of every route your enquiries arrive through. We agree what each channel is called and what counts as an enquiry, gather cost and outcome data for an agreed period, and put every channel in one table on cost, quality, conversion and revenue. The output is a decision on each channel: keep it, cut it, grow it, or test it with a defined amount.
How is this different from attribution or a monthly campaign report?
Attribution decides how credit is shared between the touchpoints inside one buyer's journey. Campaign reporting says how individual campaigns performed last month. This page is about whole channels compared against each other over a longer window, including offline and partner routes that never appear in a campaign report. Many businesses need this comparison well before they need a formal attribution model.
Can you measure offline channels like dealers, exhibitions and referrals?
Yes, and this is usually where the surprises are. We cost them properly, including stall and travel spend, dealer margin or commission, and the internal time each one consumes. Then we put a simple record in place at the point of contact, so an enquiry arriving by phone, at a stall or through a dealer carries a channel name from that day forward, just as an online enquiry does.
Our ad platforms each report different numbers. Which one do you use?
None of them alone. Each platform counts conversions on its own rules and its own window, which is why the totals overlap and exceed what you actually received. We reconcile platform data against your own records of enquiries and closed business, then report on your numbers and note the difference. The platform figures stay useful for managing campaigns, not for comparing channels.
What records do you need to compare our channels?
Read access to your ad accounts, analytics, website forms and CRM or enquiry register; spend by channel for the last two to four quarters, including agency and event costs; and any dealer, referral and event logs however rough they are. Beyond that we need about two hours with the owner or marketing head and the sales lead, and a working session on pricing and margin.
Who keeps the comparison running once you hand it over?
Access is arranged through named accounts with the least permission needed, and removed at the end of the engagement. Every dataset and workbook is stored in a copy you own, so a lost login or a closed ad account cannot erase your history. On monthly and quarterly engagements the refresh date is fixed in advance, and definitions are revised whenever a platform changes what it reports.
How long does a channel performance analysis take?
It depends on how many channels you run, how many systems the data sits in, and how much source capture has to be repaired first. Definitions and collection come first, then the comparison, then the decisions session. We agree the sequence at the start and do not commit to a fixed calendar before seeing what state your records are in.
How is success measured?
Against the baseline recorded before anything changed: cost per qualified enquiry by channel, the share of enquiries carrying a usable source, how much closed business can be traced to a named channel, conversion by channel, contribution to revenue, spend against plan, and the hours needed to produce the comparison. The deeper test is whether your next budget decision is made from the sheet.
3 more questions
Will you recommend dropping our agency or a channel we like?
We report what the numbers support and leave the decision with you. Sometimes a channel with poor figures is being run badly rather than being wrong for your business, and in that case we say so and suggest a test instead of a cut. Where a partner is performing well, the analysis shows that clearly, which is often the more useful outcome.
We have only a few months of records. Is that enough to start?
Often yes, with limits stated openly. We use what exists, mark the channels that cannot be judged fairly yet, and set the definitions from the date the analysis begins so the next quarter is clean. What we will not do is present a confident ranking built on three weeks of partial data. Waiting for a perfect history is the reason many businesses never start.
What does a channel comparison not cover?
Buying the media and producing the campaigns being compared are separate services, deliberately, so the comparison is not marking our own work. So are the neighbouring pieces of this pillar: building a full attribution model, developing dashboards, cleaning the lead database, and the annual budget allocation plan itself. This engagement compares channels and records the decisions, then tells you which of those pieces is worth doing next.
Talk to us
Request a marketing operations assessment of your channel mix.
The audit costs nothing and commits you to nothing. We go through the channels you run, what each one records today, and whether a full comparison is worth doing or two source capture fixes would answer your question.
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