Post-campaign analysis

Post-campaign analysis checklist for influencer campaigns: lock, audit, analyse, decide

The report is the output; the analysis is the work behind it. This checklist runs in six stages, from locking the data to filing the learnings, with the checks that stop a wrong number reaching leadership.

7 min readUpdated

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In short

  • Run six stages in order: lock the data, audit it, analyse, close rights and payments, decide, archive. Skipping the audit is how a wrong number reaches the board.
  • Analyse in a fixed order: result against target, cost against plan, creators, pooled formats and languages, creative, creator ads, audience quality and timing.
  • Close the loop at the end of the window: label check, rights end dates in the calendar, ad switch-offs, invoices and TDS reconciled.
  • End with a written decision on budget, mix and the next test, plus a learnings log with evidence, confidence and an owner, filed where next year's benchmarks can use it.
97.3%of the 1,609 influencer ads ASCI processed in 2025-26 needed modification, so the label check belongs in the analysisSource
46.4%of surveyed Indian brands judge influencer performance campaign by campaign, so learnings often fail to carry over (2026 vendor survey)Source

A post-campaign analysis for an influencer campaign runs in six stages: lock the data, audit it, analyse it in a fixed order, close rights, compliance and payments, decide what happens next, and archive everything. The audit is the stage teams skip, and it is where most wrong numbers are caught. Each stage below is a short checklist you can copy into your own tracker.

The closing document that comes out of this work is described in our influencer campaign report template, and the formulas it uses are in our guide to how to measure influencer marketing ROI. This post is the working checklist behind the report: what to do, in what order, and what to check before a number is trusted. For the wider plan, see the complete guide to influencer marketing in India. It matters because learning rarely carries over: 46.4% of surveyed Indian brands judge influencer performance campaign by campaign, per a 2026 vendor survey covered by Campaign India.

The timeline

WhenStageOutput
Day 7 after each postSnapshot insightsDated screenshots
Day 30 after each post, or when your attribution window closesLock the dataA frozen analysis file
The days after the lockAudit, then analyseA clean sheet and a scorecard
Straight after analysisClose rights, compliance and moneyA signed-off close-out
Within a week of the lockReview and decideDecisions and a learnings log
Around day 90RefreshRepeat purchase, search decay, fatigue

Stage 1: lock the data

  1. Fix the cut-off date and time, and write it on the first line of the analysis file.
  2. Export orders from the store with UTM values, code, order date, new or existing flag and return status.
  3. Screenshot creator insights for every post at day 7 and day 30: views, reach, audience location, watch time, saves and shares, date-stamped.
  4. Export ad platform reports for creator ads, by ad.
  5. Pull the cost ledger from invoices, not from the plan.
  6. Export survey answers if you ran a post-purchase question.
  7. Save every live post's URL, label and caption, plus a copy of the comments.
  8. List mid-campaign changes: link fixes, offer changes, ad budget moves, stock-outs.

Once locked, the file does not change. Later corrections go in a dated log.

Stage 2: audit the data

CheckHowPass
Orders tie to the storeTagged plus untagged orders equal the store total for the windowTies, or the gap is explained
No double countingOne row per order, one creator credited by your fixed ruleNo order credited twice
Test and internal orders removedFilter by staff email, phone and test pincodesNone remain
Returns nettedStatus as of the cut-offGross and net both shown
Code leaksRun the check in tracking sales with discount codesExisting-customer and off-geography redemptions out of acquisitions
UTM integrityValues match your convention, no unexplained "(not set)" rowsGaps explained
Views reconcileCompare screenshot views with public counts on a sample of postsDifferences explained
Cost lines completeFees, rights, agency fee, product, production, media and tools all presentAll present

Here is the order reconciliation for a hypothetical campaign, with made-up numbers.

StepOrdersNote
Store orders in the window2,640The source of truth
Tagged with a creator link or code1,452From the UTM and code exports
Untagged1,188Search, direct, marketplace, unknown
Less orders credited twice (code and link)-31One credit per order, code first
Less test and internal orders-11Staff and test pincodes
Less existing-customer code redemptions-49From the leak check
Clean creator-attributed orders1,361The verified floor
Of which new customers1,060The base for CAC and LTV

Chase these red flags before any analysis starts:

  • A creator with many clicks and no orders. Suspect a broken landing page or a wrong link.
  • Code redemptions from pincodes the creator's audience does not live in. Suspect a leak.
  • An order spike in a single minute, or at midnight. Suspect bulk orders, tests or a deal-site posting.
  • A creator ID in the orders that is not on the plan. Someone shared a code you did not issue.
  • Views that differ between day-7 and day-30 screenshots by more than growth explains. Suspect a boosted post or an edit.

A gap you explain is a caveat. A gap you round away is a risk. The attribution reasoning behind these checks is in influencer marketing attribution.

Stage 3: analyse, in this order

StepQuestionOutput
1. Result against targetVerified floor and working figure against the targetHeadline range; see the ROI formula guide
2. Cost against planWhich lines ran over or underVariance by line
3. CreatorsCost per result by creatorScorecard; rank only creators with about 25 conversions, as in influencer cost per acquisition
4. Pooled cutsTier, format, language, city clusterWhere money worked
5. CreativeHook style, offer framing, lengthLearnings for the next brief
6. Creator adsCost per purchase against brand-made adsReuse decision; see content repurposing ROI
7. Audience qualityTarget-city share, comment themesSee social listening
8. TimingPosting day and hour against clicks and ordersSchedule for next wave

Order matters. Starting with the best creator invites a story before you have the totals. Starting with the totals sets the frame for everything else. Where you ran a holdout, read it at step 1 and let it overrule the tracked figures; see incrementality testing.

Stage 4: close rights, compliance and money

ItemCheckOwner
DisclosureEvery live post carries a clear label upfront, in the placement ASCI requires; corrections loggedAgency
ClaimsFinal captions match the approved claimsBrand
RightsEnd dates in the calendar two weeks ahead; ad switch-offs assigned to a named personBrand
PaymentsInvoices match contracts; TDS and GST handled; unpaid creators listedFinance
Make-goodsLate or missed posts settled as the contract saysAgency

Do the label check in the analysis, not later. In ASCI's 2025-26 annual report, 97.3% of the 1,609 influencer ads it processed needed modification (ASCI), and its influencer guidelines say responsibility is shared between influencer and advertiser. Our ASCI influencer guidelines explainer lists the labels and placements, and usage rights for influencer content covers the end-date logic. For payment treatment, see TDS and GST on influencer payments. This is general information, not legal or tax advice.

Stage 5: review and decide

A 45-minute review is enough if the one-page summary went out first.

ItemMinutesOutput
Numbers: range, cost against plan10Agreement on what happened
Creators: scorecard10Rebook, change scope, test again or drop
Creative: what held attention and what sold10Three changes for the next brief
Money and rights: close-out status5Anything unsigned gets an owner and a date
Decisions10Budget, mix, next test

Leave with three written decisions: the budget range for the next wave, the mix of tiers, formats and languages, and one hypothesis to test with a way to read it. If leadership needs the result, our leadership reporting guide shows how to compress it to one page.

The learnings log

Every learning gets a row, so it survives a change of team.

LearningEvidenceConfidenceActionOwner
Regional-language posts converted at lower cost than Hindi in one cluster₹610 against ₹790 per order, 9 and 8 posts (made-up)Low: one clusterRepeat in two clusters next waveStrategist
Creator ads beat brand-made ads on the same audience₹620 against ₹760 per purchase, 4 ads each (made-up)MediumMove 40% of next budget into creator ads; ask for rights options on the top threeMedia lead
Two creators posted late and fell short of forecast views2 of 16 posts (made-up)MediumEarlier approval deadline; make-good clauseCreator manager

Stage 6: archive

Keep one folder per campaign with the same structure every time, so campaigns can be compared and your own benchmarks can be built; see influencer marketing benchmarks in India for why that matters.

FolderContents
01 Brief and planBrief, creator plan, targets, definitions
02 Contracts and rightsSigned contracts, rights ledger, renewal prices
03 ProofInsights screenshots, exports, ad reports, live URLs
04 AnalysisThe locked sheet, audit notes, scorecard
05 ReportThe one-page summary and the full report
06 LearningsThe log and the decisions taken

Name files with the campaign, creator ID and date. The live tracker behind the numbers can follow our dashboard template.

The day-90 refresh

CheckWhy
Repeat purchase and early LTVThe first-order view understates; see LTV and CAC
Branded search decayHow long the effect lasted, which sets the next wave's date; see measuring awareness
Ad fatigue and rights expiriesRetire assets and renew winners
Benchmark updateAdd the campaign to your medians

Mistakes to avoid

  • Analysing before the data is locked. Late orders change the result.
  • Skipping the audit. The first wrong number costs more trust than the audit costs time.
  • Ranking creators on tiny counts. Mark them test again.
  • Showing only the best creators. The failures carry the lessons.
  • Leaving rights end dates unowned. Ads run on after the right ends.
  • No written decision. A review without one is a meeting.
  • Keeping learnings in people's heads. Log and archive them.

If you want this checklist run for you, with the data locked, audited and turned into decisions, send us a brief. Our influencer marketing strategy service covers audits and plans, and the performance influencer marketing service runs weekly reporting. The rates guide covers what each line should cost.

Sources

  1. ASCI annual complaints report 2025-26: influencer ads processed and share needing modification, Advertising Standards Council of India (28 May 2026)
  2. The ASCI Code and guidelines for influencer advertising in digital media (disclosure labels, placement, shared responsibility), Advertising Standards Council of India (accessed 31 Oct 2026; Addendum II 6 Mar 2025)
  3. Coverage of a 2026 India creator-economy report: brand survey on revenue targets and campaign-by-campaign judging, Campaign India (21 May 2026)

Frequently asked questions

What should a post-campaign analysis of an influencer campaign include?

Result against target as a range, cost against plan by line, a creator scorecard with a minimum-sample rule, pooled cuts by tier, format and language, creative learnings, creator ads against brand ads, audience quality, and a compliance, rights and payments close-out. It ends with decisions and a learnings log.

When should I run the post-campaign analysis?

Take snapshots at day 7 and day 30 after each post, lock the data when your attribution window closes, and analyse in the days after. Then refresh around day 90 for repeat purchase, branded search decay and ad fatigue. Fix these dates in the brief so nobody analyses a half-finished window.

How do I check influencer campaign data before analysing it?

Reconcile tagged and untagged orders to the store total, make sure each order is credited once, remove test orders, net out returns, run a code leak check and confirm UTM values follow your naming convention. Any gap should be explained, not rounded away. Our UTM guide covers naming.

Who should attend the campaign review meeting?

The brand lead, the person who owns the numbers, the agency or creator manager, and someone from finance when budget decisions are on the table. Keep it to 45 minutes: numbers, creators, creative, money and rights, then decisions. Send the one-page summary beforehand.

What should I do with the learnings from a campaign?

Write each into a log with the evidence, a confidence level, the action and an owner, then put the actions into the next brief. A learning that stays in one person's head is lost when the team changes. Archive the data too, because it becomes your own benchmark set.

How do I decide which creators to rebook?

Sort them into rebook, rebook with a changed scope, test again and drop, using cost per result, audience fit, compliance and delivery. Do not rank anyone below about 25 conversions; mark them test again. The campaign report template shows a scorecard with the decisions filled in.

Nitish Ranjan, Founder of Influencer Gully

Nitish leads Influencer Gully. His team has run 250+ campaigns for 100+ brands with creators across 200+ Indian cities.

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