Cab branding campaign tracking & monitoring platform

Cab branding places a brand's creative on the exterior or interior of app-based cabs — Ola, Uber, and aggregator fleets — turning each vehicle into a moving advertisement that travels through residential colonies, IT corridors, commercial markets, and airport approaches simultaneously. The format's appeal is precisely what makes it hard to verify: the cabs are always moving, spread across the city, driven by independent operators who registered their vehicles with an aggregator. No two cabs park at the same address every night. No depot check is possible. And the only proof of installation that brands have traditionally received is a set of photos shared by the agency after wraps are applied.

Cab branding is contracted by the vehicle — 500 cabs for 60 days at ₹4,000–4,500 per cab per month. The brand's entire financial exposure rests on one question: are these 500 cabs genuinely different vehicles, each with the brand's creative correctly applied? Without a platform, the answer depends entirely on the agency's report — which can include the same vehicle photographed multiple times, cabs installed outside the contracted zone, or installation counts inflated to match the contracted number regardless of what was actually done.

• A brand contracting 500 cabs has no way to confirm, from a photo report, that those 500 photos represent 500 different vehicles — vehicle registration numbers are either absent from photos or manually listed by the agency without independent verification
• Installer teams working across a city can photograph the same cab twice — once before moving it to the next installer location — and submit both as separate completed installations; the photos look identical in quality but represent a duplicate, not a new vehicle
• Without zone-based geo-fencing, installers working in South Bangalore can complete a 500-cab brief entirely within a 5 km radius, submitting all cabs as 'Bangalore coverage' when the brand contracted for North, South, East, and West zone distribution
• The pace of installation is invisible in traditional reporting — a brand cannot know on day 10 of a 30-day campaign whether 100 cabs or 400 cabs have been done; they discover the shortfall only when the final report arrives and the program has already ended
• Individual installer performance — how many cabs each person does per day — has never been trackable; teams that are under-performing are invisible until the total count falls short

Insights based on cab branding campaigns monitored by gOGig across 8 cities using vehicle-level duplicate detection, geo-tagged installation tracking, and installer-wise pace dashboards.

gOGig brings a layer of independent verification to cab branding campaigns that the medium has never had — each installation is submitted with the vehicle's registration number, geo-tagged location at the time of installation, and a timestamped photo record. The platform automatically flags any vehicle registration that appears more than once in the same campaign, making duplicate submissions visible in real time. The brand's dashboard shows how many cabs have been installed today, who installed them, which zone they are in, and whether the program is on pace to complete on schedule.

• Verify unique vehicle installations: each submission requires a vehicle registration number — the platform cross-checks every new submission against all previous ones in the same campaign; duplicates are blocked automatically
• Track installation by zone: geo-tag at submission confirms which zone the installation happened in; brands configured with zone-wise restrictions see immediately if installers are working in the wrong area
• Monitor installer pace: each installer's daily cab count is visible — brands see who is doing 15 cabs a day and who is doing 3; under-performing installers are identifiable in real time, not at program end
• Predict program completion: based on the current daily installation rate, the platform calculates the projected completion date — brands can see on day 10 whether a 500-cab campaign will finish in 30 days or 45
• Download reports in multiple formats: Excel, PDF, installer-wise, zone-wise, day-wise — every report dimension available without manual compilation

The duplicate vehicle problem that defines cab branding accountability

Cab branding has a fraud vulnerability that is specific to its vehicle-based delivery model — and entirely invisible to traditional photo reporting. Unlike buses, which operate on fixed routes and are registered to a depot, or pole boards, which are installed at fixed addresses, cabs are individually owned, individually operated, and individually photographed at installation. There is no natural deduplication mechanism in the medium. The only check that prevents a vendor from billing for the same cab twice is the honesty of their reporting — and at scale, that is not sufficient.

• An installer is briefed to complete 50 cabs in a day; they complete 35; rather than reporting a shortfall, they photograph 15 previously completed cabs from different angles or slightly different positions and add them to the day's submission
• In a 500-cab campaign with 5 installers, systematic duplication at 10% across all installers adds up to 50 fabricated installations — representing ₹2,00,000–₹2,25,000 of undelivered campaign value at ₹4,000–4,500/cab/month
• The photos of duplicate cabs look identical to genuine ones — same vinyl, same creative, same quality — because they are the same vehicle; the only identifier that distinguishes them is the registration number, which traditional photo reports typically omit or list separately without cross-referencing
• A brand team reviewing 500 photos in a PDF cannot reliably identify a duplicate cab without manually checking every vehicle registration number against every other one — which for 500 cabs means 124,750 possible pair comparisons
• Multi-city campaigns with different agencies per city have no cross-city deduplication at all — the same cab registered in Bangalore could theoretically appear in the Bangalore agency's report and a neighbouring city's report if oversight is absent

What gOGig tracks in a cab branding campaign — and why vehicle registration is the key identifier

In cab branding, the cab is the unit. Every accountability question — is this a unique vehicle? Is it in the right zone? Was it installed today or last week? Is this installer genuinely working at pace? — can only be answered if each submission is linked to a specific vehicle's registration number, geo-tagged at the time of submission. The registration number is the cab's fingerprint. gOGig makes that fingerprint mandatory at every submission.

• Vehicle registration number: mandatory field at submission — the system records this as the unique identifier for this installation; any subsequent submission with the same registration number in the same campaign triggers an automatic duplicate flag
• Geo-tag at submission: the location where the photo is taken is locked at submission time — confirming which zone the installation happened in and whether it complies with the campaign's zone restriction settings
• Timestamp: the date and time of submission is fixed at upload — installers cannot batch-submit photos from multiple days as a single day's work; each submission carries the actual time it was made
• Photo of installation: creative condition visible at time of submission — incorrect creative, poor vinyl application, wrong format, or partial installation are visible in the photo and can be rejected before the cab is counted

• A 500-cab campaign that has a 50-cab duplicate problem is visible on the platform as 450 unique confirmed installations, not 500 reported ones — the gap between reported and verified is a factual number
• Zone-wise distribution is visible on the map: if the campaign specifies 200 cabs in North Bangalore and 300 in South Bangalore, the platform shows how many verified unique cabs are in each zone at any point during the installation period
• Installer pace is visible per person: Installer A has submitted 18 unique verified cabs today; Installer B has submitted 6; the brand team can identify the slower installer and address performance before the campaign falls behind schedule
• Completion prediction is live: if the campaign is 10 days in with 180 unique verified cabs, the platform projects that at the current daily rate, 500 cabs will take 28 days total — within the 30-day window; or flags that it will take 38 days — outside the window and requiring intervention

How cab branding installation is reported without a platform — and where the verification breaks down

Cab branding campaigns have always run on photo-based proof of installation. The installer wraps a cab, takes a photo, and the photo goes into the agency's daily report. At campaign end, the brand receives a PDF or PPT with photos of all installed cabs and a total count. This has been the industry standard because it was the only option. It is not a broken system — it is a system that was designed without deduplication, without zone verification, and without pace visibility, because nobody had built the alternative.

• No vehicle identity cross-reference: photos of installed cabs rarely include a clearly readable registration number in the frame; agency-maintained vehicle lists are separate documents that are self-reported and not independently verified; no automated system connects each photo to a unique vehicle record
• No location evidence: a photo of a branded cab taken in a car park looks identical whether the car park is in North Bangalore or South Bangalore or 30 km outside the contracted zone; location is entirely dependent on the agency's label in the report
• No temporal evidence: photos submitted on day 25 can represent work done on days 3, 8, 17, and 24 — the submission batch gives no indication of when each installation actually happened; pace cannot be reconstructed from the final report

• The campaign runs for 30 days; the brand receives a daily WhatsApp update with a rough count ('done 45 today, total 280 now') — these numbers are not verified, not tied to specific vehicles, and not location-confirmed
• At the campaign end, the full report arrives: 500 photos, a vehicle list, and a zone breakdown — all self-reported by the agency; the brand has no independent data to cross-reference against
• When a brand team visits a sample of cabs from the list, they find that some vehicles in the report are not currently branded — the vinyl may have been removed, the cab may have been sold or deregistered, or the photo may represent a vehicle that was never wrapped at all
• Zone distribution in the report looks correct on paper; the brand has no way to verify whether the zone labels in the report match the actual locations where installations happened

gOGig does not replace the photo — it adds the vehicle registration, geo-tag, and timestamp to every photo submission, converting a trust-based documentation process into a verifiable evidence standard.

Operational & reporting complexity by campaign scale

• The duplicate risk is not linear with scale — it grows faster, because larger campaigns involve more installers, more agencies, and more opportunities for systematic shortcuts that individual photo review cannot catch
• Zone distribution compliance degrades predictably with scale: a single installer in one city can be briefed verbally on zone requirements; 20 installers across 4 cities cannot be consistently zone-compliant without a platform enforcement mechanism

Is cab branding effective? India-level visibility data

• Bangalore and Mumbai are the largest cab branding markets in India — both have extensive app-based fleets, strong IT corridor cab demand, and the highest financial stakes for zone compliance accuracy
• Delhi's NCR geography creates a unique challenge: Gurgaon, Noida, and Faridabad cabs operate on Delhi rides but are registered in different states; a brand contracting Delhi cabs may receive installations in Noida or Faridabad without knowing, depending on where the installer happens to work

At what campaign scale does verified monitoring become essential for cab branding?

• At ₹4,000–4,500/cab/month, a 10% duplicate rate on a 500-cab campaign represents ₹2,00,000–₹2,25,000 of undelivered value per month — over a 60-day campaign, that is ₹4,00,000–₹4,50,000
• Zone compliance is separately financially material — a brand paying for IT corridor cabs and receiving outer residential zone cabs pays the same rate but receives a fraction of the impression value for its target audience

Where cab branding campaigns concentrate — and why zone enforcement matters for each

What tracked cab branding campaigns deliver vs untracked programs

• Vehicle-level deduplication: every cab in the verified count is a unique vehicle — the brand's 500-cab report from the platform represents 500 different vehicle registrations, not 500 photos that may include repeats
• Zone compliance confirmation: the map shows exactly which zone each installation happened in; brands can verify that IT corridor cabs are in IT corridors and airport zone cabs are near airports
• Daily installation count: the brand knows on day 10 how many unique verified cabs have been done — not a WhatsApp estimate from the installer, but a count of confirmed, geo-tagged, vehicle-registered submissions
• Installer pace transparency: each installer's daily unique cab submission count is visible — high-performing installers are visible; under-performing ones are identifiable before the program falls behind
• Completion prediction: the platform forecasts whether the campaign will complete on schedule based on current pace — intervention is possible while time remains
• Downloadable reports: Excel, PDF, by day, by zone, by installer, by city — every reporting dimension available at any time without waiting for the agency to compile

The payment problem: settling invoices on a cab count that was never independently verified

Cab branding campaigns are invoiced by the vehicle — 500 cabs × ₹4,500/month × 2 months = ₹45,00,000. The agency submits an invoice claiming 500 installations. The brand reviews the report and pays. Somewhere between the actual installations and the invoice, a gap exists — and without independent verification, the brand has no way to know its size.

• The agency's vehicle list is self-reported — there is no independent registry the brand can cross-reference it against; the list says 500 different vehicles, and the brand has to take that on trust
• Photos confirm that a cab existed and had branding applied at some point — they do not confirm that 500 different cabs were wrapped rather than 450 different cabs photographed to produce 500 photos
• Zone distribution in the report is agency-labelled — the brand cannot verify whether the 200 'Whitefield zone' cabs were genuinely in Whitefield or in Marathahalli or Bellandur, which are adjacent but have a materially different audience for an IT-focused campaign
• When a brand audits a sample of installations and finds issues, the agency has an explanation for everything — the cab was deregistered, the wrap was removed by the driver, the vehicle changed hands; none of these are verifiable after the fact
• Payment disputes in cab branding are almost always unresolvable because neither party has an independent reference number — the brand's sample audit vs the agency's full report, with no third-party verified count to resolve the difference

gOGig makes the vehicle count independently verifiable. The platform holds a record of every unique vehicle registration submitted during the campaign, geo-tagged and timestamped. The invoice references the platform's unique vehicle count. The brand pays for 500 unique verified installations, not 500 claimed ones.

Cab branding campaign tracking is the practice of verifying, for each installation in the campaign, that the branded cab is a unique vehicle not previously recorded in the same campaign — through vehicle registration number cross-referencing — and confirming its installation location through a geo-tag captured at the time of submission. It is not about counting photos. It is about counting unique, independently verified vehicles with confirmed zone placement. The daily installation dashboard, installer pace tracking, and completion prediction are built on this vehicle-level verification foundation.

Zone types that drive cab branding monitoring needs

• The impression value hierarchy in cab branding is sharper than in most other transit formats — an IT corridor cab delivering a tech professional audience for a fintech brand is worth 3–5x a peripheral zone cab delivering a general commuter audience for the same brand; zone enforcement is not an administrative nicety, it is a campaign ROI requirement
• Airport zone cabs are the most premium placement in cab branding — and the one most likely to be misrepresented in untracked programs because the premium rate justification is invisible once the cab leaves the airport area

Cab branding format sub-types — and what tracking confirms for each

• The 4-door wrap is the industry standard for commercial cab branding — it is the format most agencies quote for and most brands book; the tracking standard for this format is the baseline against which all other format tracking is measured
• Full wrap campaigns have a higher per-cab installation complexity — more surface area means more vinyl, more installation time, and more opportunities for quality issues; photo-based quality check at submission is more critical for full wraps than for door-only formats

The installer pace problem: why cab branding campaigns fall behind schedule without daily tracking

A 500-cab campaign running for 30 days requires an average installation pace of approximately 17 cabs per day across the installer team. This sounds straightforward. In practice, installer pace varies enormously — and without daily tracking, brands discover the pace problem only when the 30-day window has closed and the count is short.

• Cab availability is the primary pace variable: an installer working with app-based cabs cannot compel drivers to bring their vehicles to the installation point on a specific day; cab coordination depends on driver availability, which is inherently unpredictable
• A team of 5 installers working at an average pace of 3 cabs each per day produces 15 cabs per day — below the 17-cab daily requirement for a 30-day completion; this shortfall accumulates invisibly if not tracked daily
• Experienced installers know their daily cab capacity and can predict completion dates accurately — but without a platform, this knowledge stays with the installer and is never visible to the brand until the program is over
• Weather, festivals, traffic restrictions, and municipal notifications all affect cab availability and installer pace; these disruptions are not reported proactively unless the brand has a mechanism to see daily count changes in real time
• The completion prediction feature on the platform converts daily verified cab count into a projected completion date: if the current pace projects a 38-day completion on a 30-day brief, the brand can increase installer team size or extend the campaign window on day 10, not day 29

Pace tracking is not about pressuring installers — it is about the brand having enough information to make decisions while decisions can still make a difference. A shortfall identified on day 10 can be fixed. A shortfall identified on day 30 is a billing dispute.

• Bangalore and Mumbai are the markets where zone enforcement has the highest financial stakes — IT corridor and airport zone premiums are significant; without geo-fencing, the brand cannot confirm it is receiving what it is paying for
• Delhi's NCR geography is uniquely complex — Gurgaon and Noida installations on a 'Delhi' brief represent different municipal jurisdictions, different permission requirements, and often different audience profiles from central Delhi
• Kolkata's traditional taxi fleet alongside the app-based fleet creates an installer ecosystem difference — the platform's installer-wise tracking is most useful here for distinguishing which fleet each installer is drawing from

Why certain zone types demand the most rigorous monitoring

• The monitoring principle for cab branding is the same as the brand value principle: the higher the audience value of the zone, the more important it is to confirm the cab is actually there — because the higher the potential misrepresentation benefit for installers and agencies

Tracking cadence by campaign scale

Seasonal campaign activity and its tracking implications

What brand teams should plan for at each campaign scale

Industries running large-scale cab branding campaigns & their monitoring needs

• Consumer tech brands with product launches have the tightest timeline requirements of any category — they need a verified, independently confirmed cab count for day-of-launch press communications; traditional photo reports that arrive days later are useless for this requirement
• Political campaigns are the strictest zone compliance users of cab branding — constituency boundaries are legally defined, and cab installations outside the boundary represent both financial waste and potential campaign boundary violations

Why manual cab branding verification is structurally impossible above city-wide scale

Manual verification of a cab branding campaign means physically visiting branded cabs to confirm they exist, checking registration numbers against the agency list, and confirming they are operating in the contracted zone. For 50 cabs, this is a morning's work. For 500 cabs dispersed across a city's app-based fleet, it is operationally impossible — because the cabs are never in the same place twice.

• The fundamental challenge is motion: cabs are not fixed assets that can be visited; they are moving vehicles that are somewhere different every hour; the only practical verification is at the point of installation — when the cab is stationary and the installer is present
• gOGig captures the installation moment — when the vinyl is being applied, the cab is stationary, the installer is present, and the registration number, photo, geo-tag, and timestamp can all be captured simultaneously

Installation time is the only moment when a cab branding verification is practically possible. gOGig makes that moment count.

• Brand managers: daily unique count and completion prediction on the dashboard — campaign status every day, with a factual basis not an estimate
• Campaign operations teams: installer pace breakdown identifies under-performing teams before the program falls behind schedule
• Finance teams: unique verified vehicle count from the platform is the billing reference — invoice reconciliation is a data comparison, not a negotiation

What brands + agencies gain from verified cab branding monitoring

How gOGig resolves the accountability gap in cab branding

The accountability gap in cab branding is specifically a vehicle identity and location problem — two things that photos alone cannot prove. gOGig closes this gap at the installation moment by making vehicle identity and installation location mandatory, independently recorded attributes of every submission.

• Installer submits vehicle registration at installation: locked to the submission record; any future submission of the same registration number in the same campaign triggers an automatic block — the duplicate is visible to the brand team immediately, not at program end
• Geo-tag locks installation location: the zone is confirmed at the moment of submission; the brand's geo-fence setting means an installer working outside the permitted zone cannot generate a valid submission even if they submit a genuine, correctly wrapped cab
• The daily count grows by unique verified vehicles only: the dashboard number is not a WhatsApp update — it is the sum of unique registrations confirmed across all submissions that day
• Completion projection updates daily: based on the gap between current verified count and contracted count, divided by days remaining, the platform shows whether the team is on pace, ahead, or behind — and by how many cabs per day the pace needs to change to hit the deadline

Fintech brand — IT corridor campaign, 400 cabs across Bangalore and Hyderabad, 45 days

• Zone geo-fence flagged 34 submissions across the 45-day campaign as being outside the contracted IT corridor zones — 22 in Bangalore (outer residential areas) and 12 in Hyderabad (commercial market zone outside the IT corridor); all 34 were rejected and redirected to compliant zone locations
• Duplicate detection flagged 6 vehicle registrations across the campaign — all in Bangalore; all were within 5 days of their first submission; the same cabs had been submitted twice by different members of the same installer team without coordination
• Final unique verified count: 394 of 400 contracted cabs — 6 flagged as duplicates were resolved by submitting replacement vehicles; total unique cabs at billing: 400 confirmed
• Installer pace dashboard identified on day 12 that the Hyderabad team was at 62% of pace (56 unique cabs vs the target 75 for that point in the campaign); the agency added one installer in Hyderabad; pace recovered to 98% of target by day 20
• Brand team used the daily unique count for weekly campaign performance reporting to management — first time the team had independently verifiable cab count data rather than agency estimates

Consumer tech brand — product launch, 600 cabs across Mumbai, Delhi, and Bangalore, 15-day burst

• By 6 PM on launch Day 1, the platform dashboard showed 387 unique verified cabs confirmed across all three cities — the brand's comms team had an independently verified count for inclusion in the launch press release, for the first time in the brand's history of cab branding campaigns
• Delhi geo-fence flagged 18 submissions as being in Noida rather than the contracted Gurgaon and Connaught Place zones — the Delhi agency was briefed by 9 AM on Day 2; flagged cabs were replaced with compliant zone vehicles within 24 hours
• By Day 3, all 600 unique verified cabs were confirmed across the three cities — 3 days ahead of the 7-day completion target the agency had estimated; the accelerated pace was possible because the platform's daily count allowed the brand team to confirm that all three cities were on track without waiting for agency reports
• Duplicate detection found zero duplicates across the entire 600-cab campaign — the agency team, knowing duplicates would be automatically blocked, had incentive to submit only genuinely unique vehicles from the start

Food delivery brand — city-wide residential zone campaign, 750 cabs across Mumbai, 60 days

• Zone distribution dashboard on day 15 showed Andheri at 148 unique verified cabs (98% of zone target) and Borivali at 87 (58% of zone target) — the brand team identified the Borivali shortfall while 45 days of the campaign remained and briefed the agency to rebalance installer deployment
• By day 30, all five zones were within 95–103% of their zone targets — the first time the brand had zone-level verification data for a cab branding campaign rather than a city-level aggregate
• Duplicate detection flagged 28 submissions across the 60-day campaign — the highest absolute number of any case study, consistent with a large campaign with multiple installer teams across 5 zones; all 28 were identified and replaced with unique vehicles; the final billing count of 750 represented 750 genuinely unique vehicles
• Installer-wise report over the 60-day campaign identified one installer team consistently under-performing in the Thane zone at 60% of expected daily pace; their work was supplemented by an additional installer in week 5 to close the zone gap before campaign end

Operational learnings from large-scale cab branding campaign monitoring

• Duplicate detection changes agency behavior before any duplicates are submitted — agencies that know every registration number is being cross-referenced have a strong incentive to submit only unique vehicles from the start; the presence of the detection mechanism is itself a compliance driver
• Zone geo-fencing is most valuable in cities with multiple distinct audience profiles in different zones — Bangalore's IT corridor vs outer residential, Mumbai's suburban-central divide, Delhi's NCR multi-state spread; in cities with more uniform audience profiles, zone enforcement is less financially material
• Completion prediction is the most operationally useful feature for operations teams — it converts daily count data into a decision trigger; the question 'are we going to finish on time?' has a factual answer rather than requiring the operations team to calculate manually
• Launch day verified count is the feature that most clearly differentiates platform-based from traditional cab branding management — brands that have historically had no independent verification of cab count on launch day find that the platform count changes how they communicate campaign scale to internal stakeholders and press

Effective cab branding campaign management = unique vehicle verification that eliminates duplicates + zone geo-fencing that confirms audience targeting + daily pace tracking that enables completion certainty + installer-wise accountability that identifies under-performance while correction remains possible.

What to look for in a cab branding campaign monitoring platform

• A platform without automatic duplicate detection is a better photo album for the agency's report — it organises the evidence but does not change the accountability structure; deduplication is the non-negotiable feature that separates a monitoring platform from a documentation tool
• Geo-fencing that cannot be configured at the sub-city level is insufficient for premium zone campaigns — IT corridor and airport zone enforcement requires zone-boundary precision, not a city-wide restriction

Questions to ask before running a large-scale cab branding campaign

• How will you confirm that the 500 cabs in your report represent 500 genuinely different vehicles — and what is the mechanism that prevents the same cab from appearing twice?
• How will I know which zone each installation happened in — and if I restrict you to Whitefield and Koramangala only, how will I confirm that no installations happened in Bellandur or Sarjapur?
• How many cabs will my installer team complete per day — and how will I know on day 10 whether the program is on track to finish 500 cabs in 30 days?
• If one installer is under-performing, how will I know — and what is the process to address that before the program falls behind schedule?
• What report formats will I receive, and can I get a breakdown by installer, by zone, and by day — without asking your team to compile a custom report?
• For multi-city campaigns: is there a single dashboard where I can see verified counts for Bangalore, Mumbai, and Delhi simultaneously — or do I receive separate reports from each city?

Agencies that have a genuine platform to support these answers can respond with specific features. Agencies that do not will describe processes — WhatsApp updates, daily calls, manual list management — that replicate the structural gaps this page has described. The questions reveal which type of agency the brand is working with.

What factors affect cab branding campaign monitoring requirements?

• Campaign scale — above 150 cabs, duplicate detection becomes financially material; above 500, it is non-negotiable
• Zone specificity — campaigns with IT corridor or airport zone requirements have the highest geo-fencing priority; general city-wide campaigns have lower zone precision needs
• Campaign duration — longer campaigns have more opportunities for duplicates to accumulate; 60–90 day campaigns need more rigorous ongoing duplicate checking than 30-day campaigns
• Number of installers — more installer teams across a city means more coordination complexity and more opportunity for duplicate submissions from different team members working the same vehicle pool
• Multi-city campaigns — campaigns across 3+ cities with different agencies per city have no natural deduplication across city boundaries without a common platform

How large is the cab branding ecosystem across India?

What can and cannot be verified in a cab branding campaign?

• What can be confirmed: that each counted cab is a unique vehicle — through vehicle registration cross-referencing at submission; duplicates are blocked automatically
• What can be confirmed: the installation location — geo-tagged at submission; zone compliance verified against campaign's geo-fence settings
• What can be confirmed: when the installation happened — timestamp locked at submission; batch-submission of historical work is detectable
• What can be confirmed: installer-wise performance — unique cab count per installer per day is visible on the dashboard
• What cannot be confirmed: whether the branded cab continued to operate in the contracted zone after installation — cabs are moving vehicles; post-installation zone tracking requires GPS integration beyond the scope of the branding platform
• What cannot be confirmed: how many people saw the cab on a given day — daily impressions per cab are estimates based on zone traffic data, not individual viewership measurement

How does geo-fencing work in a cab branding campaign?

• The brand specifies permitted installation zones for each agency or installer team — e.g. 'Agency A: Whitefield and Koramangala only; Agency B: Electronic City and Hebbal only'
• When an installer submits a photo, the geo-tag at submission is checked against the permitted zone for that installer; if the submission is outside the permitted zone, it is flagged — it does not count toward the verified total until the installer submits from within the correct zone
• The geo-fence does not restrict where the cab goes after installation — it restricts where the installation itself is documented; an installer wrapping a cab in Bellandur and reporting it as a Whitefield installation is flagged because the submission geo-tag shows Bellandur, not Whitefield
• Geo-fence zones are configurable per campaign and per team — the brand can assign different zones to different installer teams without requiring separate campaigns

Why choose gOGig for cab branding campaign verification?

• Automatic duplicate vehicle detection — the only mechanism that makes the cab count independently verifiable; duplicates blocked at submission, not discovered at billing
• Zone-wise geo-fencing configurable per team — IT corridor and airport zone enforcement at sub-city precision
• Daily unique installation count dashboard — independently derived, not agency-estimated; pace and completion prediction live
• Installer-wise performance breakdown — under-performing teams identifiable in real time, not post-campaign
• Downloadable Excel and PDF reports — day-wise, zone-wise, installer-wise, city-wise; available at any time without agency coordination
• Used by 200+ brands across 500+ campaigns in 35+ cities

How is cab branding tracking different from tracking other transit formats?

• Bus branding monitors execution consistency on vehicles with fixed routes — the bus has a depot, a route, and a schedule; verification is about creative condition on a known vehicle
• Auto rickshaw monitoring confirms zone coverage and creative condition — the auto has no fixed route but is a third-party vehicle not controlled by the brand
• Cab branding has a unique fraud vulnerability absent in both: the same vehicle can be photographed at installation and appear to represent multiple unique installations — because cabs are individually owned, individually photographed, and have no natural deduplication mechanism
• Vehicle registration cross-referencing and automatic duplicate detection are unique to cab branding — no other transit format requires this because no other format has the same vehicle-identity fraud vulnerability
• Installer pace tracking and completion prediction are uniquely important in cab branding — because the installation depends on individual cab drivers' availability, which is variable and unpredictable in ways that bus route adherence or pole board installation are not