A compiled reference of 38 verified statistics on retail execution and store auditing: measured display-execution rates, who actually verifies in-store work (and how small the audited sample is), what execution failure costs, field-management capacity, and the mystery-shopping industry that does the checking. Every figure is drawn from a named public source (POPAI, the Promotion Optimization Institute, Zebra Technologies, Zipline, Strategy&, Gallup, peer-reviewed operations research) and independently checked before publishing. Four famous execution statistics that failed verification are documented with their tracing trails.
Key statistics
6 highlights from this report
Key statistics
Key takeaways
Retail's execution problem is really a verification problem: the work is a $200 billion annual spend, roughly half of it lands as planned, and almost nobody is independently looking. The people who could look are stretched thinner every year.
79% of retailers just assume in-store displays get executed; only 21% independently check.
82% of retail associates say managers struggle to verify whether essential work got done.
When compliance is audited at all, only ~20% of stores get checked.
Only 36% of retail leaders say most initiatives execute correctly and on time.
The work being verified is a $200B+ annual spend, about 20% of CPG gross sales.
Manager span of control hit 12.1 direct reports in 2025, ~50% above 2013.
How we built this report
Every figure was compiled in August 2026 from named public sources: trade-association compliance studies, annual workforce studies, association surveys of manufacturers, peer-reviewed operations research, and current industry surveys, each verified against the original document.
- Compiled from primary sources
POPAI compliance reports, Zebra's annual shopper studies (4,200+ respondents), the Promotion Optimization Institute's manufacturer surveys, Gallup's manager panel (n=16,442), Strategy& benchmarking, and Wharton and California Management Review operations studies.
- Only explicitly stated figures
We include only numbers a named source states directly, attributed inline with year. Vendor-modeled assumptions are labeled as such or excluded.
- Famous claims traced, not repeated
The four execution statistics that dominate vendor blogs were traced to their origins; the ones that failed get their own section rather than a citation.
- Independent review
Written by one co-founder, reviewed by the other before publishing.
Scope caveat: the display-compliance benchmark studies date to 2013-2015 because the industry largely stopped funding them; that staleness is itself a finding, and the modern half of this page (Zebra 2024-25, Zipline 2026, Gallup 2026, POI 2025-26) carries the current picture. Survey figures are self-reported by the organizations named.
The verification gap, in five numbers
How a $200 billion annual instruction set gets checked in practice. Each figure is verified and appears with its source below.
Retail execution and auditing, by the numbers
38 verified figures in six themes, from how often execution lands to who checks it and what the checking industry looks like.
How often execution actually lands
The freshest chain-level data comes from the 2026 "Misaligned" report by Zipline with Studio by Informa TechTarget (getzipline.com), a survey of 227 US and Canadian retail leaders fielded September-November 2025. The display-level baseline comes from the POPAI/Quri Compliance Initiative (popai.co.uk), which tied 5,000+ in-store observations to real-time sales data across grocery, mass, drug, and dollar channels.
Statistic 1
Only 36% of retail leaders say more than three-quarters of their initiatives execute correctly and on time; 63% acknowledge at least one in four fails to land as intended.
Zipline with Studio by Informa TechTarget, 227 retail leaders (2026)
Statistic 2
On average, nearly half of stores had the planned secondary display properly executed as defined by the manufacturer, across 5,000+ observations.
POPAI/Quri Compliance Initiative (2015)
Statistic 3
In-store campaign full-compliance rates in some developed retail markets run as low as 29%, against the 90%+ figures often quoted around projects.
Phillips, Foster & Boucher, POPAI Compliance Initiative study (2013)
Statistic 4
61% of consumer goods manufacturers report difficulty executing planned promotions; 78% struggle to manage total modern trade spend.
Promotion Optimization Institute State of the Industry, 130+ manufacturers (2025)
Statistic 5
Properly executed displays returned $3.18 per $1 spent (318% promotional program value), on an average display cost of nearly $40 per unit.
POPAI/Quri Compliance Initiative (2015)
Statistic 6
Endcaps were the display type most likely to be executed to plan, and displays that relied on store personnel for implementation were the most likely to be executed correctly.
POPAI/Quri Compliance Initiative (2015)
What this means: execution is a coin flip at display level and a one-in-three success at initiative level, by the industry's own measurements. The counterintuitive finding, that store-personnel-dependent displays execute best, argues the constraint is clarity and verification, not staff effort.
Who verifies, and how thinly
According to POPAI UK & Ireland's compliance research (popai.co.uk), the industry's own trade association, most in-store work is never independently checked, and the industry's own top-five causes of poor compliance include "failure to check compliance after installation."
Statistic 7
Only 21% of retailers independently monitor campaign compliance; 79% just "assume" in-store displays are being executed.
POPAI Compliance Initiative study (2013)
Statistic 8
As much as 30% of all point-of-purchase activity is never or rarely measured.
POPAI Industry Study (2013)
Statistic 9
Where compliance is audited, typically only about 20% of stores receiving a display are checked, and the sample skews to the highest-turnover stores.
POPAI Industry Study (2013)
Statistic 10
Display installers are asked to monitor compliance post-installation "often" only 50% of the time; 38% sometimes, 12% never.
POPAI Industry Study (2013)
Statistic 11
About 20% of point-of-purchase budgets goes to campaign implementation, double what brands spend on design; 64% of shoppers blame the retailer when promotions are missing.
POPAI Industry Study (2013); Shoppernomics (2014)
Statistic 12
81% of consumer goods organizations still rely on manual or semi-manual compliance processes; 53% say execution is limited because data is not leveraged at the point of decision.
Promotion Optimization Institute State of the Industry, 146 manufacturers (2026)
What this means: verification is the industry's named weak link, by its own hand. A sampled audit of 20% of stores, weeks after the reset, is the state of the art most chains still run.
What execution failure costs
According to Strategy& (strategyand.pwc.com), US consumer goods trade spending exceeds $200 billion annually and consumes about 20% of gross sales, the second-largest line on a manufacturer's P&L after cost of goods, and 63% of CPG executives call current levels unsustainable. That is the budget whose in-store half gets verified as thinly as the section above shows.
Statistic 13
US CPG trade spending exceeds $200 billion annually, about 20% of gross sales and the second-largest P&L line item.
Strategy& (PwC) trade-spend benchmarking (2017)
Statistic 14
43% of retail leaders report lost sales or revenue as a direct result of poor execution; insufficient staffing is the leading named cause (51%).
Zipline with Studio by Informa TechTarget (2026)
Statistic 15
Store-level execution problems reduce retailer profits by more than 10%, per the founding academic study of the field, which also found 65% of one chain's inventory records inaccurate.
Raman, DeHoratius & Ton, California Management Review (2001)
Statistic 16
HQ rates its own understanding of store operations 9.13 out of 10; stores rate HQ's understanding 5.67, a 3.46-point perception gap.
Zipline with Studio by Informa TechTarget (2026)
Statistic 17
70% of store leaders say they lack a clear way to share feedback with HQ, and 81% of retail organizations still rely on email as a primary communication tool.
Zipline with Studio by Informa TechTarget (2026)
What this means: the information moves one way. HQ broadcasts instructions into stores and hears little back, which is exactly the condition under which a 3.46-point perception gap survives for years.
The people who are supposed to check
According to Gallup (gallup.com), whose panel covers 16,442 US managers, the average manager's span of control jumped from 10.9 direct reports in 2024 to 12.1 in 2025, roughly 50% larger than in 2013. Zebra Technologies' annual retail workforce studies (zebra.com, 4,200+ respondents) show what that stretching looks like from the store floor.
Statistic 18
82% of retail associates say managers struggle to verify whether essential work is completed, up 6 percentage points year over year.
Zebra Technologies 17th Annual Global Shopper Study (2024)
Statistic 19
85% of retail decision-makers agree operations managers spend too much time managing the workforce; 83% of associates struggle to prioritize tasks under competing priorities.
Zebra Technologies 17th Annual Global Shopper Study (2024)
Statistic 20
88% of associates report challenges obtaining timely assistance or information, up from 82% the prior year; 85% would prefer tasks be automatically assigned.
Zebra Technologies 18th Annual Global Shopper Study (2025)
Statistic 21
The average manager's span of control rose from 10.9 direct reports (2024) to 12.1 (2025), about 50% above 2013 levels.
Gallup manager panel, n=16,442 (2026)
Statistic 22
77% of retail workers say their store regularly loses sales due to poor scheduling or staffing decisions; 51% say their store is short-staffed during most busy periods.
Logile Labor Planning & Optimization Report, 500 US associates (2025)
Statistic 23
51% of retail decision-makers plan to automate in-store pricing and promotion execution within one to five years.
Zebra Technologies 17th Annual Global Shopper Study (2024)
What this means: verification capacity per manager is falling while store counts hold. The 82% figure is the whole page in one sentence, said by the workforce itself: the checking layer cannot see the work.
Mystery shopping and audits: the checking industry
The industry that does the checking is small relative to what it checks. The flagship convenience-store benchmark, run by CSP with Intouch Insight (cspdailynews.com), conducts about 1,000 audits a year across 10 chains, one of which alone operates 1,123 stores; scoring is 60% revealed audit, 40% covert mystery shop.
Statistic 24
The 2025 CSP/Intouch Insight mystery-shop benchmark: 1,000 audits across 10 convenience chains (ExtraMile alone runs 1,123 stores), all 10 chains scoring above 93% for the first time.
CSP Daily News with Intouch Insight (2025)
Statistic 25
Brands generally expect locations to score 90%+ on mystery shops; the working scale runs 95%+ best-in-class, 80-89 good, below 70 at risk.
Intouch Insight practitioner benchmarks (2025)
Statistic 26
Average suggestive-selling compliance across 10 audited QSR brands was 60.6%; the best brand managed 78.4%.
Intouch Insight audit data (2025)
Statistic 27
Sizing the mystery-shopping industry depends on who counts: ESOMAR's global research data put it at $445.1 million (1% of research turnover), while the MSPA trade association estimates over $2 billion globally, about $1 billion of it in the US.
MSPA Europe/Africa, citing ESOMAR global research data (2018)
Statistic 28
A 2026 market model sizes mystery shopping services at $2.42 billion for 2026, growing to $3.61 billion by 2034 (5.12% CAGR), with North America holding a 43.89% share.
Fortune Business Insights market model (2026); a commercial forecast, labeled as such
What this means: a chain of a thousand stores gets graded on roughly a hundred visits a year. The math of human checking guarantees sampling; sampling guarantees the 79%-assume world above.
What the academic record adds
Operations researchers measured store execution directly long before vendors did. The Wharton retail-execution study by Fisher, Krishnan, and Netessine (wharton.upenn.edu) used monthly customer surveys, 10,000-30,000 per month across a 500+ store chain, over four years.
Statistic 29
Customers were greeted only 73% of the time, could not find assistance 14% of the time, and encountered aisle obstruction 18% of the time, ranging from 5% to 55% across stores of the same chain.
Fisher, Krishnan & Netessine, Wharton retail-execution study (2006)
Statistic 30
65% of nearly 370,000 inventory records across 37 stores of one retailer were inaccurate.
DeHoratius & Raman, Management Science (2008)
Statistic 31
A modest reallocation of payroll across stores, at no added total cost, was estimated to raise chain sales 2-3%.
Fisher, Krishnan & Netessine, Wharton retail-execution study (2006)
Statistic 32
Misplaced merchandise stopped one in six customers who asked for help from finding products that were in the store, in stock.
Raman, DeHoratius & Ton, California Management Review (2001)
What this means: the 5%-to-55% aisle-obstruction spread is the deepest fact on this page: same brand, same standards, same planograms, tenfold execution variance between stores. Standards do not execute themselves, and unobserved stores drift.
Famous claims we could not verify
Four statistics dominate retail-execution marketing. We traced each to its origin; none survived. They are documented here so writers stop citing them, and because the trails themselves say a lot about how this field recycles numbers.
"The retail execution gap destroys $10-40 million in value every year, per BCG."
Traced and misattributed. The linked BCG article is about personalization, and its actual sentence describes retailers making "annual investments of $10 million to $40 million" in personalization technology. It contains no execution-gap loss estimate at all. An investment figure became a loss figure somewhere between the source and the blogs.
"Retailers assume 80-85% promotional compliance; the measured reality is 55-65%."
Unsourced and circular. It appears across a dozen vendor sites with no citation, no study name, no year, each citing another blog that cites another. It spread because it is directionally consistent with the properly sourced POPAI figures, which is what this page cites instead.
"Store audits deliver a 20% efficiency boost and 15% sales increase, per Retail Doctor Group."
Untraceable. No report, press release, methodology, or date exists on the attributed organization's own site or anywhere else we searched. The sentence circulates in identical shape across audit-software blogs.
"Up to 40% of displays are set up incorrectly or not at all, per NielsenIQ (2023)."
Wrong attribution. The page search engines cite for this does not contain the claim, and no NielsenIQ publication carrying it could be located. The real, verifiable number in this family belongs to the POPAI/Quri study: roughly half of planned displays properly executed.
What this means: the most-cited numbers in retail execution come from nowhere. Every figure above this section, by contrast, names its source and survives a check against the original document.
Cite this study
Academic or press use: copy a ready-made reference. RapidEye is the publisher.
Quick FAQ
What percentage of retail initiatives are executed correctly?
Only 36% of retail leaders say more than three-quarters of their initiatives execute correctly and on time, and 63% admit at least one in four fails to land (Zipline/Informa TechTarget, 227 leaders, 2026). At display level, POPAI/Quri's 5,000-observation study found roughly half of planned displays properly executed.
How many retailers actually verify in-store execution?
Per the POPAI Compliance Initiative study, 21% independently monitor campaign compliance; 79% assume. When audits happen, only about 20% of display-receiving stores get checked, skewed toward the highest-turnover locations.
How often do district managers visit stores?
Honest answer: no primary public data exists. The "every 4-6 weeks" and "15+ stores per DM" figures circulating online are unsourced vendor assertions. The nearest measured fact is Gallup's span-of-control data: the average manager carried 12.1 direct reports in 2025, about 50% more than in 2013. This is the biggest open measurement gap in retail operations.
What does a store audit cost?
No verified public benchmark exists. One vendor ROI model breaks a traditional audit into about 380 minutes of labor end to end (prep, travel, on-site, scoring, follow-up, data entry), but those are stated assumptions, not measured data, and per-visit dollar figures circulating online are unsourced. We flag the gap rather than repeat a number.
Data sources
Every figure traces to one of these named public sources, each checked against the original before publishing.
POPAI UK & IrelandIn-store compliance research and industry studies, 2013-2015popai.co.uk
Consumer Goods TechnologyContemporaneous reporting of the POPAI/Quri Compliance Initiativeconsumergoods.com
Zebra Technologies17th and 18th Annual Global Shopper Studies, 4,200+ respondentszebra.com
Zipline / Studio by Informa TechTarget2026 retail communication and execution survey, 227 leadersgetzipline.com
Promotion Optimization InstituteAnnual State of the Industry manufacturer surveys, 2025-2026poinstitute.com
Strategy& (PwC)CPG trade-spend benchmarking researchstrategyand.pwc.com
GallupManager span-of-control panel research, n=16,442gallup.com
CSP Daily News / Intouch InsightAnnual convenience-store mystery shop benchmarkcspdailynews.com
The Wharton SchoolRetail store execution empirical study, 500+ storeswharton.upenn.edu
MSPA / ESOMARMystery shopping industry sizingmspa-ea.org
LogileLabor planning survey of 500 US retail associates, 2025logile.com
Intouch InsightMystery shop scoring benchmarks and audit dataintouchinsight.com