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Innovation

How fast the field builds

Sena measures what each company put on a shelf, when, and how much consumers took.

  • 190+ countries
  • 5M+ consumer network
  • 250+ integrations
The problem

Where input measures fail

Most benchmarks in this area measure inputs and effort, then treat the result as a measure of capability. Spend as a share of revenue, patents filed, projects in the pipeline, and stage-gate throughput are all countable, which is why they end up counted. Each describes how much a company puts into building. The question a board asks is how much comes out of it, and that sits on a shelf.

01

Spend counted as capability

A company spending a tenth of revenue on development and one spending a twentieth gets ranked accordingly. Spend measures commitment and says close to zero about conversion, and conversion is where companies differ most. Two firms at the same ratio can ship at entirely different rates, and the ratio ranks them level.

What shows up
  • Input ranked as output
  • Conversion rate left unmeasured
02

Self-reported maturity

Maturity models ask a company to score itself against a framework. The scoring is done by the people whose function is being scored, which introduces a bias that is well understood and rarely corrected. Comparisons built from those scores compare candour as much as capability.

What shows up
  • Scored by the scorer
  • Candour mixed with capability
03

Private companies stay dark

Benchmarks assembled from filings cover the companies that file. The fastest builder in a category is frequently private, regional, or both, and the comparison excludes it by construction. A field ranked on disclosed figures ranks the disclosers.

What shows up
  • Disclosure sets the field
  • Fast private firms omitted
What Sena does for the pace

Output measured at shelf

Sena reports what reached the shelf in each market, when it first appeared, and how much consumers took. That measures the companies holding shelf in a field on the same basis, whatever any of them disclose.

Launches dated at shelf

Capture, not announcement

When each company’s new item first appeared in a market, from capture rather than announcement.

Counted, listed, or unlisted

The same basis for all

Private, regional and listed firms measured alike wherever their items reach a captured shelf.

Take-up per launch

A count becomes a hit rate

How much consumers bought, so a launch count becomes a hit rate.

The definition

What the comparison measures

Innovation benchmarking sets a company’s rate of building against the rate of the field it competes in. It answers whether the pipeline is fast, whether its output lands, and where the gap sits when both reach their limit.

Digital innovation benchmarking

Twice the search volume, the same measurement problem

The digital variant narrows the question to digital products, channels, and experiences, and it carries twice the search volume of the general term. The measurement problem is the same, and one input changes, since a digital launch leaves a different trace from a physical one. Where a digital product is bought, the purchase record still dates it and sizes it. Where it is bundled or free, take-up has to come from stated use rather than units.

What a pace read carries

Four elements, and an input benchmark leaves out the fourth

ElementWhat it establishes
VolumeHow many launches reached the market.
SpeedHow long it took from decision to shelf.
CoverageHow many markets each one reached.
Hit rateHow much of it consumers took.
The disclosure bias

Publication tracks obligation, not capability

Comparisons built from published figures cover the companies that publish, and publication follows listing status, jurisdiction, and investor relations practice. It tracks capability weakly. The regional firm shipping four formats a year and filing zero patents sits beyond every disclosed benchmark, and fully inside the market it competes in. Reading the shelf brings it back, since an item in an outlet is evidence about a company, whatever its reporting obligations.

Where an input benchmark ends

It answers how much effort a field applies and leaves three questions open

01

Whether the effort converts

Spend and headcount describe capacity, and capacity converts to shipped product at rates that differ several-fold across a field.

02

Whether the output sells

A launch that reached the shelf and sat there counts identically to one that took a fifth of the category.

03

Who belongs in the field

A benchmark of disclosed companies is a benchmark of a subset, and the absent members are frequently the fastest.

What the pace read returns

Four outputs, and where each one goes wrong

OutputWhat it settlesWhere it goes wrong
Launch countHow many items reached the shelfTaken from announcements
Time to marketHow fast each one arrivedEstimated from press dates
Market reachHow many countries got itAssumed to be global
Take-upWhether consumers boughtAbsent from input measures

The first two describe pace, and the last two describe whether pace is worth having. A field where the fastest builder holds the lowest hit rate is a field rewarding patience. A field where speed and take-up move together rewards the opposite. Which of the two a company stands in is the answer a board needs, and an input benchmark leaves both open.

Four reads per pace

What the pace compares

MeasureWhat the pace compares
ReceiptsUnits taken by each company’s new items.
Store capturesThe date a new item first held shelf, per market.
Geo-verified photosFormat, claim, and pack, evidencing what shipped.
Stated preferenceWhether consumers noticed the launch at all.
Direct from real consumers

Shared under explicit consent

Real people share what they buy and prefer, under explicit consent. Sena captures it directly at the source, so every figure traces back to where it came from whenever a number comes under question.

Zero-party data Provenance on every figure 190+ countries PII protected
Sena for innovation benchmarking

Ask Sena the pace

The launch date and the units it earned arrive on one record, so a field is compared on output rather than effort.

Figures in this exchange are illustrative.

01

Launches counted per firm

How many new items each company put on the shelf across the markets captured.

02

Take-up against volume

Whether shipping more produced more, company by company.

03

Speed across markets

How long each firm took to move a launch from one country to several.

How Sena reaches the answer

What the pace read uses

A published benchmark can compare the companies that report. What a private regional competitor shipped, it can say only if that competitor chose to announce it, since the outlets carrying its items file zero disclosures.

The evidence base

The shelf, not the filing

A filing records what a company is obliged to report. Every figure behind this page comes from an item photographed in a real outlet on a dated cycle, which gives a listed firm and a private one the same measurement basis.

190+ countries · every firm measured per market
01

Consumer activity

A recorded purchase attaches units to a launch, which turns a count of items into a hit rate.

02

Computer vision

Shelf photography dates the appearance of a new item, giving every firm a comparable launch date.

03

Zero-party data

Signal arrives from the consumer network under explicit consent. Which company a consumer credits with moving first is stated by the consumer.

04

Connect the launch record

Stage-gate records, pipeline reports, and launch calendars attach over 250+ integrations.

05

Trace every answer

A pace figure resolves to the outlets, the cycles, and the items compared.

06

From files to databases

Comparisons are retained, so this year’s pace can be set against the same field last year.

Who reads it

Who sets the pace

Build leadership

Own the pipeline. Need output measured rather than spend.

Strategy

Own the competitive position. Need the full field, listed or otherwise.

Product development

Own the launch record. Need take-up alongside each launch.

Corporate development

Own the build case. Need the field’s conversion rate.

By industry

Pace across industries

01

CPG and retail

New items dated at the shelf, per company, per market.

02

Beverages

Launch cadence and take-up compared across producers.

03

Pharmacy and health

New formats reaching the counter, and how they moved.

04

Financial services

Launch cadence compared across providers.

The mechanism

Shelf to pace in three steps

One comparison, drawn across the field and the company on equal terms, beside the launch calendar already kept. Each figure keeps the captures behind it, so a ranking can be opened and questioned.

STEP 01

Set

The field is defined by who holds a shelf in the category, which includes the private and regional firms a disclosed benchmark omits.

STEP 02

Compare

Every company’s new items are dated and counted from the same captures, so the measurement basis is common.

STEP 03

Place

Launch volume is set against take-up, which separates a fast builder from an effective one.

What changes

Scored and counted

Most innovation benchmarking measures what a company puts in and leaves what came out to a self-assessment. Sena measures the output.

Capability areaTypical setupSena
What is measuredSpend, patents, and headcount.Items that reached a shelf.
ScoringSelf-reported against a model.Counted from capture.
The fieldCompanies that disclose.Whoever holds a shelf in the captured markets.
Launch datesPress announcements.First appearance in an outlet.
SuccessAssumed from the launch.Units taken by consumers.
GeographyAssumed global.Counted country by country.
Evidence in a reviewA maturity scorecard.Photographs, dated and placed.
Use cases

Where the pace decides

Three comparison questions an input benchmark answers poorly.

PRIVATE, INCLUDED
01

Rank the real field

Compare against the companies holding shelf in the captured markets, including private firms a disclosed benchmark omits.

See competitive shelf intelligence →
See it in one category

Rank one field live

The session defines a field by who holds the shelf in the category, dates every new item each company puts out across the captured markets, counts what consumers took from each, and places the company asking inside the result.

What a walkthrough covers

  1. 01Companies holding shelf, named
  2. 02Launch dates taken from capture
  3. 03Units taken per launch
  4. 04Speed from first market to fourth

Book a demo

Bring the category and the field you compete in.

FAQ

Pace questions

01 What is innovation benchmarking?
Setting a company’s rate and quality of building against the field it competes in. It answers whether the pipeline moves quickly, whether its output lands with consumers, and where the shortfall sits.
02 What is digital innovation benchmarking?
The same comparison narrowed to digital products, channels, and experiences. It carries roughly twice the search volume of the general term, which reflects where budgets moved. The measurement question is unchanged, and one input differs, since a digital launch leaves a different trace, and take-up may have to come from stated use rather than units sold.
03 Why do input measures rank a field poorly?
Spend, headcount, and patent counts describe capacity, and capacity converts to shipped product at rates that vary several-fold across a field. Two companies at the same ratio can ship at completely different rates. An input ranking places them level and leaves a board guessing which one is better at building.
04 How can a shelf measure a company’s pace?
By dating first appearance. A new item shows up in an outlet on a specific date in a specific market, which gives every company in a field a comparable launch date drawn from the same source. Recorded purchase alongside it establishes how much moved, converting a launch count into a hit rate.
05 Why are private companies missing from most benchmarks?
Because benchmarks assembled from filings and reports cover the firms obliged to file and report. Regional and privately held competitors fall outside that set. They are frequently among the fastest builders in a category, so a disclosed benchmark can rank a company favorably against a field that omits its sharpest competition.
06 What is a hit rate here?
The share of category units a company’s new items earned, set against how many it launched. It separates a firm shipping eight items that move slowly from one shipping three that move fast. Those two look opposite on a launch count and can sit level on value delivered, which is the comparison a board is usually asking for.
07 What does innovation benchmarking miss on its own?
Cause. A pace figure establishes that one company converts faster and leaves why entirely open, since the reason could be process, funding, structure, or a single capable team. Diagnosing the gap needs internal evidence that sits beyond what a shelf records. The benchmark sizes the problem, and the organization still has to find it.
08 Where is the line against product benchmarking?
Product benchmarking puts one item beside competing items and compares them on attributes and price. One examines a product against products; the other examines a pipeline against pipelines.
09 How often should a field be re-ranked?
Annually for the pace figure, since launch cycles run in years and a quarterly re-rank measures noise. A read can be taken between reviews, so a new entrant or an unexpected launch is visible ahead of the annual one. The comparison is annual, and the evidence behind it can be read on any cycle.