GolOps
Decision journey study

How Russian polypropylene appears in the algorithmic choice of domestic converters

Packaging manufacturer · feedstock purchase for the production cycle

74/ 100

74 out of 100 — this is how much the object influences the choice in this scenario0 — the buyer never sees you, 100 — you are recommended first

Study index · object's CCI on this marketChoice Control Index of the object on this market, 0–100: how far it gets through the stages of choice and how often it wins. Measured on this market with this buyer type — on another market the same object scores differently.
-3 vs Q4 2025Russia · Q1 2026 · AI systems: 7
Photo: Cjp24 · CC BY-SA 3.0

The choice happens right here.

On a specific scenario and in the relevant languages we show where the company holds a strong position and where it starts to lose it.

Pick a company and find out why it loses the position, who takes its place, what the economic effect is and what can be changed.

AI systems: 7
AI systemThe measurement runs in every AI system at once. The combined result is shown by default. Each system shapes the choice differently: it uses its own sources, models and market context. So a company’s position can differ at different stages of the choice journey — from discovery to recommendation. Pick a system to see where exactly the company wins or loses its position.
Target marketderived estimateConfidence: low
$1.8–2.6bn / year · 2025 · Russia
Basis
annual corporate spend

The category has no standalone public report: the value is derived from the parent market by segment share, so it is directional rather than exact.

Choice scenarios

The scenario is the economic task being measured. It sits below the market: each market has its own scenarios. Switching it recomputes the stages of choice, the point of maximum loss, the journey comparison, and the forecast under “Points of intervention”. The key finding, the loss factors, and the competitors belong to the measurement as a whole.

Language is a run condition, not a separate scenario: the same economic task is asked in the local language and in English. The gap between them is visible in the raw observations at the bottom of the page.

Compare the scenarios across journeys →
Choice journey

Passing the stages of choice

Share of AI-system answers where the object passes each stage of choice and stays in the buyer's consideration field. The early stages make up the Participation Index, the shortlist and recommendation — the Win Index.

Measured

Measurement conditions: S1 «Buying commodity grades for the production cycle» · journey «Problem-first» · Russia · languages RU, EN · AI systems: 7 · Q1 2026

01DiscoveryDoes the object appear in the answer space at all?
SIBURRU
94%
Borealis
33%
LyondellBasell
29%
SABIC
37%
02ConsiderationDoes the AI present it as a real alternative worth considering?
SIBURRU
90%
Borealis
24%
LyondellBasell
20%
SABIC
27%
03EvaluationDoes it enter a substantive comparison against the choice criteria?
SIBURRU
84%
Borealis
15%
LyondellBasell
12%
SABIC
17%
04ShortlistDoes it enter the final set of candidates?
SIBURRU
76%
Borealis
7%
LyondellBasell
5%
SABIC
8%
05RecommendationDoes the AI recommend it outright as a preferred option?
SIBURRU
65%
Borealis
3%
LyondellBasell
2%
SABIC
3%
Where the choice is lostSIBUR
−4
−6
−8
−11largest loss

Height of a column is the share of answers where the object passes the stage. The narrowing between columns is the loss.

Participation index89first three stages
Win index71shortlist and recommendation

A stage is analytical markup of a step, not a required order of conversation: a journey may start with a recommendation and come back to comparison.

Key finding

SIBUR is named first on commodity grades, but on specialty grades the AI systems still point to foreign ranges.

Point of maximum loss

The largest loss occurs between the stages «Shortlist» and «Recommendation» −11 pp for SIBUR on the selected journey.

Why the position is lost

Choice factors that keep the object out of the final recommendation.

The specialty grade range is presented more narrowly than foreign ranges
49%
Datasheets are not disclosed for every position
40%
Batch-to-batch consistency data is limited
32%
Lead times for non-standard grades are unconfirmed
24%
Few applied converting case studies
17%

Position depends on the journey and on the scenario

Probability of a final recommendation for SIBUR for each decision journey, in both scenarios.

S1S2

The scenarios are different economic tasks. Their levels may be set side by side but not subtracted: the gap between scenarios is not a deficit to be closed.

Who takes the place

In AI recommendations (60–100)
Medium (30–59)
Low (10–29)
Critical (0–9)
Saudi Arabia#2 · −65 pts
Individual positions through intermediaries.
SABIC
6
Netherlands#4 · −67 pts
A broad range outside the Russian perimeter.
LyondellBasell
4

Tile area and colour show the win index on this market — shortlist and recommendation. The participation index is in the table view.

For companies · from findings to action

What implementation givessample analysis

Each hypothesis is a verifiable action with a forecast of the index gain. Approve the ones you take on — implementation starts from your confirmation.

  1. 01loss factor · 49% of answers

    Expanding the public datasheets will settle the question at the evaluation stage.

    The specialty grade range is presented more narrowly than foreign ranges

    Forecast+4pts to the indexEconomic potential≈ $7 mn / year
  2. 02loss factor · 40% of answers

    Publishing batch-consistency data will add an argument in the comparison with foreign grades.

    Datasheets are not disclosed for every position

    Forecast+4pts to the indexEconomic potential≈ $7 mn / year
  3. 03loss factor · 32% of answers

    Applied converting case studies will strengthen the position ahead of the shortlist.

    Batch-to-batch consistency data is limited

    Forecast+3pts to the indexEconomic potential≈ $5 mn / year
How the forecast is calculatedforecast · model

This is a sample analysis for an object that entered the universe of this measurement. The universe is assembled anew at every scan of the category: its composition and the positions within it may change. Forecast, not a measurement. The upper bound is the loss at the narrowest transition, distributed across the weights of the loss factors; stage-passing points are carried into index points one to one, and the conversion coefficient is not yet established by the methodology. The money figure uses a working calibration: CCI is measured inside the category universe rather than against the whole market, so 25 index points are taken as roughly 2 percentage points of market share. The actual gain is obtained empirically only — by repeating the same benchmark after the intervention.

Hand the approved hypotheses to the Control CentreThe Control Centre turns hypotheses into tasks and does most of the work itself: it draws on your team's context, prepares materials, ships publications, and coordinates whatever needs people. Control and the key decisions stay with you.
Full plan potential+11pts to the index7485index 74 → 85≈ $19 mn / yearforecast · model
For researchers · verification and authorship
Verifiability · for researchers

Check the conclusions against the raw observations

Study the data, reproduce the conclusions or find what we missed.

How the measurement works
170
observations
7
AI systems
2
languages · RU, EN
Q1 2026
measurement
Sample data rows
IDQueryModelLangAnswer (fragment)
008У кого закупать полипропилен для производства упаковки в России?ChatGPTRU…называют СИБУР и Нижнекамскнефтехим как основных производителей. По специальным маркам ответы всё ещё ссылаются на Borealis и LyondellBasell…
036Which polypropylene grades are available from Russian producers?DeepSeekEN…SIBUR covers commodity grades; for specialty grades the answers still reference Borealis and LyondellBasell line-ups…
001Кто основные поставщики полипропилен в России?PerplexityRU…первыми называют Borealis и LyondellBasell; SIBUR известен как крупный производитель, но в списках квалификации появляется редко…
002Who are the leading PP suppliers for Russia?GeminiEN…Borealis and LyondellBasell are named first; SIBUR is known as a large producer but rarely appears in the qualification lists…
003Какие компании поставляют полипропилен в России?ClaudeRU…короткий список строится вокруг Borealis и LyondellBasell. SIBUR упоминается только когда спрашивают об альтернативах…
A place for you
Open study · GolOps Research

Polypropylene × Russia

Take this study under your name. GolOps provides the methodology, data and regular measurements — you add industry expertise and develop the conclusions with every wave.

Authorship stays with you. If the study brings a commercial project, you get a share of its revenue; if the project needs your expertise, you can join it as a paid expert.

$1.8–2.6 bnmarket volume per year
2choice scenarios
7AI systems measured
5objects compared
Authorship · share in commercial projects · Terms of participation are fixed before the study starts

Photo: Vyacheslav Bukharov (CC BY-SA 4.0), ISIPLAST S.A de C.V (CC BY-SA 4.0)