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Rank.ai Index

Commerce platforms prompt Volatility

16 prompts ranked by how much their answers moved since the previous snapshot.
Recorded Oct 1, 2026Rotating scheduleSource: Rank.ai's prompt benchmark: fixed buying questions put to the OpenAI, Anthropic and Google model APIs, with Rank.ai's web searchHow this board is measuredCSV / JSON

123.333 index_points

Recommend a B2B commerce platform for company accounts, contract pricing, quotes, approvals, purchasing roles, credit, and ERP integration. ranks first

Prompt volatility index

16

Prompts ranked

Oct 1

Snapshot recorded

2026 · Rotating schedule

2

Answers behind each row

From the OpenAI, Anthropic and Google model APIs

Follow changes

All 16 prompts by prompt volatility index

Recommend a B2B commerce platform for company accounts, contract pricing, quotes, approvals, purchasing roles, credit, and ERP integration. leads at 123.333 index_points; the middle of the board sits at 18.1.

Ahead of second place
18.3
Held by the top three
52%
Middle of the board
18.1
Below half the leader
11 of 16
Rank, name and prompt volatility indexMiddle 18.1
  1. 1Recommend a B2B commerce platform for company accounts, contract pricing, quotes, approvals, purchasing roles, credit, and ERP integration.123.333 index_points
  2. 2Which commerce platforms are best for API-first, headless, and composable architectures with flexible storefront and service integrations?105 index_points
  3. 3Create a shortlist of commerce vendors for a global company modernizing B2C, B2B, retail, marketplaces, and international operations.102.778 index_points
  4. 4Compare commerce vendors on apps, agencies, developers, integrations, themes, payment partners, fulfillment partners, and ecosystem quality.102.222 index_points
  5. 5Which criteria expose catalog, customer, checkout, app, storefront, payment, and commercial lock-in risk when choosing a commerce platform?100 index_points
  6. 6Compare commerce platforms on storefront, catalog, checkout, payments, B2B, headless APIs, ecosystem, operations, AI, and support.28.571 index_points
  7. 7Which commerce platforms provide the strongest governed AI for merchandising, search, service, content, operations, and agentic purchasing?27.778 index_points
  8. 8Which commerce platforms are strongest for a global enterprise with multiple brands, regions, currencies, catalogs, channels, and governance?19.444 index_points
  9. 9Which ecommerce platforms are strongest for international selling with localization, currencies, tax, duties, payments, residency, and regional operations?16.667 index_points
  10. 10Which ecommerce platforms are best for launching, operating, and scaling online stores across web, mobile, social, marketplaces, and retail?4.524 index_points
  11. 11How should a buyer compare commerce total cost across subscriptions, revenue fees, payments, apps, hosting, development, support, and operations?1.389 index_points
  12. 12When should a company consolidate storefront, checkout, payments, POS, B2B, fulfillment, customer data, and marketing on one commerce platform?0 index_points
  13. 13Create a proof-of-concept scorecard for commerce platforms covering conversion, performance, merchandising, integration, operations, and administration.0 index_points
  14. 14Recommend a commerce platform for unified online and physical retail with POS, inventory, customer profiles, fulfillment, and returns.0 index_points
  15. 15Compare commerce platforms on PCI scope, fraud, identity, privacy, auditability, residency, uptime, recovery, and regulated-product controls.0 index_points
  16. 16Recommend an ecommerce platform for a small business that needs fast setup, templates, payments, shipping, marketing, and transparent pricing.0 index_points

The prompt boards are re-run in rotation, about one category a day, so each board refreshes every few weeks and shows the date of its snapshot.

consensus absolute change: 0 on 11 of 16 rows · winner changed: 0 on 11 of 16 rows · 2 checks behind each row.

Commerce platforms prompt Volatility current rankings
RankNamePrompt volatility indexDisagreement absolute changeChangeWhy
01Recommend a B2B commerce platform for company accounts, contract pricing, quotes, approvals, purchasing roles, credit, and ERP integration.123.333 index_points13.3 2This rankRun it
02Which commerce platforms are best for API-first, headless, and composable architectures with flexible storefront and service integrations?105 index_points10 7This rankRun it
03Create a shortlist of commerce vendors for a global company modernizing B2C, B2B, retail, marketplaces, and international operations.102.778 index_points5.6 2This rankRun it
04Compare commerce vendors on apps, agencies, developers, integrations, themes, payment partners, fulfillment partners, and ecosystem quality.102.222 index_points4.4 7This rankRun it
05Which criteria expose catalog, customer, checkout, app, storefront, payment, and commercial lock-in risk when choosing a commerce platform?100 index_points0 3This rankRun it
06Compare commerce platforms on storefront, catalog, checkout, payments, B2B, headless APIs, ecosystem, operations, AI, and support.28.571 index_points23.8 1ShowingRun it
07Which commerce platforms provide the strongest governed AI for merchandising, search, service, content, operations, and agentic purchasing?27.778 index_points22.2 3This rankRun it
08Which commerce platforms are strongest for a global enterprise with multiple brands, regions, currencies, catalogs, channels, and governance?19.444 index_points5.6 4This rankRun it
09Which ecommerce platforms are strongest for international selling with localization, currencies, tax, duties, payments, residency, and regional operations?16.667 index_points0 6This rankRun it
10Which ecommerce platforms are best for launching, operating, and scaling online stores across web, mobile, social, marketplaces, and retail?4.524 index_points9 6This rankRun it
11How should a buyer compare commerce total cost across subscriptions, revenue fees, payments, apps, hosting, development, support, and operations?1.389 index_points2.8 5This rankRun it
12When should a company consolidate storefront, checkout, payments, POS, B2B, fulfillment, customer data, and marketing on one commerce platform?0 index_points0 4This rankRun it
13Create a proof-of-concept scorecard for commerce platforms covering conversion, performance, merchandising, integration, operations, and administration.0 index_points0 3This rankRun it
14Recommend a commerce platform for unified online and physical retail with POS, inventory, customer profiles, fulfillment, and returns.0 index_points0 1This rankRun it
15Compare commerce platforms on PCI scope, fraud, identity, privacy, auditability, residency, uptime, recovery, and regulated-product controls.0 index_points0 14This rankRun it
16Recommend an ecommerce platform for a small business that needs fast setup, templates, payments, shipping, marketing, and transparent pricing.0 index_points0 2This rankRun it

Why this rank

Compare commerce platforms on storefront, catalog, checkout, payments, B2B, headless APIs, ecosystem, operations, AI, and support. on Commerce Platforms Prompt Volatility

Ranks reviewed prompts by changed leaders and absolute movement between comparable cross-day snapshots.

6

Rank on this board

28.571 index_points

Score

2

Answers behind the score

100% confidence · 1 of 1 components evidenced

What the score is built from

1 of 1 evidenced

Every component evidenced · 1 evidence record each

Components of Compare commerce platforms on storefront, catalog, checkout, payments, B2B, headless APIs, ecosystem, operations, AI, and support.'s score
ComponentValueContribution
Volatility index28.57142828.571

Moved up since the previous snapshot

+1 places
  1. Volatility index131.349 to 28.571
    -102.778
  2. Disagreement absolute change29.365 to 23.81
    -5.556
  3. Winner changed1 to 0
    -1
  4. Consensus absolute change33.333 to 33.333
    +0

Where each number comes from

4 public records
  • Absolute consensus changeConsensus absolute change · observed Oct 1, 2026, 12:00 AM UTC33.333 percentage_points100% confidence
    Source
    Rank.ai Commerce Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"commerce-platform-buying-criteria","currentSnapshotId":"1895b0f6-bc91-4a92-9a28-2585948e7ac8","previousSnapshotId":"6eaf994d-8479-4087-b4c7-3cef75f611b6"}
    Open the source
  • Absolute disagreement changeDisagreement absolute change · observed Oct 1, 2026, 12:00 AM UTC23.81 percentage_points100% confidence
    Source
    Rank.ai Commerce Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"commerce-platform-buying-criteria","currentSnapshotId":"1895b0f6-bc91-4a92-9a28-2585948e7ac8","previousSnapshotId":"6eaf994d-8479-4087-b4c7-3cef75f611b6"}
    Open the source
  • Prompt volatility indexVolatility index · observed Oct 1, 2026, 12:00 AM UTC28.571 index_points100% confidence
    Source
    Rank.ai Commerce Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"commerce-platform-buying-criteria","currentSnapshotId":"1895b0f6-bc91-4a92-9a28-2585948e7ac8","previousSnapshotId":"6eaf994d-8479-4087-b4c7-3cef75f611b6"}
    Open the source
  • Leading brand changedWinner changed · observed Oct 1, 2026, 12:00 AM UTC0 boolean100% confidence
    Source
    Rank.ai Commerce Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"commerce-platform-buying-criteria","currentSnapshotId":"1895b0f6-bc91-4a92-9a28-2585948e7ac8","previousSnapshotId":"6eaf994d-8479-4087-b4c7-3cef75f611b6"}
    Open the source
Public Commerce Platforms prompt volatility, version 1-parent-a4d6d1ca26cd81b864 observations · 1 source · quality passed
Snapshot
9c779597-5186-4277-b663-463e6c4492e1
Data hash
d06d7bb363a4aedbb8fb247e8e08aca7f89f2a6ea7e84051f62deeabf3046797
Method hash
f6b4b1faf21ae74249a7486e46a1fc68ce3d5cf08969e03f456a223a99534ee9

Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.

  • Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
  • Who gets namedEvery competitor in the answers, most named first.
  • The pages AI readsThe sources behind each answer.
  • Three fixesWhat to fix first, with a brief for the first article.