Original research · Aerospace & Defense

Rheinmetall.

Last measured · 13 Jun 2026 Wave · Q2-2026-W8-AEROSPACE-DEFENSE Tier · proprietary Confidence · C
Brand
Rheinmetall AG
Agent success

The Lynx page and the defence news stack validate KF41, tracked positioning and the Hungary reference.

Bottleneck Multi-axis
Weak on more than one axis at once.
3.7 /10
Agent Success Score
AI Visibility 49 / 100

Found & recommended by AI agents

AI Usability 30 / 100

Search-class agents touched the close in some runs; the full agent-fleet access profile lands in a later wave.

Coverage · 1 of 6 lanes measured Commerce lane · Catalog-only · Wave Q2-2026-W8-AEROSPACE-DEFENSE
Commerce 3.7
Talent
After-sales
Procurement
Investor
Press

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The test

The platform validates, the inquiry route works, the spec wording does not pin. An agent gets to Rheinmetall Defence; it cannot quote the configuration from the page.

The Gate-1 audit ran the standard 18 datapoints in German: an unbranded tracked-IFV probe, the Rheinmetall / Hanwha / BAE comparative shortlist, and the Lynx KF41 transactional B2G RFI query, across openai, perplexity and anthropic. The fleet ran phase 1 ceiling extraction on the rheinmetall.com Defence Lynx surface and phase 2 HTTP plus coding agents against the platform variant page. Both measured classes returned partial: the Lynx family page and the defence news stack validate KF41, tracked positioning and the Hungary 218-vehicle reference, and the inquiry route works; the locked configuration wording never pins in the captured source. Phases 3 and 4 (browser, autonomous close) did not run in this wave: the fleet browser runtime was infrastructure-blocked. They follow in the re-run.

One label, many breeds. From a plain reader to an autonomous operator, the kinds behind ChatGPT, Perplexity, and Claude Code:

Plain reader reads your raw page text, no browser Partial
Search assistant finds you through search Not yet run
Coding agent a script hitting your site Partial
Computer-use agent clicks and types like a person Not yet run
Autonomous operator runs the whole task unattended Not yet run
Commerce lane

Found, and able to transact?

Two questions, measured separately. A brand can be recommended and still un-buyable, or perfectly buyable and never found.

AI Visibility

When someone asks an agent to find a supplier, does it route to Rheinmetall?

49 / 100

Rheinmetall comes up about four times in ten. The rest of the time, an agent recommends an alternative first.

Discoverability · 18-datapoint audit
AI Usability

Once an agent is on Rheinmetall's site, can it reach a B2G procurement pathway for the Lynx KF41 IFV?

30 / 100

Search-class agents surface a quote in some runs; the full agent-fleet access profile lands in a later wave.

Evidence · 65 / 100 A measure of how provable and consistent the result is, grounded in cross-method ground-truth agreement (the methods that ran returned the same price), not a separate measured run. A confidence layer on the two scores above, not a third sales axis.

What's next

What this means for Rheinmetall.

Diagnosis

Rheinmetall is not lacking platform presence; it lacks pinnable configuration facts. The Lynx surface tells the story in prose and news items, and both measured agent classes reach it and validate the tracked KF41 with the Hungary reference. But an agent assembling an RFI cannot anchor the turret and weight wording from the page, and B2G procurement runs on exactly that precision.

What changes the outcome

An answer surface that pins the KF41 configuration in extractable form: combat weight, the Lance 2.0 turret, gun options, and the variant boundaries against KF31 and Boxer, placed next to the RFI pathway. Citeable evidence replaces news-stack archaeology; the agent quotes what it can anchor.

What proof looks like

The proof isn't more content. It's a repeatable lift in whether agents find, verify, cite, recommend, and complete the brand journey directly — re-measured each wave.

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Channel position

No intermediary stands between agents and Rheinmetall. The gap is being found, not the channel.

Defence procurement closes via direct B2G sales; no marketplace intermediary captures the close. NSPA and EDA exist as procurement-coordination platforms but are not commercial RFQ marketplaces. The close stays on rheinmetall.com.

0% direct
0% via intermediary
Frozen task slate

Hyperize-selected tasks.

One task from the public sector grid. Task list is frozen before each wave runs.

Rheinmetall Lynx KF41 (tracked IFV, around 44t combat weight, Lance 2.0 turret, NATO procurement)

Close state
a quote
Bottleneck
Spec precision: platform and inquiry route validate, but the locked configuration wording resolves nowhere on the public surface in one extraction chain.

Fairness note

Wave 8 Q2 2026 partial measurement on a single task (Rheinmetall Lynx KF41 tracked IFV, quote_ready close, around 44t combat weight / Lance 2.0 turret / Hungary 218-vehicle and Italy A2CS references locked variant; the seed spec carried 35mm-Wotan-turret and Australia-LAND-400 descriptors, corrected on fact-check 2026-06-11: Wotan is the gun inside the Lance 2.0 turret, and Australia selected a competing vehicle in 2023). AI Visibility from Cody Gate-1 (49.44, 18/18 valid datapoints across openai/perplexity/anthropic, DE language). AI Usability from a fleet wave Phase 2 only (HTTP + coding agents; Phase 3 browser + Phase 4 ACT infrastructure-blocked in this wave: fleet browser runtime unavailable, not a brand result; re-run scheduled). The browser and full_automation rows of the agent_matrix are marked pending. Fairness Review pending the sector fairness grid.

Methodology

How the score was produced.

Discoverability is audit-pipeline-derived. 3-provider sample (openai, perplexity, anthropic), 3 query variants per task, 2 runs per variant · 18 valid datapoints scored against a five-state handoff cascade. [S1]

AI Usability is derived from the access-profile above (usability-derivation/v1): how far the best agent reached (close state) modulated by how many agent classes succeeded. The per-class profile is the truth; the score is a reproducible summary of it, not a separate rating. Fleet phases (HTTP / Coding / Browser / ACT) produce the profile. [S2]

Formula

Agent Success Score = (AI Visibility × 0.20) + (AI Usability × 0.70) + (Evidence × 0.10)

On a 0–100 scale, displayed 0–10. AI Usability bundles the agent's reach + completion; AI Visibility is audit-derived discoverability. Weighting is public; the per-prompt derivation is not.

Measurement scope

Confidence C · one measured task on a 3-provider track (openai, perplexity, anthropic). Confidence promotes to B with a second task plus a fourth provider on the next wave.

History

Measurement timeline.

Each wave appends; nothing overwrites. Frozen Wave Rule.

  1. Entry · 01

    26 May 2026

    Wave · Protocol

    WAVE-Q2-2026-W8-AEROSPACE-DEFENSE

    ars-methodology/v1.1

    Wave 8 dispatch. Cody Gate-1 audit and Giorgio a fleet wave ceiling pulls launched 2026-05-26. Pre-measurement state: yaml seeded with frozen task (Rheinmetall Lynx KF41 tracked IFV), close-state quote_ready, locked spec markers per spec-fidelity rule (KF41 vs KF31, tracked vs wheeled Boxer). Note: the original seed descriptors carried 35mm-Wotan-turret, 50-tonne-class and Australia-LAND-400 references; corrected on fact-check 2026-06-11 to Lance 2.0 turret, around 44t combat weight, Hungary + Italy references (Australia selected a competing vehicle in 2023).

  2. Entry · 02

    13 Jun 2026

    Wave · Protocol

    WAVE-Q2-2026-W8-AEROSPACE-DEFENSE

    ars-methodology/v1.1

    Wave 8 partial measurement landed. Cody Gate-1 complete (D 49.44, 18/18 valid). a fleet wave Phase 1 ceiling + Phase 2 HTTP+coding complete, both classes partial: the Lynx family page and the defence news stack validate KF41, tracked positioning and the Hungary 218-vehicle reference, and the inquiry route works; the locked configuration wording never pins in the captured source. Phase 3 browser + Phase 4 ACT not executed in this wave (fleet browser runtime infrastructure-blocked, not a brand result; marked pending in agent_matrix, re-run scheduled). Brand flipped to scored at partial-FLEET.

Sources

Evidence and provenance.

Public methodology references and internal evidence pointers behind every claim above.

  1. [S1]

    Gate-1 audit run · Rheinmetall Wave Q2 2026 (Cody, dispatched 2026-05-26)

    Accessed · 26 May 2026

    Internal · Hyperize evidence

    • · AI Visibility score
    • · the close state reached (quote_ready)
  2. [S2]

    a fleet wave aerospace + defence wave · Rheinmetall phase 1-4 (Giorgio repo, dispatched 2026-05-26)

    Accessed · 26 May 2026

    Internal · Hyperize evidence

    • · the per-breed access profile (Phase 1-4 pending)
  3. Accessed · 26 May 2026

    Public · hyperize.ai

    • · fairness declaration
    • · Third-Party Interception framing
Last updated · 13 Jun 2026 Next review · 30 Sept 2026 Wave · Q2-2026-W8-AEROSPACE-DEFENSE Tier · proprietary Confidence · C Index score · 3.7/10 Machine-readable record

Editorial coverage

The DAX 40 Agent Success Index is a point-in-time snapshot of the agent-success of public digital touchpoints. Results are not statements about product quality, company performance, service quality, or the legal obligations of the brands named. Brand names and logos remain the property of their respective owners and are used solely for identification and reporting purposes in the context of editorial coverage (§ 23 MarkenG, Art. 5 GG).

Brands wishing to respond, engage, or correct a factual error may contact hello@hyperize.ai. Responses received are published in full alongside the findings. Full methodology and editorial-coverage notice: coverage statement.