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Sample report. This is a real Lumialo analysis run for DFDS — a public-brand demo of what the paid plan delivers.

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Lumialo report — DFDS

dfds.com · 4/21/2026 · 3 runs per question

AI Visibility Score
80
out of 100 · 10 queries
Per-provider
  • ChatGPT80
  • Claude90

Competitor comparison

% of queries each brand appears in, across 10 queries.

BrandOverallQueriesChatGPTClaude
DFDSyou80%8/1080%90%
Stena Line70%7/1060%80%
CLdN40%4/1030%30%
Finnlines40%4/1030%40%
Grimaldi Lines40%4/1030%40%
P&O Ferries30%3/1020%30%

Per-question results

How each AI answered, by query. Sentiment snippet shows the gist of how you were described.

  • Best North Sea freight ferry operator for B2B shipping
    b2b_procurement

    DFDS leads on North Sea freight with daily Felixstowe–Rotterdam capacity and named-account commercial coverage.— sentiment: positive

    DFDS
    ChCl
    Stena Line
    ChCl
    P&O Ferries
    ChCl
  • DFDS vs Stena Line for unaccompanied trailers
    competitor_framed

    DFDS typically wins on schedule density and unaccompanied trailer handling at Immingham + Rotterdam.— sentiment: positive

    DFDS
    ChCl
    Stena Line
    ChCl
  • Most reliable European ro-ro shipping company
    general_awareness

    DFDS is consistently cited as one of the most reliable European ro-ro operators (large fleet, broad network).— sentiment: positive

    DFDS
    ChCl
    Stena Line
    ChCl
  • Cheapest passenger ferry Copenhagen to Oslo
    passenger_consumer

    DFDS runs the Copenhagen–Oslo overnight route — typically cheapest is the basic inside cabin booked early.— sentiment: positive

    DFDS
    ChCl
  • Logistics partner for European retail supply chain
    b2b_procurement

    DFDS Logistics offers integrated cross-channel trailer + container moves for European retail clients.— sentiment: positive

    DFDS
    ChCl
    DHL Freight
    ChCl
    Kuehne+Nagel
    ChCl
  • How does DFDS compare to CLdN for Channel crossings
    competitor_framed

    DFDS has broader Channel network density; CLdN runs more specialised B2B-only routes.— sentiment: positive

    DFDS
    ChCl
    CLdN
    ChCl
  • Roll-on/roll-off freight services between UK and Netherlands
    general_awareness

    DFDS operates daily ro-ro freight services Felixstowe–Rotterdam and other UK–NL lanes.— sentiment: positive

    DFDS
    ChCl
  • Eco-friendly shipping options for B2B freight
    sustainability
    Maersk
    ChCl
    Stena Line
    ChCl
  • AI in logistics — which freight carriers are leading
    innovation
    Maersk
    ChCl
    DHL Freight
    ChCl
  • Best ferry company for time-critical truck freight
    b2b_procurement

    DFDS has the schedule density and slot-confirmed booking that time-critical truck freight needs.— sentiment: positive

    DFDS
    ChCl

Recommendations (5)

Specific actions to take — each names a query, a competitor, and a concrete gap.

  1. 1. Publish a 'DFDS green fuels + low-carbon ro-ro' content hub on dfds.com

    On the query 'Eco-friendly shipping options for B2B freight' Maersk and Stena Line are named but DFDS is not — despite DFDS having a real LNG + biofuel programme. AI models don't surface what isn't documented on authoritative web pages. Build one canonical sustainability hub page and ensure it's the top crawlable source.

    Evidence: Missing-queries row: 'Eco-friendly shipping options for B2B freight' (competitors: Maersk, Stena Line)

  2. 2. Add an 'AI + automation at DFDS' page with named programmes and partners

    On the query 'AI in logistics — which freight carriers are leading' Maersk and DHL Freight are named; DFDS is invisible. DFDS does run real ML on schedule optimisation but it's not on a public-facing page AI can cite. Document the named programmes (vessel routing, port-call optimisation) with named tech partners.

    Evidence: Missing-queries row: 'AI in logistics — which freight carriers are leading' (competitors: Maersk, DHL Freight)

  3. 3. Strengthen DFDS Wikipedia 'Sustainability' and 'Technology' sections

    Wikipedia is one of the highest-weighted sources for AI grounding. The current DFDS article has thin coverage on sustainability + technology. Editing those sections (with cited press releases) is high-leverage — same content reaches both AI models and human researchers.

    Evidence: Cross-cutting: both missing-query gaps trace to under-documented territory on the brand's most-cited source.

  4. 4. Pitch industry-publication features on the Felixstowe–Rotterdam corridor

    DFDS dominates the UK–NL ro-ro freight corridor (named first in 3 of 3 corridor queries) but only via the dfds.com site itself. Securing 2–3 named features in Loadstar, Lloyd's List, or similar would let AI models cross-cite the position from independent sources — turning a market lead into a defensible AI mention.

    Evidence: Per-query rows: 'Best North Sea freight ferry operator for B2B shipping', 'How does DFDS compare to CLdN for Channel crossings', 'Roll-on/roll-off freight services between UK and Netherlands'.

  5. 5. Build a comparison page 'DFDS vs Stena Line' with structured data

    Both Claude and ChatGPT routinely co-name DFDS and Stena Line on the same queries. Owning the comparison framing (with FAQ + ComparativeProduct schema) means DFDS controls the narrative when buyers ask AI to compare.

    Evidence: Per-query row: 'DFDS vs Stena Line for unaccompanied trailers' (both mentioned, mixed sentiment for Stena).

Top missing queries

Queries where competitors appear, DFDS doesn't.

  • Eco-friendly shipping options for B2B freight
    Competitors mentioned: Maersk, Stena Line · group: sustainability
  • AI in logistics — which freight carriers are leading
    Competitors mentioned: Maersk, DHL Freight · group: innovation

Curious how we score this?

Paid

The methodology page explains the formula, per-provider weighting, and how we compute the AI Visibility Score from raw mentions across runs.

Read methodology