DemoFictional company and invented evidence, run through the real methodology.

Ferrow: all evidence

Score 40/100Evidence Coverage 88%13 claims66 observationsdrs-0.2

Claims are grouped by state, most important first. Each table lists every source checked for the claim, how it reads against what Ferrow states, and the decision the methodology reached.

Potential gap · 10

Sources represent the claim differently from the company, with enough evidence to say so.

Potential gap · Stale High importance

Company name

Ferrow

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Claim: Ferrow → brand_name → Ferrow Not yet confirmed by the company

**Company name** · Ferrow states: “Ferrow”
Source	Representation	Assessment	Exposure	Captured
Company websiteObserved	Ferrow	Current	High	9 Sept 2026
LinkedIn company pageObserved	Ferrow	Current	Medium	7 Sept 2026
Companies registerEvidenced	Ferrow GmbH	Aligned	Low	5 Sept 2026
WikipediaEvidenced	Ferro Freight	Potentially stale	Medium	1 Sept 2026
CrunchbaseEvidenced	Ferro Freight	Potentially stale	Medium	3 Sept 2026
Industry directoryEvidenced · copies Crunchbase	Ferro Freight	Potentially stale	Low	28 Aug 2026
Search knowledge panelPerceived · copies Wikipedia	Ferro Freight	Potentially stale	High	30 Aug 2026
AI answer · assistant APerceived	Ferro Freight	Potentially stale	High	26 Aug 2026
AI answer · assistant CPerceived	Ferrow, formerly Ferro Freight	Partial	Medium	24 Aug 2026
AI answer · assistant BPerceived	Ferro Freight	Potentially stale	High	22 Aug 2026

Decision: Potential gap · Stale · P(stated value is true) 97% · representations accurate 32% · 1 independent supporting origin

Potential gap · Stale High importance

Primary category

Logistics software platform

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Claim: Ferrow → primary_category → Logistics software platform Not yet confirmed by the company

**Primary category** · Ferrow states: “Logistics software platform”
Source	Representation	Assessment	Exposure	Captured
Company websiteObserved	Logistics software platform	Current	High	6 Sept 2026
LinkedIn company pageObserved	Logistics software platform	Current	Medium	4 Sept 2026
WikipediaEvidenced	Freight forwarding company	Potentially stale	Medium	31 Aug 2026
Industry publicationEvidenced	Freight forwarder	Potentially stale	Medium	29 Aug 2026
CrunchbaseEvidenced	Freight forwarder	Potentially stale	Medium	2 Sept 2026
Search resultsPerceived	Freight forwarder	Potentially stale	High	27 Aug 2026
AI answer · assistant APerceived	Freight forwarding company	Potentially stale	High	25 Aug 2026
AI answer · assistant BPerceived	Freight forwarder	Potentially stale	High	23 Aug 2026

Decision: Potential gap · Stale · P(stated value is true) 89% · representations accurate 28% · 0 independent supporting origins

Potential gap · Stale High importance

Chief executive

Amara Nwosu

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Claim: Ferrow → ceo → Amara Nwosu Not yet confirmed by the company

**Chief executive** · Ferrow states: “Amara Nwosu”
Source	Representation	Assessment	Exposure	Captured
Company websiteObserved	Amara Nwosu	Current	High	3 Sept 2026
LinkedIn company pageObserved	Amara Nwosu	Current	Medium	1 Sept 2026
WikipediaEvidenced	Henrik Voss	Potentially stale	Medium	28 Aug 2026
Business pressEvidenced	Amara Nwosu	Aligned	Medium	30 Aug 2026
CrunchbaseEvidenced	Henrik Voss	Potentially stale	Medium	26 Aug 2026
Search knowledge panelPerceived	Henrik Voss	Potentially stale	High	24 Aug 2026
AI answer · assistant APerceived	Henrik Voss	Potentially stale	High	22 Aug 2026
AI answer · assistant BPerceived	Henrik Voss	Potentially stale	High	8 Sept 2026
AI answer · assistant CPerceived	Amara Nwosu	Aligned	Medium	6 Sept 2026

Decision: Potential gap · Stale · P(stated value is true) 91% · representations accurate 40% · 1 independent supporting origin

Potential gap · Misunderstood High importance

Target customer

Mid-sized shippers and 3PLs

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Claim: Ferrow → target_customer → Mid-sized shippers and 3PLs Not yet confirmed by the company

**Target customer** · Ferrow states: “Mid-sized shippers and 3PLs”
Source	Representation	Assessment	Exposure	Captured
Company websiteObserved	Mid-sized shippers and 3PLs	Current	High	31 Aug 2026
Industry publicationEvidenced	Mid-sized shippers	Aligned	Medium	29 Aug 2026
Analyst reportEvidenced	Mid-sized shippers and logistics providers	Aligned	Low	27 Aug 2026
Industry directoryEvidenced	Businesses that need freight forwarding	Conflict	Low	25 Aug 2026
AI answer · assistant APerceived	Businesses that need freight forwarding	Conflict	High	23 Aug 2026
AI answer · assistant BPerceived	Importers and exporters	Conflict	High	9 Sept 2026

Decision: Potential gap · Misunderstood · P(stated value is true) 96% · representations accurate 44% · 2 independent supporting origins

Potential gap · Missing High importance

Found for its own name

Search: “Ferrow”: ferrow.example is the first result

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Claim: Search: “Ferrow” → findable_for → ferrow.example is the first result Not yet confirmed by the company

**Found for its own name** · Ferrow states: “ferrow.example is the first result”
Source	Representation	Assessment	Exposure	Captured
Search resultsPerceived	ferrow.example is the first result	Aligned	High	28 Aug 2026
Search knowledge panelPerceived	Not stated	Not found	High	26 Aug 2026
AI answer · assistant APerceived	No information about a company called Ferrow	Not found	High	24 Aug 2026
AI answer · assistant BPerceived	No information about a company called Ferrow	Not found	High	22 Aug 2026
AI answer · assistant CPerceived	Describes Ferrow as a logistics software company	Aligned	Medium	8 Sept 2026

Decision: Potential gap · Missing · 0 independent supporting origins

Potential gap · Stale Medium importance

Headquarters

Berlin, Germany

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Claim: Ferrow → headquarters → Berlin, Germany Not yet confirmed by the company

**Headquarters** · Ferrow states: “Berlin, Germany”
Source	Representation	Assessment	Exposure	Captured
Company websiteObserved	Berlin, Germany	Current	High	25 Aug 2026
Business profile (maps)Observed	Berlin, Germany	Current	Medium	9 Sept 2026
Companies registerEvidenced	Berlin, Germany	Aligned	Low	23 Aug 2026
WikipediaEvidenced	Hamburg, Germany	Potentially stale	Medium	5 Sept 2026
CrunchbaseEvidenced	Hamburg, Germany	Potentially stale	Medium	7 Sept 2026
Search knowledge panelPerceived	Hamburg, Germany	Potentially stale	High	3 Sept 2026

Decision: Potential gap · Stale · P(stated value is true) 93% · representations accurate 42% · 1 independent supporting origin

Potential gap · Stale Medium importance

Company size

201–500 employees

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Claim: Ferrow → employee_range → 201–500 employees Not yet confirmed by the company

**Company size** · Ferrow states: “201–500 employees”
Source	Representation	Assessment	Exposure	Captured
LinkedIn company pageObserved	201–500 employees	Current	Medium	7 Sept 2026
CrunchbaseEvidenced	51–200 employees	Potentially stale	Medium	5 Sept 2026
Industry directoryEvidenced	51–200 employees	Potentially stale	Low	3 Sept 2026
Job listingsEvidenced	201–500 employees	Aligned	Low	30 Aug 2026
AI answer · assistant APerceived	About 120 employees	Potentially stale	High	1 Sept 2026

Decision: Potential gap · Stale · P(stated value is true) 82% · representations accurate 35% · 1 independent supporting origin · flagged for human review

Potential gap · Misunderstood Medium importance

Ferrow Control Tower availability

Ferrow Control Tower: Generally available

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Claim: Ferrow Control Tower → product_available → Generally available Not yet confirmed by the company

**Ferrow Control Tower availability** · Ferrow states: “Generally available”
Source	Representation	Assessment	Exposure	Captured
Company websiteObserved	Generally available	Current	High	4 Sept 2026
Company newsroomObserved	Generally available	Current	Low	2 Sept 2026
Industry publicationEvidenced	Generally available	Aligned	Medium	31 Aug 2026
AI answer · assistant APerceived	Ferro Freight does not sell software	Conflict	High	29 Aug 2026
AI answer · assistant CPerceived	Generally available	Aligned	Medium	27 Aug 2026

Decision: Potential gap · Misunderstood · P(stated value is true) 93% · representations accurate 68% · 1 independent supporting origin

Potential gap · Misunderstood Medium importance

Markets served

Germany, Poland and the Netherlands

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Claim: Ferrow → markets_served → Germany, Poland and the Netherlands Not yet confirmed by the company

**Markets served** · Ferrow states: “Germany, Poland and the Netherlands”
Source	Representation	Assessment	Exposure	Captured
Company websiteObserved	Germany, Poland and the Netherlands	Current	High	1 Sept 2026
Industry publicationEvidenced	Germany, Poland and the Netherlands	Aligned	Medium	30 Aug 2026
CrunchbaseEvidenced	Germany, Poland and the Netherlands	Aligned	Medium	28 Aug 2026
AI answer · assistant APerceived	A global freight forwarding network	Conflict	High	26 Aug 2026
AI answer · assistant BPerceived	Worldwide	Conflict	High	24 Aug 2026

Decision: Potential gap · Misunderstood · P(stated value is true) 98% · representations accurate 50% · 2 independent supporting origins

Potential gap · Stale Low importance

Legal name

Ferrow GmbH

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Claim: Ferrow → legal_name → Ferrow GmbH Not yet confirmed by the company

**Legal name** · Ferrow states: “Ferrow GmbH”
Source	Representation	Assessment	Exposure	Captured
Companies registerEvidenced	Ferrow GmbH	Aligned	Low	26 Aug 2026
CrunchbaseEvidenced	Ferro Freight GmbH	Potentially stale	Medium	24 Aug 2026

Decision: Potential gap · Stale · P(stated value is true) 91% · representations accurate 17% · 1 independent supporting origin

Unresolved · 2

Not enough independent evidence to decide. Unknown is not treated as wrong.

Unresolved Medium importance

Pricing model

Annual licence by shipment volume

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Claim: Ferrow → pricing_model → Annual licence by shipment volume Not yet confirmed by the company

**Pricing model** · Ferrow states: “Annual licence by shipment volume”
Source	Representation	Assessment	Exposure	Captured
Company websiteObserved	Annual licence by shipment volume	Current	High	29 Aug 2026

Decision: Unresolved · P(stated value is true) 78% · representations accurate 78% · 0 independent supporting origins

Unresolved Low importance

ISO 9001 certification

Certified
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Claim: Ferrow → certification → Certified Not yet confirmed by the company

ISO 9001 certification · Ferrow states: “Certified”
Source Representation Assessment Exposure Captured

Company websiteObserved ISO 9001 certified Current High 23 Aug 2026

Decision: Unresolved · P(stated value is true) 60% · representations accurate 60% · 0 independent supporting origins

**ISO 9001 certification** · Ferrow states: “Certified”
Source	Representation	Assessment	Exposure	Captured
Company websiteObserved	ISO 9001 certified	Current	High	23 Aug 2026

Aligned · 1

Important sources represent the claim as the company states it.

Aligned Medium importance

Year founded

2009

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Claim: Ferrow → founded_year → 2009 Not yet confirmed by the company

**Year founded** · Ferrow states: “2009”
Source	Representation	Assessment	Exposure	Captured
Companies registerEvidenced	2009	Aligned	Low	22 Aug 2026
WikipediaEvidenced	2009	Aligned	Medium	8 Sept 2026
CrunchbaseEvidenced	2009	Aligned	Medium	6 Sept 2026

Decision: Aligned · P(stated value is true) 99% · representations accurate 99% · 3 independent supporting origins

Back to the Score

Ferrow: all evidence

Potential gap · 10

Company name

Primary category

Chief executive

Target customer

Found for its own name

Headquarters

Company size

Ferrow Control Tower availability

Markets served

Legal name

Unresolved · 2

Pricing model

ISO 9001 certification

Aligned · 1

Year founded