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Demand

http://www.demand.org.uk. External link for DEMAND Design and Manufacture for Disability. Industry: Mechanical Or Industrial Engineering. Company size: 2-10 ...
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Last verified 1 month ago
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kustiq.com/company/demand.org.uk · cite this page

http://www.demand.org.uk. External link for DEMAND Design and Manufacture for Disability. Industry: Mechanical Or Industrial Engineering. Company size: 2-10 ...

Employees

1-10

AI Classification

OtherOther

demand.org.uk returned a 301 redirect with no accessible content. The .org.uk domain suffix suggests a UK-based nonprofit or association, but no factual business information could be extracted to confirm purpose, products, or services.

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Competitors

abilitynet.org.uk Traffic Comparisonace-north.org.uk Traffic Comparisonremapleedsbradford.org.uk Traffic Comparison

Demand is one of 3,020 B2B companies in the Kustiq directory.

Similar profiles: No code browser automation & web scraping, AdPlexity, Creators, and Serverless AI infrastructure | Cerebrium.

How Kustiq built this profile

How this profile was built

  • Live web rendering via Browserless headless Chrome, not a stale cached scrape.
  • Search intelligence via Serper API across the company site, LinkedIn, press, and GitHub.
  • Claude only picks the buckets. It never decides facts.
  • 12-factor churn engine. Deterministic score, zero LLM at scoring time.
  • SMTP RCPT TO handshake on every contact, at delivery time on full profiles (paid plan).

Read the full methodology in our LLM-readable reference or compare against the deterministic-vs-AI framework.

Frequently asked questions

Is this profile actually verified, or just generated by AI?
The structured fields come from a hybrid pipeline. Facts (location, employee range, funding, tech stack) come from live web rendering plus Serper search across the company site, LinkedIn, press, and GitHub. Claude only picks the buckets: vertical, segment, growth signal. It never decides facts. Contact emails on full profiles pass an SMTP RCPT TO handshake at delivery time.
How is this different from a contact database?
Kustiq profiles one company at a time and re-runs every 24h. Tools like Apollo and ZoomInfo rent access to a 50M+ row pool that ages every quarter. Different shape, different price, and the freshness story is the opposite.
What does "track this profile" do?
Tracking saves Demand to your free dashboard, re-runs the pipeline every 24h, and alerts you when buying signals or pain signals change. Free with a signed-in account: 3 profiles a week, no card.
Can the profiled company remove this page?
Any company in the Kustiq directory can request removal at /trust#removal. Removed profiles return 410 Gone and stay out of search.
How fresh is the data?
Demand was last verified 1 month ago. The page re-runs through ISR every 24h, and we run the SMTP handshake on contacts when you ask for them, not when we cached the row. The freshness card above the profile shows the exact relative date for the current visit.
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