Independent Manufacturing Intelligence
How the world's factories run better.
For the people who run, improve and buy for manufacturing businesses.
See the evidence behind how manufacturers get found, win qualified work, choose technology and improve operations.
What We Cover
Six evidence desks for
the decisions manufacturers face.
Start with the decision in front of you. Each desk brings together investigations, buyer guides, current developments, and practical analysis while keeping the constraints of each manufacturing sector visible.
Browse all industries-
01
Website &
RFQ ConversionCapability pages and quote paths that help buyers verify fit and submit a useful RFQ.
Open desk ↗ -
02
SEO & AI Search
VisibilityHow manufacturers get cited and found wherever buyers research suppliers.
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03
Manufacturing
SoftwareERP, MES, CMMS, PLM, CPQ, QMS, and the questions to ask before a demo.
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04
Automation &
Factory AICobots, machine vision, predictive maintenance, IIoT, and practical factory AI.
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05
Operations &
QualityOEE, maintenance, scheduling, lean practice, quality, and compliance under real constraints.
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06
Supply Chain &
LogisticsProcurement, inventory, planning, traceability, logistics, and supplier resilience.
Open desk ↗
The Weekly Dispatch
One useful piece of manufacturing intelligence, most weeks.
New investigations, buyer guides and current developments across the six evidence desks — sent while they still change a decision.
From the Evidence Library
Start with the
latest work.
Investigation / 2026
RFQ Friction Index: 25 Manufacturer Sites Audited (2026)
A buyer decides you can make the part, opens your site on a phone between meetings, and starts the RFQ process. Two minutes later there is no quote request. Not because the shop was…
Read the investigationServices for manufacturers
Turn useful evidence into a better buyer journey.
Factory Investigator helps manufacturers improve the path from being discovered to a useful RFQ and a measurable handoff. Choose the part of that path that needs work.
Explore all servicesNot sure where to begin? The public-site review below starts with what a buyer can see.
How the evidence is built
Methods you
can inspect.
Original-data investigations state the scope, sources, dates, tools, limitations, and conflicts that shape the result. Consequential claims link to primary sources, and substantive corrections remain visible.
Industries
Your sector’s constraints,
kept in view.
The shared operating problem travels between sectors—the constraints do not. Industry files keep the context that changes the answer, across CNC machining, PCB assembly, aerospace, medical devices, food, chemicals, energy and more.
Find your industry file
Buyer Guides
Shortlists built around the buying decision.
We compare manufacturing software, services, and supplier options by operational fit, implementation or qualification risk, pricing evidence, and the questions worth asking before a sales conversation.
Factory Floor Conversations
The useful detail is usually inside the decision.
We invite owners, operators, engineers, quality leaders, software buyers, and supply-chain practitioners to explain one decision: what changed, what failed, what it cost, and what another manufacturer should ask next.
- First-hand operating experience
- Factual and quotation checks
- No payment for favorable framing
Your website under the lens
See your site the way a serious buyer does.
We inspect the public pages buyers use to understand your capabilities, verify fit and request a quote, then return the three priorities worth addressing first. The first 20-point review costs $0; paid implementation is optional.
Request my $0 website review