Training Example: WASHI – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Business Consulting & Coaching
Generic Claims: unlock your potential, take your business to the next level, proven results, trusted by Fortune 500 companies…
Red Flags: income claims without substantiation, vague methodology with proprietary branding but no substance, no named clients or anonymized case studies only, consultant biography with no verifiable career history…
Semantic Drift Patterns: homepage claims Fortune 500 experience but case studies are small businesses, claims data-driven but no methodology or metrics framework described, homepage targets C-suite but offerings are entry-level workshops, claims industry specialization but serves every sector…
Proof Expectations: named client case studies with measurable outcomes, specific revenue or efficiency improvements with numbers, named consultant credentials and career history, verifiable corporate experience at claimed companies…

WASHI

(https://washi.com) 📸 Data Snapshot: June 20, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE WASHI (https://washi.com)
Title

WASHI

H1 Become a Better
H2 Where Teams Get Stuck
H2 Introducing The Problem Solving Operating System (ProOS)
H2 Why ProOS Is So Powerful
H2 Build Your Organization’s Capability
H2 How To Engage With Us
NAV_HEADER_REPEATED_BODY Where Teams Get Stuck — WASHI (https://washi.com/where-teams-get-stuck/)
Title

Where Teams Get Stuck — WASHI

H1 Where Teams Get Stuck
H3 Are you solving the right problems?
H3 Is your team doing its best thinking?
H3 Does direction translate into aligned action?
H3 Is your organization getting smarter over time?
H3 Is AI helping your organization work better together?
H3 The Opportunity
NAV_HEADER_REPEATED_BODY ProOS — WASHI (https://washi.com/problem-solving-operating-system/)
Title

ProOS — WASHI

H1 The Problem Solving Operating System
H3 The Six Principles
H3 ProOS and AI
H3 How Organizations Build This Capability
H4 1. Start with the Right Questions
H4 2. Unlock the Intelligence
H4 3. Map the Logic
H4 4. Explain the Direction
H4 5. Secure the Commitment
H4 6. Embed the Learning
H4 Experience
H4 Build
H4 Scale
NAV_HEADER_REPEATED_BODY Platform — WASHI (https://washi.com/the-washi-platform/)
Title

Platform — WASHI

H1 The ProOS Platform
H3 Built To Help Teams Think Better Together
H3 Built To Get To Help Your Team Get Smarter
H4 1. Author Blind Input
H4 2. Critical Thinking
H4 3. Multi-player AI
H4 4. Synchronous & Asynchronous
H4 1. Challenge Archive
H4 2. Best Practice Playbook Library
H4 3. System of Record
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://washi.com) WASHI
[H1] Become a Better

[H1] Problem Solving

[H1] Leader

[H1] Team

[H1] Organization

Your team works through problems every day. We help them do it better. Every time.

meet with us

[H2] Where Teams Get Stuck

How often does your team work through its most important challenges with genuine clarity and real alignment?When it doesn't work, the pattern is familiar:Teams focus on symptoms or jump to solutions before defining the right problem.Two or three voices drive the conversation while other voices stay quiet.Reaching alignment takes far longer than it should.AI tools add information but don't improve how teams think together.WASHI exists to solve this friction. We are a team problem solving company. Part consultancy, part software platform, WASHI is founded on a proven, structured, and highly scalable methodology. We help organizations turn problem solving from an informal, hit-and-miss activity into a consistent, best-practice capability.

+ more

[H2] Introducing The Problem Solving Operating System (ProOS)

ProOS is at the heart of everything we do. It’s a six-principle operating system for how your organization identifies, works through, and learns from its most important challenges.Developed in collaboration with Dr. Mark Klein of the MIT Center for Collective Intelligence, ProOS is grounded in decades of research into how groups of people actually think together. It treats problem solving as a managed process, not an informal one.Each principle is backed by the practices, agreements, and tools that deliver more effective problem solving to every team, by design.

+ more

[H2] Why ProOS Is So Powerful

ProOS is designed to raise the floor and ceiling for every team, regardless of who is in the room. Questions before answers. Every challenge starts by defining the right questions. This single shift improves outcomes than any analysis that follows.Collective intelligence, by design. Author-blind input and structured argument mapping surface the thinking that hierarchy and habit typically suppress. The quietest person in the room gets heard. Every time.Built for human and AI intelligence together. ProOS gives AI clear, reliable points to contribute at every stage. Not AI replacing judgment. AI augmenting collective thinking, systematically.Every session is documented. Every lesson captured. Every playbook refined. The organization compounds. The fiftieth problem your team works through starts from a stronger foundation than the first.

[H2] Build Your Organization’s Capability

Our goal is for our clients to run ProOS on their own. At every level, without needing us in the room. Every facilitated session moves you closer to that. So does every workshop, every coaching engagement, every team trained on the methodology.The software exists for the same reason. The platform makes ProOS scalable, consistent, and increasingly valuable the longer you run it.

[H2] How To Engage With Us

We Facilitate. You Solve.Bring us your most pressing challenge. We run structured sessions using ProOS, drawing out the full intelligence of your team and building toward a clear direction with genuine alignment behind it. Offsites, strategic planning, cross-functional alignment, high-stakes decisions.

+ more on our services

Run It With Our PlatformThe WASHI platform is purpose-built to support every step of ProOS, from question definition to retrospective learning. Not a generic collaboration tool but a system designed to consistently enable ProOS for problem solving teams and organizations.

+ more on our platform
4097 chars
SUB-PAGE (https://washi.com/where-teams-get-stuck/) Where Teams Get Stuck — WASHI
[H1] Where Teams Get Stuck

Problem solving is the most important process in your organization. It is also the one nobody is managing. The friction shows up everywhere. See how much of this sounds familiar.

[H3] Are you solving the right problems?

You spend an hour debating a solution before anyone asks whether it is the right solution.The problem you addressed last quarter is back, wearing a different name.The team works within constraints nobody thought to question.Past experience with similar challenges exists somewhere, but nobody knows where or how to find it.Even the best thinking produces the wrong answer when it starts with the wrong questions.

[H3] Is your team doing its best thinking?

Two or three voices drive the conversation. Everyone else adjusts accordingly.The group reaches agreement quickly. Too quickly. Alternatives went unexplored and assumptions went unchallenged.Key perspectives never surface.People leave the same meeting with genuinely different understandings of what was discussed, despite the AI meeting summary.What goes unsaid in the room shows up as friction and misalignment in everything that follows.

[H3] Does direction translate into aligned action?

You think you are all on the same page. You find out later you were not.Direction gets communicated without the reasoning behind it. People execute the letter of it, not the spirit.Nobody knows what success looks like. There is no specific target, no timeline, no clear owner.Commitment is assumed because nobody pushed back. The resistance surfaces later, in how the work gets done.Most execution problems started much earlier, in how the challenge was framed and how direction was established.The gap between the meetings and the result is a critical disconnect.

[H3] Is your organization getting smarter over time?

The same challenges keep coming back. Different name, same root.When key people leave, their knowledge leaves with them.Your retrospectives focus on what went wrong in execution. They rarely examine whether the right problem was framed, or whether the team's full thinking was brought to bear.Best practices live in individual heads, not shared systems.Your organization keeps paying for the same lessons without ever truly owning them.

[H3] Is AI helping your organization work better together?

Your people are using AI tools. The organizational impact remains limited. The problem is not the tools. When every team approaches problem solving differently, leveraging AI effectively becomes its own unsolved problem.Each team figures it out independently. Results vary wildly.Individual productivity improves in isolated moments. But the organization as a whole is not getting smarter, teams are not thinking better together, and hard challenges are not getting easier to navigate.Your AI tools are only as effective as the process they are applied to.

[H3] The Opportunity

These are not separate problems. They are all symptoms of the same unmanaged process. And that process can be designed, deployed, and improved over time. It can become the backbone of your organization’s competitive advantage. The capability to solve both strategic and operational problems at every level, better and faster than your competitors.

+ more on how we help
3529 chars
SUB-PAGE (https://washi.com/problem-solving-operating-system/) ProOS — WASHI
[H1] The Problem Solving Operating System

ProOS is a six-principle operating system for how your organization identifies, works through, and learns from its most important challenges. Developed in collaboration with Dr. Mark Klein of the MIT Center for Collective Intelligence, it is grounded in decades of research into how groups of people actually think and decide together.Each principle addresses a specific friction point. Together they form a closed loop where every problem solved makes the next one easier.ProOS also gives AI a clear and reliable role at every stage of the process. Most organizations are using AI tools without a consistent problem solving process, which limits their impact. ProOS provides a consistent, structured approach that makes AI more effective across every challenge, strategic and operational

[H3] The Six Principles

[H4] 1. Start with the Right Questions

Most teams arrive at a discussion with a solution already forming. They debate the answer before they have defined the question.ProOS starts differently. Teams define the full set of questions that need to be answered before any discussion of solutions begins. Past decisions and best-practice playbooks are consulted. The biggest failure point in problem solving is not getting the answer wrong. It is getting the question wrong.

[H4] 2. Unlock the Intelligence

Hierarchy, seniority, and the dynamics of live discussion concentrate input among a small number of voices. Better thinking stays quiet.ProOS separates ideas from identity. Author-blind input and shared team agreements create the conditions for every perspective to surface and be evaluated on its merits. The quietest person in the room often has the most important point. ProOS makes sure it gets heard.

[H4] 3. Map the Logic

Rather than debating in the abstract, teams build a shared visual argument map. Possible answers are laid out. Supporting and opposing arguments are organized so the entire group can see the reasoning as it develops.Progress becomes visible. Gaps become obvious. Clarity is no longer dependent on facilitation skill. It is built into the process.

[H4] 4. Explain the Direction

AI meeting tools capture what was said. ProOS captures something more valuable: why a direction was chosen, what alternatives were considered, and what success looks like specifically.Every direction comes with a rationale, a measurable target, a timeline, and assigned responsibility. Not because someone remembered to include it. Because it is part of the process.

[H4] 5. Secure the Commitment

Most meetings end with implied alignment. Nobody pushed back, so execution begins. What follows is often slower and more contested than anyone anticipated.ProOS replaces implied alignment with explicit commitment. Key stakeholders respond directly to the final direction before execution begins. The gap between a good direction and a good outcome is almost always an alignment gap.

[H4] 6. Embed the Learning

Most retrospectives ask what went wrong in execution. ProOS asks a harder question: what could we have done differently in how we approached the problem itself?Because the entire process has been documented, the retrospective can examine the quality of the thinking, not just the follow-through. Insights feed into living playbooks that make the next team smarter before they have asked their first question.

[H3] ProOS and AI

AI is delivering real value to individuals. The organizational opportunity is much larger and largely untapped.When every team follows a consistent problem solving process, AI has clear and reliable points where it can contribute: helping teams ask better questions at the start, stress-testing reasoning in the middle, and surfacing sharper insights at the end.The result is not AI replacing human judgment. It is AI augmenting collective human intelligence, systematically, at every level.ProOS is the structure your AI strategy has been missing.

[H3] How Organizations Build This Capability

The fastest way to understand ProOS is to feel it working on a real challenge.We facilitate sessions using the full methodology, bringing structure and collective intelligence to the challenges your team is already facing. Offsites, strategic planning, cross-functional alignment, high-stakes challenges.Most organizations begin here. One session. One real problem. The experience makes the case better than any explanation.

[H4] Experience

Once you have experienced ProOS, the natural next question is how to run it yourselves.This is where we work with your leadership team to define your organization's version of the six principles, train internal champions, and begin building the archive and playbook library that makes every future session smarter than the last. Your leaders go deepest on the first principle and become the most effective internal champions for the full system.

[H4] Build

Building a Problem Solving Operating System means embedding ProOS into how your organization actually operates.This includes rolling it out across teams and functions, establishing a Center of Excellence to own and evolve the capability, integrating the software platform as the system of record, and building ProOS into how you onboard new people.At this stage ProOS stops being something your organization does. It becomes the way your organization works.

[H4] Scale

+ More on how we help
5873 chars
SUB-PAGE (https://washi.com/the-washi-platform/) Platform — WASHI
[H1] The ProOS Platform

WASHI is a team problem solving platform purpose-built for ProOS. It is used in every session we facilitate and designed to make the methodology effortless to run, easy to scale, and increasingly valuable the longer you use it.It is the only platform designed from the ground up to support every stage of the ProOS process, from question definition to retrospective learning. Not a generic collaboration tool adapted for the work, but a system built specifically for support better team problem solving.

Schedule A Demo

[H3] Built To Help Teams Think Better Together

These four capabilities are designed to surface the best thinking in the room, every time.

When people contribute without their name attached, the quality of the idea determines its weight, not the title of the person who raised it.WASHI makes author-blind input the default. This levels the playing field for contributing, giving all participants the ability to feel heard. The result is more complete analysis, more honest risk identification, and stronger alignment behind the final direction.

[H4] 1. Author Blind Input

Most teams discuss. But not all are able to think critically together.WASHI guides every participant through a structured process of collective analysis, surfacing possibilities, mapping tradeoffs, and challenging assumptions. No facilitation expertise required. Arguments are captured and organized as they emerge, tradeoffs become explicit, and bias and groupthink have nowhere to hide.Participants can also rate answers and arguments, surfacing the strongest thinking and producing an instant record of why one direction was chosen over another. The result is not just clear direction, but a valuable record of how (and why) that direction was set.

[H4] 2. Critical Thinking

Even the most effective teams can use a thinking partner. WASHI brings AI into the process as a shared intelligence, not a tool each person uses separately.At each stage, from crafting questions to developing possible answers and assessing tradeoffs, WASHI surfaces AI-generated suggestions tailored to the specific challenge. These suggestions are an integrated part of the collective process, no special training or prompt engineering required.

[H4] 3. Multi-player AI

Great problem solving should not depend on everyone being in the same room at the same time.WASHI supports both live sessions and asynchronous contribution. Teams working across time zones, schedules, and locations can participate fully without losing the structure and shared context that makes the process work.

[H4] 4. Synchronous & Asynchronous

[H3] Built To Get To Help Your Team Get Smarter

Every time your organization uses the WASHI platform to solve a new challenge, it makes future challenges easier. This is because WASHI makes it easier than ever to federate best practices and capture learning in a central system of record.

When a team faces a new challenge, one of the most valuable resources is how your organization has navigated similar challenges before. The WASHI platform captures every challenge your organization works through and makes it searchable and referenceable. Before a new session begins, teams consult the archive. Past reasoning, past alternatives, past outcomes. The institutional knowledge that stays when people leave and compounds as the organization grows.

[H4] 1. Challenge Archive

WASHI includes a growing library of best-practice question frameworks for the challenge types organizations face most often. Teams start from proven approaches rather than blank pages. Every engagement contributes to an organizational playbook library that improves over time.

[H4] 2. Best Practice Playbook Library

Beyond individual sessions and searchable archives, WASHI functions as the central governance layer for problem solving and planning across your organization. Think of it as the organizational CRM for problem solving and planning. The single source of truth that makes oversight, learning, and continuous improvement possible at every level.

[H4] 3. System of Record

Schedule a demo
4536 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
55Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 17 0
/where-teams-get-stuck/ 9 0
/problem-solving-operating-system/ 19 0
/the-washi-platform/ 10 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
[
    {
        "url": "https://www.washi.com",
        "name": "WASHI",
        "image": "//images.squarespace-cdn.com/content/v1/6773f9a05391437e111e2c74/e67921b4-37ba-44dc-8b34-5522d6e7df65/Screenshot+2024-12-30+at+3.42.22%E2%80%AFPM.png",
        "@context": "http://schema.org",
        "@type": "WebSite"
    },
    {
        "address": "",
        "image": "https://static1.squarespace.com/static/6773f9a05391437e111e2c74/t/6773fb1367abd741a20f926d/1776788999507/",
        "openingHours": "",
        "@context": "http://schema.org",
        "@type": "LocalBusiness"
    }
]
/where-teams-get-stuck/
[
    {
        "url": "https://www.washi.com",
        "name": "WASHI",
        "image": "//images.squarespace-cdn.com/content/v1/6773f9a05391437e111e2c74/e67921b4-37ba-44dc-8b34-5522d6e7df65/Screenshot+2024-12-30+at+3.42.22%E2%80%AFPM.png",
        "@context": "http://schema.org",
        "@type": "WebSite"
    },
    {
        "address": "",
        "image": "https://static1.squarespace.com/static/6773f9a05391437e111e2c74/t/6773fb1367abd741a20f926d/1776788999507/",
        "openingHours": "",
        "@context": "http://schema.org",
        "@type": "LocalBusiness"
    }
]
/problem-solving-operating-system/
[
    {
        "url": "https://www.washi.com",
        "name": "WASHI",
        "image": "//images.squarespace-cdn.com/content/v1/6773f9a05391437e111e2c74/e67921b4-37ba-44dc-8b34-5522d6e7df65/Screenshot+2024-12-30+at+3.42.22%E2%80%AFPM.png",
        "@context": "http://schema.org",
        "@type": "WebSite"
    },
    {
        "address": "",
        "image": "https://static1.squarespace.com/static/6773f9a05391437e111e2c74/t/6773fb1367abd741a20f926d/1776788999507/",
        "openingHours": "",
        "@context": "http://schema.org",
        "@type": "LocalBusiness"
    }
]
/the-washi-platform/
[
    {
        "url": "https://www.washi.com",
        "name": "WASHI",
        "image": "//images.squarespace-cdn.com/content/v1/6773f9a05391437e111e2c74/e67921b4-37ba-44dc-8b34-5522d6e7df65/Screenshot+2024-12-30+at+3.42.22%E2%80%AFPM.png",
        "@context": "http://schema.org",
        "@type": "WebSite"
    },
    {
        "address": "",
        "image": "https://static1.squarespace.com/static/6773f9a05391437e111e2c74/t/6773fb1367abd741a20f926d/1776788999507/",
        "openingHours": "",
        "@context": "http://schema.org",
        "@type": "LocalBusiness"
    }
]

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
Business Consulting & Coaching
45.8 Avg BS

Based on 153 businesses audited.

BS Detector

Business Consulting & Coaching BS: WASHI (washi.com)

https://washi.com 📍 Industry: Business Consulting & Coaching
49 BS / 100

WASHI is a masterclass in ‘Methodology-First BS’—it offers a beautifully articulated, internally consistent framework (ProOS) that has absolutely no visible track record of success. It feels like a theoretical exercise or a pre-launch software pitch rather than a functioning consultancy with hundreds of satisfied clients as the metadata suggests.

Info Density Power-words vs. Substance ratio.
16
53% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
17
85% BS
Commodity Fingerprint Detection of industry clichés/templates.
7
47% BS
Identity & Authority Expert verifiability & Schema depth.
8
53% BS

Replace the unverified review counts with a ‘Named Client Case Study’ section that includes specific efficiency metrics. Add Person schema and LinkedIn ‘sameAs’ links for all principals and the referenced MIT collaborator. Include specific technical documentation or screenshots of the ‘WASHI platform’ to prove the software’s current state of development. Define clear pricing or engagement tiers to ground the ‘How To Engage’ section in commercial reality.

The site strongly aligns with the Business Consulting and Coaching industry, specifically focusing on organizational development and team productivity. It utilizes typical industry frameworks, positioning itself as a hybrid of a consultancy and a software platform (ProOS).

“The score of 49 is driven primarily by the 'Trust and Proof' and 'Information Density' pillars. While the site is semantically coherent and conceptually interesting, it fails the forensic test of evidence by masking a lack of clients with high-volume review counts that lead nowhere. It sits exactly on the fence between a legitimate tool and a hollow marketing shell.”

Verified Analysis Date: June 20, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation