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

Industry Context — Common BS Fingerprints in HR, Recruiting & Job Boards
Generic Claims: finding the best talent, your recruitment partner, connecting people with opportunity, we know your industry…
Red Flags: no professional body membership, claims expertise in every sector simultaneously, no live vacancies on a recruitment website, consultant profiles without industry experience…
Semantic Drift Patterns: homepage claims executive search but listings are entry-level, claims sector expertise but covers every industry, homepage says retained search but services include contingency, claims data-driven but no methodology or metrics shown…
Proof Expectations: REC or APSCo membership details, specific sector placement evidence, named client companies with permission, placement statistics and success rates…

Dribbble

(https://dribbble.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 Dribbble – Discover the World’s Top Designers & Creative Professionals (https://dribbble.com)
Title

Dribbble – Discover the World’s Top Designers & Creative Professionals

Meta

Find Top Designers & Creative Professionals on Dribbble. We are where designers gain inspiration, feedback, community, and jobs. Your best resource to discover and connect with designers worldwide.

H1 Work with the world’s best in web design mobile design motion design product design brand design UX/UI design
NAV_REPEATED_BODY Dribbble – Discover the World’s Top Designers & Creative Professionals (https://dribbble.com/signups/new/)
Title

Dribbble – Discover the World’s Top Designers & Creative Professionals

H1 Welcome to Dribbble
NAV_REPEATED_BODY Dribbble Pro | Get Discovered. Get Clients. (https://dribbble.com/pro/)
Title

Dribbble Pro | Get Discovered. Get Clients.

Meta

Better visibility, real client opportunities, and more earnings — built to grow your creative and agency business.

H1 Get more leads,win more work
H2 FAQ
H2 FAQ
H2 FAQ
NAV_HEADER_HEADING_REPEATED_BODY Hire Top Creative Talent with a Project Brief | Dribbble (https://dribbble.com/instantmatch/)
Title

Hire Top Creative Talent with a Project Brief | Dribbble

Meta

Generate a brief in seconds and hire top design and development talent. Get recommendations, manage proposals, and hire in one place.

H1 A simple, smarter way to hire top creative talent
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (https://dribbble.com) Dribbble – Discover the World’s Top Designers & Creative Professionals
Get 20% (up to $100) off your first payment for design and development services on Dribbble! Use code WELCOME20 ?
Get Started
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SUB-PAGE · THIN (https://dribbble.com/signups/new/) Dribbble – Discover the World’s Top Designers & Creative Professionals
or

or
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SUB-PAGE (https://dribbble.com/pro/) Dribbble Pro | Get Discovered. Get Clients.
LIMITED TIME OFFERLIMITED TIME OFFERGet 10x more leads with Pro — now 50% off. Offer ends June 18.Get 10x more leads with Pro - now 50% off. Offer ends June 18.PRO
[H1] Get more leads,win more work
[H1] Get more leads,win more work
[H1] Get more leads,win more work
[H1] Get more leads,win more work
Rank higher in search and client recommendationsRank higher in search and client recommendationsAccess Pro-only leads and appear in InstantMatch resultsAccess Pro-only leads and appear in InstantMatch resultsKeep 100% of your payouts with 0% platform feesKeep 100% of your payouts with 0% platform fees“Pro has brought more eyes to my profile and more opportunities my way.”Lea Konaševska | Visual Designer“Better ranking, more clients, and zero fees - Pro makes projects easier!”Dongkyu Lim | Illustrator"My profile went from a portfolio to an active lead channel."Mark Smith | Brand Designer“I've been using Dribbble Pro for eight years — it’s more than worth the price!”Creative Mints | Graphic Designer“If you’re taking your design career seriously, Dribbble Pro is a must.”Robin Holesinsky | Product Designer“The visibility boost has been huge — way more reach, messages, and projects.”Bato | Web Agency“Pro has brought more eyes to my profile and more opportunities my way.”Lea Konaševska | Visual Designer“Better ranking, more clients, and zero fees - Pro makes projects easier!”Dongkyu Lim | Illustrator"My profile went from a portfolio to an active lead channel."Mark Smith | Brand Designer“I've been using Dribbble Pro for eight years — it’s more than worth the price!”Creative Mints | Graphic Designer“If you’re taking your design career seriously, Dribbble Pro is a must.”Robin Holesinsky | Product Designer“The visibility boost has been huge — way more reach, messages, and projects.”Bato | Web Agency“Pro has brought more eyes to my profile and more opportunities my way.”Lea Konaševska | Visual Designer“Better ranking, more clients, and zero fees - Pro makes projects easier!”Dongkyu Lim | Illustrator"My profile went from a portfolio to an active lead channel."Mark Smith | Brand Designer“I've been using Dribbble Pro for eight years — it’s more than worth the price!”Creative Mints | Graphic Designer“If you’re taking your design career seriously, Dribbble Pro is a must.”Robin Holesinsky | Product Designer“The visibility boost has been huge — way more reach, messages, and projects.”Bato | Web Agency“Pro has brought more eyes to my profile and more opportunities my way.”Lea Konaševska | Visual Designer“Better ranking, more clients, and zero fees - Pro makes projects easier!”Dongkyu Lim | Illustrator"My profile went from a portfolio to an active lead channel."Mark Smith | Brand Designer“I've been using Dribbble Pro for eight years — it’s more than worth the price!”Creative Mints | Graphic Designer“If you’re taking your design career seriously, Dribbble Pro is a must.”Robin Holesinsky | Product Designer“The visibility boost has been huge — way more reach, messages, and projects.”Bato | Web Agency
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“Pro has brought more eyes to my profile and more opportunities my way.”Lea Konaševska | Visual Designer“Better ranking, more clients, and zero fees - Pro makes projects easier!”Dongkyu Lim | Illustrator"My profile went from a portfolio to an active lead channel."Mark Smith | Brand Designer“I've been using Dribbble Pro for eight years — it’s more than worth the price!”Creative Mints | Graphic Designer“If you’re taking your design career seriously, Dribbble Pro is a must.”Robin Holesinsky | Product Designer“The visibility boost has been huge — way more reach, messages, and projects.”Bato | Web Agency“Pro has brought more eyes to my profile and more opportunities my way.”Lea Konaševska | Visual Designer“Better ranking, more clients, and zero fees - Pro makes projects easier!”Dongkyu Lim | Illustrator"My profile went from a portfolio to an active lead channel."Mark Smith | Brand Designer“I've been using Dribbble Pro for eight years — it’s more than worth the price!”Creative Mints | Graphic Designer“If you’re taking your design career seriously, Dribbble Pro is a must.”Robin Holesinsky | Product Designer“The visibility boost has been huge — way more reach, messages, and projects.”Bato | Web Agency“Pro has brought more eyes to my profile and more opportunities my way.”Lea Konaševska | Visual Designer“Better ranking, more clients, and zero fees - Pro makes projects easier!”Dongkyu Lim | Illustrator"My profile went from a portfolio to an active lead channel."Mark Smith | Brand Designer“I've been using Dribbble Pro for eight years — it’s more than worth the price!”Creative Mints | Graphic Designer“If you’re taking your design career seriously, Dribbble Pro is a must.”Robin Holesinsky | Product Designer“The visibility boost has been huge — way more reach, messages, and projects.”Bato | Web Agency“Pro has brought more eyes to my profile and more opportunities my way.”Lea Konaševska | Visual Designer“Better ranking, more clients, and zero fees - Pro makes projects easier!”Dongkyu Lim | Illustrator"My profile went from a portfolio to an active lead channel."Mark Smith | Brand Designer“I've been using Dribbble Pro for eight years — it’s more than worth the price!”Creative Mints | Graphic Designer“If you’re taking your design career seriously, Dribbble Pro is a must.”Robin Holesinsky | Product Designer“The visibility boost has been huge — way more reach, messages, and projects.”Bato | Web Agency
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Plans and featuresSave 50% annuallyPay annuallyPay monthlyLite$4/mo, billed yearly Introduce your work to the world.Get StartedEverything in FreeEnhanced profile layoutLite search ranking boostReceive leads & send proposalsOffer up to 3 ServicesPortfolio websiteMost PopularStandard$8 $4/mo, billed yearly Reach more clients and grow your business.Get StartedEverything in Pro LiteStandard search ranking boost0% Designer Platform Fee on payoutsAppear in Recommendations & InstantMatch30 Project Brief credits / monthBoosted Shot credit ($30/mo)NEW3 team seatsAdvanced analyticsPro Badge12 months of free WebflowMessage read receiptsNEWBest for AgenciesPlus$99 $49/mo, billed yearly Maximize lead flow and waive client fees.Get StartedEverything in Pro StandardPlus search ranking boost0% Client Platform FeeRanking boost in Recommendations & InstantMatch300 Project Brief credits / monthBoosted Shot credit ($300/mo)NEW10 team seatsAssisted onboardingUpload & tagging supportVIP customer supportFeatured Project Brief proposalsNEWPlans and featuresSave 50% annuallyPay annuallyPay monthlyLite$4/mo, billed yearly Introduce your work to the world.Get StartedEverything in FreeEnhanced profile layoutLite search ranking boostReceive leads & send proposalsOffer up to 3 ServicesPortfolio websiteMost PopularStandard$8 $4/mo, billed yearly Reach more clients and grow your business.Get StartedEverything in Pro LiteStandard search ranking boost0% Designer Platform Fee on payoutsAppear in Recommendations & InstantMatch30 Project Brief credits / monthBoosted Shot credit ($30/mo)NEW3 team seatsAdvanced analyticsPro Badge12 months of free WebflowMessage read receiptsNEWBest for AgenciesPlus$99 $49/mo, billed yearly Maximize lead flow and waive client fees.Get StartedEverything in Pro StandardPlus search ranking boost0% Client Platform FeeRanking boost in Recommendations & InstantMatch300 Project Brief credits / monthBoosted Shot credit ($300/mo)NEW10 team seatsAssisted onboardingUpload & tagging supportVIP customer supportFeatured Project Brief proposalsNEWThe world's leading brands find designers on DribbbleThe world's leading brands find designers on DribbbleCompare PlansFree$0Get StartedLite$4/month, billed yearlyGet StartedStandard$8/month, billed yearlyGet StartedPlus$99/month, billed yearlyGet StartedLead GenerationReceive client leadsSend client proposalsOffer servicesNumber of services132550Search ranking boostLiteStandardPlusAppear in Recommendations & InstantMatchRanking boost inRecommendations & InstantMatchAccess to Project BriefsProject Brief credits (monthly plans)15/mo150/moProject Brief credits (annual plans)30/mo300/moFeatured Project Brief proposalsBoosted Shot credit (monthly plans)$150/moBoosted Shot credit (annual plans)$30/mo$300/moAdvanced analyticsGoogle Analytics trackingImport reviewsMessage read receiptsProfile & ShotsUpload & publish ShotsShot upload limit (per day)10152550Enhanced profile layoutPersonal website (Playbook)Intro video (Pitch)Pro badgeShot schedulingAd-free browsingCreate team accountTeam seats310Projects & Payouts0% Designer Platform Fee (annual only)0% Client Platform Fee (annual only)Early payout after project completionSet meeting availabilityGoogle Calendar syncExclusive Benefits12 months of free WebflowEarly access to new featuresPartner offers & perksOnboard & SupportSkip designer application processAssisted onboardingShot upload & tagging serviceVIP customer supportCompare PlansFree$0Get StartedLite$4/month, billed yearlyGet StartedStandard$8/month, billed yearlyGet StartedPlus$99/month, billed yearlyGet StartedLead GenerationReceive client leadsSend client proposalsOffer servicesNumber of services132550Search ranking boostLiteStandardPlusAppear in Recommendations & InstantMatchRanking boost inRecommendations & InstantMatchAccess to Project BriefsProject Brief credits (monthly plans)15/mo150/moProject Brief credits (annual plans)30/mo300/moFeatured Project Brief proposalsBoosted Shot credit (monthly plans)$150/moBoosted Shot credit (annual plans)$30/mo$300/moAdvanced analyticsGoogle Analytics trackingImport reviewsMessage read receiptsProfile & ShotsUpload & publish ShotsShot upload limit (per day)10152550Enhanced profile layoutPersonal website (Playbook)Intro video (Pitch)Pro badgeShot schedulingAd-free browsingCreate team accountTeam seats310Projects & Payouts0% Designer Platform Fee (annual only)0% Client Platform Fee (annual only)Early payout after project completionSet meeting availabilityGoogle Calendar syncExclusive Benefits12 months of free WebflowEarly access to new featuresPartner offers & perksOnboard & SupportSkip designer application processAssisted onboardingShot upload & tagging serviceVIP customer supportFree$0Lite$4/moStandard$8/moPlus$99/moLead GenerationReceive client leadsSend client proposalsOffer servicesNumber of services25Search ranking boostStandardAppear in Recommendations & InstantMatchRanking boost inRecommendations & InstantMatchAccess to Project BriefsProject Brief credits (monthly plans)15/moProject Brief credits (annual plans)30/moFeatured Project Brief proposalsBoosted Shot credit (monthly plans)Boosted Shot credit (annual plans)$30/moAdvanced analyticsGoogle Analytics trackingImport reviewsMessage read receiptsProfile & ShotsUpload & publish ShotsShot upload limit (per day)25Enhanced profile layoutPersonal website (Playbook)Intro video (Pitch)Pro badgeShot schedulingAd-free browsingCreate team accountTeam seats3Projects & Payouts0% Designer Platform Fee (annual only)0% Client Platform Fee (annual only)Early payout after project completionSet meeting availabilityGoogle Calendar syncExclusive Benefits12 months of free WebflowEarly access to new featuresPartner offers & perksOnboard & SupportSkip designer application processAssisted onboardingShot upload & tagging serviceVIP customer supportEverything you need to grow your businessFeatures that help you stand out, get discovered, and win more work.Features that help you stand out, get discovered, and win more work.Higher Search RankingsGet your work, services, and profile in front of clients searching for design help.No fees on payoutsReceive 100% of your project payouts with no platform fees.Matched with ClientsAppear in InstantMatch results for clients looking for design and development help.Exclusive Project BriefsAccess exclusive project briefs available only to Pro designers.Enhanced Profile FeaturesStand out with a pitch video, customizable sections, and specific service callouts.Advanced AnalyticsTrack views, engagement, and client activity to understand your audience.12 months of Webflow freeGet 12 months of Webflow free: Agency plan ($420 value) or Freelancer plan ($192 value).Higher Search RankingsGet your work, services, and profile in front of clients searching for design help.No fees on payoutsReceive 100% of your project payouts with no platform fees.Matched with ClientsAppear in InstantMatch results for clients looking for design and development help.Exclusive Project BriefsAccess exclusive project briefs available only to Pro designers.Enhanced Profile FeaturesStand out with a pitch video, customizable sections, and specific service callouts.Advanced AnalyticsTrack views, engagement, and client activity to understand your audience.12 months of Webflow freeGet 12 months of Webflow free: Agency plan ($420 value) or Freelancer plan ($192 value).And get even more with exclusive partner perks.And get even more with exclusive partner perks.12 months of Webflow freeGet a year of Webflow's Agency ($420 value) or Freelancer ($192 value) plan.Get full access to Lyssna’s Growth plan free for 2 monthsAccess Lyssna’s Growth tools to test designs and get real user feedback.See real results from ProMore visibility, more leads, more earnings — all from one simple subscription.More visibility, more leads, more earnings — all from one simple subscription.22x more visibility22x more visibility22x more visibilityYour work and profile get surfaced to more clients, more often.10x more leads10x more leads10x more leadsMore exposure converts directly into more real client inquiries.3x more earnings3x more earnings3x more earningsPros earn significantly more on each project they land.Dribbble Pro turned my shots into a genuine client magnet. The added exposure gave my product UI work the visibility it needed, helping me land multiple high-value projects.I also love how fair the platform feels — presenting case studies and multi-shot work in one clean place makes it easier for clients to understand my process and trust me for long-term work.Can AydınInterface DesignerPro has become one of our most reliable ways to be discovered. It consistently brings us clients who value good design and collaborative partnerships.Victoria GrinevichManaging Director, DigiCoFour years in, Pro still helps us land great clients and new opportunities — it's truly been a game changer.Skilline Design Co.Illustration & Branding StudioWe consistently attract high-quality clients through Dribbble, and it remains our most dependable source of leads.QClayGlobal Design AgencyDesigned to grow with you.Designed to grow with you.Choose a Pro plan that fits your goals. From independent creatives to growing agencies.Choose a Pro plan that fits your goals. From independent creatives to growing agencies.Plans a
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SUB-PAGE · THIN (https://dribbble.com/instantmatch/) Hire Top Creative Talent with a Project Brief | Dribbble
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🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
20Review mentions (all pages)
1External proof links (all pages)
PageReviewsProof links
/ (home) 0 1
/signups/new/ 0 0
/pro/ 20 0
/instantmatch/ 0 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/signups/new/ — no schema detected (entity gap)
/pro/ — no schema detected (entity gap)
/instantmatch/ — no schema detected (entity gap)

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
HR, Recruiting & Job Boards
45 Avg BS

Based on 192 businesses audited.

BS Detector

HR, Recruiting & Job Boards BS: Dribbble (dribbble.com)

https://dribbble.com 📍 Industry: HR, Recruiting & Job Boards
47 BS / 100

Dribbble scores as Moderate BS primarily due to its lack of technical authority (null schema) and the use of unverified performance multipliers. While its pricing and feature lists are transparent and substantive, the platform’s reliance on trust theatre and stale promotional dates undermines its claim to be the world’s best resource.

Info Density Power-words vs. Substance ratio.
10
33% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
5
25% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
14
70% BS
Commodity Fingerprint Detection of industry clichés/templates.
6
40% BS
Identity & Authority Expert verifiability & Schema depth.
12
80% BS

Implement Organization and Person schema to bridge the authority gap and verify the identity of testimonial providers. Link the 22x and 10x performance claims to a public-facing data study or whitepaper to convert them from fluff to substance. Audit and remove stale ‘Limited Time’ offers that have passed the current system date. Fix the heading hierarchy on the Pro page to remove redundant H1 tags and improve structural coherence.

The site fits the HR and Recruiting category specifically as a niche talent marketplace for design professionals. The content shifts between a job board for employers and a lead-generation platform for creative freelancers.

“The score of 47 is driven by high Trust and Proof penalties (unlinked reviews and stale offers) and Identity gaps (missing schema). These are offset by strong Information Density in the pricing and feature descriptions, preventing the site from entering the High BS range.”

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