Speed Insights
Grade B
89% performance
https://linkedinformanufacturing.com
From LinkedInformanufacturing.com
LCP
716ms
Largest paint
TBT
0ms
Blocking time
CLS
0.18
Layout shift
92
out of 100
93
out of 100
126/135 rule points
100
out of 100
72/72 rule points
90
out of 100
85/94 rule points
86
out of 100
63/73 rule points
Category point breakdown
Biggest score-losing checks
For your AI agent
Share this audit’s URL with ChatGPT, Claude, or your coding agent to turn findings into fixes. Your agent can open the saved evidence below when it needs more detail; these files never start a new scan.
Agent-readable files
Strengthen answer-engine content quality
Why this needs attention
The page is technically discoverable, but its entity clarity, answer-ready copy, structured data, evidence, authorship, or freshness is not yet complete.
Search and answer systems need clear, extractable, verifiable facts in addition to crawl access and metadata.
Recommended correction
Evidence
Role-aware AEO content components: entity clarity 85/100, semantic structured data 78/100. Detected role: editorial_index (high confidence).
Priority
Priority 6: fix during launch polish.
Fix Prompt
Fix rendered axe accessibility violations
Why this needs attention
The rendered page has accessibility rule violations detected by axe-core.
axe checks the actual browser-rendered page, so these issues can affect people using keyboards, screen readers, or other assistive technology.
Recommended correction
Evidence
axe found 2 violation rule(s); 1 non-contrast rule(s) are scored here, including 0 serious or critical rule(s). Color contrast is scored once by the dedicated contrast check. 3 result(s) require review. Top rules: color-contrast (5), aria-allowed-role (1).
Priority
Priority 5: fix before sharing the page publicly.
Affected elements
LINKEDINFORMANUFACTURING.COM
Founder, TLR Consulting Group ↗
Creator of LinkedIn for Manufacturing and Manufacturing Marketing Plays
ARIA role should be appropriate for the element
Fix any of the following: ARIA role tabpanel is not allowed for given element
Fix Prompt
Add relevant structured data
Why this needs attention
The page is missing a primary JSON-LD entity that matches its actual role, or its named entity is not supported by visible content.
Structured data gives search and answer engines explicit facts about your product.
Recommended correction
Evidence
Detected 1 JSON-LD block(s). Primary types: Organization, Person, Service, WebPage, WebSite. No primary type matches the page role. The named entity is supported by visible page content.
Priority
Priority 12: fix during launch polish.
Fix Prompt
Improve schema quality and validity
Why this needs attention
The JSON-LD may parse, but its required facts, page-role relevance, visible-content agreement, or graph connections are incomplete.
Invalid structured data can be ignored by search and answer systems, even when visible page content is strong.
Recommended correction
Evidence
1 of 1 JSON-LD block(s) parsed. Semantic quality is 78/100: completeness 90/100, graph connectivity 100/100, primary types Organization, Person, Service, WebPage, WebSite, currently useful search-feature types Organization, Person, WebSite. Nested types do not count as separate schema coverage.
Priority
Priority 10: fix during launch polish.
Fix Prompt
Strengthen visual hierarchy
Why this needs attention
Rendered typography, geometry, and contrast show that the main heading is not distinct or legible enough, or that the hierarchy needs manual review.
Hierarchy tells visitors what to read first and what action to take next.
Recommended correction
Evidence
The rendered H1 is 49.7px/700 weight versus a 16px/400 median body style (3.11× size). Captured 21 supporting heading(s) and 3 action(s). The main heading has a clear rendered emphasis over body copy. 13 of 565 rendered text samples missed contrast targets, so hierarchy is not considered fully legible.
Priority
Priority 12: fix during launch polish.
Fix Prompt
SEO / AEO
Severity mix: 1 critical, 8 high, 3 medium, 1 low. Coverage: 0 review and 1 not applicable.
Security
Severity mix: 2 critical, 3 high, 0 medium, 0 low. Coverage: 0 review and 1 not applicable.
No failed checks in this category.
Accessibility
Severity mix: 0 critical, 3 high, 6 medium, 0 low. Coverage: 1 review and 0 not applicable.
Design
Severity mix: 0 critical, 3 high, 7 medium, 1 low. Coverage: 1 review and 3 not applicable.
SEO / AEO
Severity mix: 1 critical, 8 high, 3 medium, 1 low. Coverage: 0 review and 1 not applicable.
Accessibility
Severity mix: 0 critical, 3 high, 6 medium, 0 low. Coverage: 1 review and 0 not applicable.
Security
Severity mix: 2 critical, 3 high, 0 medium, 0 low. Coverage: 0 review and 1 not applicable.
No failed checks in this category.
Design
Severity mix: 0 critical, 3 high, 7 medium, 1 low. Coverage: 1 review and 3 not applicable.
Failed checks
These checks need attention.
Answer-engine content quality
Why this needs attention
The page is technically discoverable, but its entity clarity, answer-ready copy, structured data, evidence, authorship, or freshness is not yet complete.
Search and answer systems need clear, extractable, verifiable facts in addition to crawl access and metadata.
Recommended correction
Evidence
Role-aware AEO content components: entity clarity 85/100, semantic structured data 78/100. Detected role: editorial_index (high confidence). Failed: earned 21 of 25 points from partial coverage.
How FreeScan evaluates this check (opens in a new tab)Priority
Priority 6: fix during launch polish.
Fix Prompt
Relevant schema coverage
Why this needs attention
The page is missing a primary JSON-LD entity that matches its actual role, or its named entity is not supported by visible content.
Structured data gives search and answer engines explicit facts about your product.
Recommended correction
Evidence
Detected 1 JSON-LD block(s). Primary types: Organization, Person, Service, WebPage, WebSite. No primary type matches the page role. The named entity is supported by visible page content. Failed: earned 6 of 10 points from partial coverage.
How FreeScan evaluates this check (opens in a new tab)Priority
Priority 12: fix during launch polish.
Fix Prompt
Schema quality and validity
Why this needs attention
The JSON-LD may parse, but its required facts, page-role relevance, visible-content agreement, or graph connections are incomplete.
Invalid structured data can be ignored by search and answer systems, even when visible page content is strong.
Recommended correction
Evidence
1 of 1 JSON-LD block(s) parsed. Semantic quality is 78/100: completeness 90/100, graph connectivity 100/100, primary types Organization, Person, Service, WebPage, WebSite, currently useful search-feature types Organization, Person, WebSite. Nested types do not count as separate schema coverage. Failed: earned 7 of 8 points from partial coverage.
How FreeScan evaluates this check (opens in a new tab)Priority
Priority 10: fix during launch polish.
Fix Prompt
Basic contrast
Why this needs attention
The scanner found text/background color pairs that may be hard to read, or could not verify contrast.
Low contrast makes a launch page feel less polished and can exclude users with low vision.
Recommended correction
Evidence
13 of 565 rendered text color sample(s) across captured viewports missed WCAG contrast targets. Worst rendered ratio: 1.15. Mobile 390px viewport: 4 of 459 failed; worst ratio 3.57:1. Failed: earned 0 of 8 points.
How FreeScan evaluates this check (opens in a new tab)Priority
Priority 20: lower-risk cleanup after urgent launch blockers.
Affected elements
How we help
The 5C system
Resources
Programs
Fix Prompt
Rendered axe accessibility violations
Why this needs attention
The rendered page has accessibility rule violations detected by axe-core.
axe checks the actual browser-rendered page, so these issues can affect people using keyboards, screen readers, or other assistive technology.
Recommended correction
Evidence
axe found 2 violation rule(s); 1 non-contrast rule(s) are scored here, including 0 serious or critical rule(s). Color contrast is scored once by the dedicated contrast check. 3 result(s) require review. Top rules: color-contrast (5), aria-allowed-role (1). Failed: earned 17 of 18 points from partial coverage.
How FreeScan evaluates this check (opens in a new tab)Priority
Priority 5: fix before sharing the page publicly.
Affected elements
LINKEDINFORMANUFACTURING.COM
Founder, TLR Consulting Group ↗
Creator of LinkedIn for Manufacturing and Manufacturing Marketing Plays
ARIA role should be appropriate for the element
Fix any of the following: ARIA role tabpanel is not allowed for given element
Fix Prompt
Rendered composition and spacing
Why this needs attention
Rendered geometry found cramped text, overly long lines, undersized body copy, or too many competing actions in the first viewport.
Consistent spacing helps the page feel deliberate and easier to scan.
Recommended correction
Evidence
Desktop 1366px: 3 unique above-fold action(s), 10 body sample(s) below 14px, 0 cramped line-height sample(s), and 2 overlong line sample(s). Mobile 390px: 3 unique above-fold action(s), 10 body sample(s) below 14px, 0 cramped line-height sample(s), and 0 overlong line sample(s). Repeated CTA labels are deduplicated and do not earn extra credit. Failed: earned 2 of 7 points from partial coverage.
How FreeScan evaluates this check (opens in a new tab)Priority
Priority 25: lower-risk cleanup after urgent launch blockers.
Fix Prompt
Visual hierarchy
Why this needs attention
Rendered typography, geometry, and contrast show that the main heading is not distinct or legible enough, or that the hierarchy needs manual review.
Hierarchy tells visitors what to read first and what action to take next.
Recommended correction
Evidence
The rendered H1 is 49.7px/700 weight versus a 16px/400 median body style (3.11× size). Captured 21 supporting heading(s) and 3 action(s). The main heading has a clear rendered emphasis over body copy. 13 of 565 rendered text samples missed contrast targets, so hierarchy is not considered fully legible. Failed: earned 6 of 9 points from partial coverage.
How FreeScan evaluates this check (opens in a new tab)Priority
Priority 12: fix during launch polish.
Fix Prompt
Page-level AEO readiness
Shared eligibility and content signals that affect every search and answer agent.
Index and citation eligibility
No general noindex directive was detected.
Snippet and answer controls
No general nosnippet or max-snippet:0 control was detected.
Canonical alignment
The canonical resolves to the scanned public URL.
Sitemap coverage and freshness
The exact URL appears in the fetched sitemap with lastmod 2026-09-05.
Structured data
Semantic schema score 78/100. Detected 1 JSON-LD block(s), 0 parse error(s), 6 graph node(s), and primary types Organization, Person, Service, WebPage, WebSite. Completeness: 90/100. Graph connectivity: 100/100. No primary schema type matched the detected page role. The schema entity is supported by visible page content.
Public or paywalled content
No isAccessibleForFree structured-data value was detected.
Entity clarity
Entity alignment scored 85/100 for “Manufacturing LinkedIn® enablement that turns your team into a growth channel.”. Title/H1 token overlap is 50%; description match detected; identity schema detected.
Answer-ready visible text
Answerability is contextual for the detected editorial_index page role and does not affect readiness.
Authorship and accountability
Authorship is not a universal requirement for the detected editorial_index page role.
Published or updated date
Freshness metadata is contextual for the detected editorial_index page role.
Supporting-source links
Supporting sources are contextual for the detected editorial_index page role and do not affect readiness.
Rendered content availability
Rendered audit completed with 229 visible text element(s).
Synthetic search-agent reachability
8 of 8 completed search/discovery User-Agent probes returned reachable content.
Optional LLM-readable summary
No llms.txt file was found; this is optional and does not reduce core AEO readiness.
OpenAIChatGPT searchOAI-SearchBotPASS · ALLOWED · Toggle crawler details
AI search
Robots: allowed by * allow: / · line 2
Synthetic probe: reachable · HTTP 200 · 100% sampled-content parity
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
OpenAIOpenAI model trainingGPTBotPOLICY ALLOWED · Toggle crawler details
Model training
Robots: allowed by * allow: / · line 2
Synthetic probe: not applicable to this policy control
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
OpenAIChatGPT user fetchesChatGPT-UserUNKNOWN · Toggle crawler details
User-requested fetch
Robots: not applicable to user-requested fetches
Synthetic probe: not tested · access is unverified
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
AnthropicClaude model trainingClaudeBotPOLICY ALLOWED · Toggle crawler details
Model training
Robots: allowed by * allow: / · line 2
Synthetic probe: not applicable to this policy control
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
AnthropicClaude searchClaude-SearchBotPASS · ALLOWED · Toggle crawler details
AI search
Robots: allowed by * allow: / · line 2
Synthetic probe: reachable · HTTP 200 · 100% sampled-content parity
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
AnthropicClaude user fetchesClaude-UserPASS · ALLOWED · Toggle crawler details
User-requested fetch
Robots: allowed by * allow: / · line 2
Synthetic probe: reachable · HTTP 200 · 100% sampled-content parity
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
GoogleGoogle Search and AI featuresGooglebotPASS · ALLOWED · Toggle crawler details
Search and discovery
Robots: allowed by * allow: / · line 2
Synthetic probe: reachable · HTTP 200 · 100% sampled-content parity
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
GoogleGemini data use and groundingGoogle-ExtendedPOLICY ALLOWED · Toggle crawler details
Data-use policy control
Robots: allowed by * allow: / · line 2
Synthetic probe: not applicable to this policy control
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
MicrosoftBing and CopilotBingbotPASS · ALLOWED · Toggle crawler details
Search and discovery
Robots: allowed by * allow: / · line 2
Synthetic probe: reachable · HTTP 200 · 100% sampled-content parity
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
PerplexityPerplexity searchPerplexityBotPASS · ALLOWED · Toggle crawler details
AI search
Robots: allowed by * allow: / · line 2
Synthetic probe: reachable · HTTP 200 · 100% sampled-content parity
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
PerplexityPerplexity user fetchesPerplexity-UserUNKNOWN · Toggle crawler details
User-requested fetch
Robots: not applicable to user-requested fetches
Synthetic probe: not tested · access is unverified
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
AppleSiri, Spotlight, and Safari searchApplebotPASS · ALLOWED · Toggle crawler details
Search and discovery
Robots: allowed by * allow: / · line 2
Synthetic probe: reachable · HTTP 200 · 100% sampled-content parity
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
AppleApple foundation-model trainingApplebot-ExtendedPOLICY ALLOWED · Toggle crawler details
Data-use policy control
Robots: allowed by * allow: / · line 2
Synthetic probe: not applicable to this policy control
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
Mistral AIMistral searchMistralAI-IndexPASS · ALLOWED · Toggle crawler details
AI search
Robots: allowed by * allow: / · line 2
Synthetic probe: reachable · HTTP 200 · 100% sampled-content parity
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
Mistral AIMistral user fetchesMistralAI-UserPASS · ALLOWED · Toggle crawler details
User-requested fetch
Robots: allowed by * allow: / · line 2
Synthetic probe: reachable · HTTP 200 · 100% sampled-content parity
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
MetaMeta AI model and product datameta-externalagentPOLICY ALLOWED · Toggle crawler details
Model training
Robots: allowed by * allow: / · line 2
Synthetic probe: not applicable to this policy control
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
MetaMeta AI user fetchesmeta-externalfetcherPASS · ALLOWED · Toggle crawler details
User-requested fetch
Robots: allowed by * allow: / · line 2
Synthetic probe: reachable · HTTP 200 · 100% sampled-content parity
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
AmazonAmazon model trainingAmazonbotPOLICY ALLOWED · Toggle crawler details
Model training
Robots: allowed by * allow: / · line 2
Synthetic probe: not applicable to this policy control
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
AmazonAlexa and Rufus searchAmzn-SearchBotPASS · ALLOWED · Toggle crawler details
AI search
Robots: allowed by * allow: / · line 2
Synthetic probe: reachable · HTTP 200 · 100% sampled-content parity
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
AmazonAlexa user fetchesAmzn-UserPASS · ALLOWED · Toggle crawler details
User-requested fetch
Robots: allowed by * allow: / · line 2
Synthetic probe: reachable · HTTP 200 · 100% sampled-content parity
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
Common CrawlOpen web datasetsCCBotPOLICY ALLOWED · Toggle crawler details
Model training
Robots: allowed by * allow: / · line 2
Synthetic probe: not applicable to this policy control
Controls: robots meta: index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1
Ready combines robots policy, a bounded synthetic User-Agent fetch, indexability, and snippet eligibility. Synthetic probes do not prove vendor-origin traffic. Preference states are training or data-use choices and do not lower the AEO score.
The image refreshes from FreeScan after a completed rescan. Clicking it always opens the newest public report saved for this exact scanned URL.
Scan evidence is included as untrusted data. The implementation brief instructs agents to verify findings before editing and to avoid destructive or speculative changes.
