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Fragment.ai SEO Analysis

Live report for Fragment.ai — on-page score 90% and AI visibility 51%, across 63 checks.

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https://fragment.ai
Live homepage screenshot of Fragment.ai captured by SEOVally SEOVally Preview ⟳ Weekly refresh

SEO Report Full technical & on-page analysis of Fragment.ai

Score guide 80–100% · Pass 50–79% · Warning <50% · Critical
On-Page SEO Score
90
SEO Score
0 Critical 0 Warnings 6 Sections
🤖 AI Visibility Score
51
AI Score
4 Critical 0 Warnings 5 Categories
🎯 Priority Fixes
📋 Page Snapshot
Open Fragment.ai ↗
Title
Fragment | Automate Procurement Workflows, End to End
Meta description
Fragment's AI agents resolve invoice exceptions, PO mismatches, and supplier disputes autonomously. No rip and replace. No implementation project.
H1 heading
Automate procurement workflows,end to end.
Word count
718 words
Internal / External links
26 / 5
Response time
0.4 sec
File size
98.2 KB
Language
en
📊 On-Page SEO Checks Tap a section to expand its individual checks.
Meta Data 12 passed
100% ▶
✓
Title Very important 3/3
iThe page title is: Fragment | Automate Procurement Workflows, End to End
✓The length of the page title is perfect. (300 pixels out of 580 max pixel length)
iDuplicate words in title: end
✓
Meta description Very important 2/2
iThe meta description is: Fragment's AI agents resolve invoice exceptions, PO mismatches, and supplier disputes autonomously. No rip and replace. No implementation project.
✓The length of the meta description is perfect. (667 pixels out of 1000 max pixel length)
✓
Crawlability Very important 1/1
✓There are no problems in accessing the page.
✓
Canonical link Important 2/2
iCanonical URL: https://fragment.ai
✓There is a valid canonical link specified.
✓
Language Low 4/4
iThe following language is defined in the HTML code: en
✓Language detected in text: en
iServer location could not be determined in single-URL mode.
✓
Alternate/hreflang links Low 1/1
iThere are no alternate links specified on this page.
✓
Other meta tags Low 2/2
iThere is no rel=next meta tag on this page.
iThere is no rel=prev meta tag on this page.
✓
Domain Low 3/3
✓The domain is not a subdomain.
✓The domain length works well.
✓The domain name does not contain any non-Latin characters.
✓
Page URL Low 3/3
✓No parameters were found in the URL.
✓No session ID was found in the URL.
✓The URL does not have too many subdirectories.
✓
Charset encoding Low 1/1
✓The charset encoding (UTF-8) is set correctly.
✓
Doctype Nice to have 2/2
✓The doctype HTML 5 is set correctly.
✓The doctype is placed first in the HTML code.
✓
Favicon Nice to have 1/1
✓The favicon is linked correctly.
Page Quality 6 passed 1 warning 1 failed
80% ▶
!
Content Very important 8/11
✓The word count of 718 words is fine.
i24.7% of the text are stop words.
✓Keywords used in the page title are also used in the page content. That's good!
✓Keywords from the page title are used in H1 headings.
✓17 paragraphs (text blocks) were found on this page.
✓The text content is perfect.
✓Placeholder text found:
✓1 duplicate paragraph(s) detected.
✓The average sentence length of 16.7 words is good.
✓
Frames Very important 1/1
✓This page does not use a frameset.
✓
Mobile optimization Low 2/2
✓A viewport (width=device-width, initial-scale=1) is provided.
✓One or more Apple Touch icons are specified.
✓
Strong and bold tags Low 1/1
✓The usage of strong and bold tags is perfect (0 tags, recommended max ~14).
✗
Image SEO Low 0/1
✗9 of 9 images are missing ALT text.
✓
Social media Nice to have 1/1
✓Open Graph tags are properly configured for social sharing.
✓
Additional markup Nice to have 1/1
✗No additional page markup was found.
✓
HTTPS Low 2/2
✓This page uses HTTPS to protect the privacy and integrity of information exchanged.
✓All included files are also transferred via HTTPS.
Page Structure 2 passed
100% ▶
✓
H1 heading Very important 2/2
✓The H1 heading is perfect: "Automate procurement workflows,end to end."
✓
Headings Important 1/1
✓The heading structure is perfect.
✓Heading levels used: H1, H2, H2, H2, H2
Server Configuration 2 passed 1 warning
83% ▶
!
HTTP redirects Very important 1/2
iThe page redirects from https://fragment.ai to https://fragment.ai/
✓The redirect of URLs with www and non-www subdomain is configured correctly.
✓
HTTP header Important 2/2
✓No X-Powered HTTP header is sent.
✓This page uses compression for data transfer.
✓
Performance Low 2/2
✓The HTML page response time of 0.4 seconds is below the target of 0.4 seconds.
✓The file size of the HTML document is fine. (98.2 kB)
External Factors 1 passed
100% ▶
✓
Backlinks Very important 4/4
iBacklink data requires external API access. Full analysis available in the crawler app.
iThis page appears to have links from other websites.
iFor complete backlink analysis, use the dedicated Backlink Checker tool.
iBacklink quality and quantity affect domain authority and rankings.
🤖 AI Crawler Friendliness How well AI search engines & crawlers can access your content.
AI Bot Access Status — robots.txt
BotRobots.txt StatusDetail
OpenAI GPTBot🟡 Not mentioned
OpenAI ChatGPT-User🟡 Not mentioned
Anthropic ClaudeBot🟡 Not mentioned
Anthropic Claude-Web🟡 Not mentioned
PerplexityBot🟡 Not mentioned
Common Crawl CCBot🟡 Not mentioned
Google Extended🟡 Not mentioned
Apple Applebot-Extended🟡 Not mentioned
Amazon Amazonbot🟡 Not mentioned
iAll AI bots have access (allowed or not mentioned = default allowed).
✓Googlebot and AI bots have consistent access policies.
✓llms.txt found and well-structured (15716 bytes, with H1 + links).
✓No AI-restrictive meta tags (noai, noimageai).
Why 38%? Page appears server-side rendered. All content directly accessible to AI crawlers.
✓Page appears server-side rendered. All content directly accessible to AI crawlers.
iOnly 1/5 headings have extractable answers. AI systems favor pages where each section answers its heading.
✗No FAQ/HowTo/definition patterns found. Add structured Q&A content for AI systems.
iLow text density: 5.0%. Mostly code/scripts — little extractable text for AI.
Why 33%? No RSS/Atom feed found. Consider adding one for bot-consumable content.
✗No RSS/Atom feed found. Consider adding one for bot-consumable content.
✗No IndexNow support. Consider implementing for faster indexing.
✓XML sitemap found. Helps AI crawlers discover and prioritize pages.
✗No explicit content licensing found. Consider adding license metadata.
✓HTTPS enabled. Secure connections preferred by AI crawlers.
Why 33%? Page type: general. No recommended schemas found. Add: Organization, WebPage, BreadcrumbList
✗Page type: general. No recommended schemas found. Add: Organization, WebPage, BreadcrumbList
✓1 valid JSON-LD block(s). No syntax errors detected.
✓Schema name "Fragment" doesn't match page title "Fragment | Automate Procurement Workflows, End to ". Mismatches reduce AI trust.
Why 14%? No author byline or Person schema. Add visible author + JSON-LD Person for E-E-A-T.
✗No author byline or Person schema. Add visible author + JSON-LD Person for E-E-A-T.
✗No publication/update date found. Add visible dates + schema datePublished/dateModified.
i5 outbound links but none from highly authoritative domains (.edu, .gov, Wikipedia).
✗No Organization/LocalBusiness schema. Add brand entity markup for AI systems.
🧭 Deep SEO Audit 16 weighted categories · computed natively, no third-party API.
86/100
26
Internal Links
5
External Links
9
Images
135 KB
Images Size
10
Scripts
18 KB
Scripts Size
4,962
Text Size
4.93%
Text Ratio
📊 Audit Categories
16 weighted categories · click a category to expand its full row of checks.
✓
Title Tag Present PASS
Title tag found: "Fragment | Automate Procurement Workflows, End to End"
✓
Title Tag Length PASS
Title length is 53 characters (good)
✓
Meta Description Present PASS
Meta description found (146 chars)
✓
Meta Description Length PASS
Meta description is 146 characters (good)
✓
Canonical URL Present PASS
Canonical URL found: https://fragment.ai
✓
Canonical URL Valid PASS
Canonical URL is valid: https://fragment.ai
✓
Viewport Meta Tag PASS
Viewport meta tag found
✓
Favicon Present PASS
Favicon found
✓
H1 Tag Present PASS
H1 found: "Automate procurement workflows, end to end."
✓
Single H1 Tag PASS
Page has exactly one H1 tag
✓
Robots Meta Directives PASS
No restrictive robots directives found
✓
No Snippet Blocking PASS
Page allows search snippets
✓
Canonical Header Validation PASS
Canonical specified via single source
✓
Conflicting Canonical URLs PASS
At most one canonical source found
!
Canonical Not Pointing to Homepage WARN
This is the homepage
✓
Canonical Protocol Match PASS
Canonical protocol matches page protocol
✓
Canonical Loop Detection PASS
Canonical is self-referencing
✓
Canonical and Noindex Conflict PASS
Page does not have noindex directive
!
Text-to-HTML Ratio WARN
Text-to-HTML ratio is 5.0% (minimum 10% recommended)
✓
Meta Description Pixel Width PASS
Meta description may be truncated in SERPs: ~865.8px (max 920px recommended)
✓
Word Count PASS
Page has 726 words (300+ recommended for strong topic coverage)
✓
Keyword in Title PASS
Primary keyword "fragment" in title
✓
Keyword in First 100 Words PASS
Primary keyword appears in the first 100 words
✓
Paragraph Structure PASS
Page has 17 paragraph(s) (4+ recommended)
✓
Average Sentence Length PASS
Average sentence length is 17.2 words (<=20 recommended)
✓
Stop Word Ratio PASS
Stop words make up 16.5% of the text
✓
Filler Text PASS
No filler or placeholder text detected
✓
Text Size PASS
Text size is 5051 characters
✓
Multiple Content Sections PASS
Page content is organized into sections
✓
Keyword Cannibalization Risk PASS
Single page analysis — no cannibalization detected
✓
DOM Size PASS
DOM has 454 elements (recommended: <800)
!
Render-Blocking Resources WARN
2 render-blocking script(s) in <head>
ElementValueIssue
scripthttps://ajax.googleapis.com/ajax/libs/webfont/1.6.26/webfont.jsmissing async, defer, or type="module"
scripthttps://cdn.prod.website-files.com/69675d6a6e75a8f7e51e74d0%2F66ba5a08efe71070f98dd10a%2F69d0594273867e5781f3f4bd%2Fphb553vs-1.1.1.jsmissing async, defer, or type="module"
✓
Preconnect Hints PASS
Preconnect hints checked
✓
Text Compression PASS
Compression enabled (gzip)
✓
Page Weight PASS
HTML is 98.2KB (recommended: <100KB)
!
Brotli Compression WARN
No Brotli compression detected
!
Minify Inline JS WARN
4 inline <script> block(s) appear unminified
✓
Inline JS Size PASS
22KB inline JS (recommended: <50KB)
✓
HTTP/2+ Support PASS
HTTP/2+ confirmed (alt-svc header present)
✓
Initial Server Response PASS
Main document took 403ms to respond (recommended: <800ms)
✓
CSS Resource Count PASS
1 stylesheet(s)
✓
JavaScript Resource Count PASS
10 external script(s)
!
Resource Cache Headers WARN
No Cache-Control header on the document
!
LCP Image Hints WARN
LCP image hints require full rendering — check largest above-fold image has width/height and priority hints
✓
Minified CSS PASS
Inline styles appear compact
✓
Image Lazy Loading PASS
Below-fold images use lazy loading
!
Image Filename Quality WARN
9 image(s) with non-descriptive filenames
ElementValueIssue
imagehttps://cdn.prod.website-files.com/69675d6a6e75a8f7e51e74d0/6968a8a9ba35ec69f143304d_5af10non-descriptive filename
imagehttps://cdn.prod.website-files.com/69675d6a6e75a8f7e51e74d0/6968a8a9ba35ec69f143304e_10a71non-descriptive filename
imagehttps://cdn.prod.website-files.com/69675d6a6e75a8f7e51e74d0/69b9354ceb92e48d1dfb3a71_0bb14non-descriptive filename
imagehttps://cdn.prod.website-files.com/69675d6a6e75a8f7e51e74d0/696790d2a427179a891b25f4_Framenon-descriptive filename
imagehttps://cdn.prod.website-files.com/69675d6a6e75a8f7e51e74d0/696790f3166d9dd10fe38613_Framenon-descriptive filename
✗
Alt Text Present FAIL
9 image(s) missing alt text
ElementValueIssue
imagehttps://cdn.prod.website-files.com/69675d6a6e75a8f7e51e74d0/6968a8a9ba35ec69f143304d_5af10missing alt
imagehttps://cdn.prod.website-files.com/69675d6a6e75a8f7e51e74d0/6968a8a9ba35ec69f143304e_10a71missing alt
imagehttps://cdn.prod.website-files.com/69675d6a6e75a8f7e51e74d0/69b9354ceb92e48d1dfb3a71_0bb14missing alt
imagehttps://cdn.prod.website-files.com/69675d6a6e75a8f7e51e74d0/696790d2a427179a891b25f4_Framemissing alt
imagehttps://cdn.prod.website-files.com/69675d6a6e75a8f7e51e74d0/696790f3166d9dd10fe38613_Framemissing alt
✓
Alt Text Quality PASS
Alt text is descriptive
!
Explicit Dimensions WARN
9 image(s) missing width/height attributes (causes layout shift)
✓
Next-Gen Formats PASS
7/9 images use WebP/AVIF
✓
Decorative Images PASS
Decorative images with empty alt are correctly marked
✓
Image Count PASS
9 images on the page (20+ can hurt load time)
!
Oversized Images WARN
Image byte sizes require full download; check for images displayed smaller than their natural size
✓
Responsive Images PASS
Responsive srcset used
✓
Image Links PASS
Linked images checked
!
Duplicate Image Alt WARN
Check for repeated identical alt text across images
✓
HTTPS Enabled PASS
Served over HTTPS
✓
HSTS Header PASS
Strict-Transport-Security header present
!
Content Security Policy WARN
No Content Security Policy found
!
X-Frame-Options WARN
Missing X-Frame-Options header (clickjacking risk)
!
External Links Security WARN
5 external link(s) with target="_blank" missing rel="noopener"
ElementValueIssue
linkhttps://trust.fragmentdata.com/missing rel="noopener"
linkhttps://docs.google.com/document/d/1EDSzrL_rr3NBS6UtApaITNH1d-QeUiK34sBiGtUVp1M/edit?usp=smissing rel="noopener"
linkhttps://docs.google.com/document/d/1Up9-_NHR3OS_RgrkEj-FDZMvcJmCTAoK-0-Yy0TXDC0/edit?usp=smissing rel="noopener"
linkhttps://www.linkedin.com/company/fragment-data-technologies/missing rel="noopener"
linkhttps://x.com/fragmentdatamissing rel="noopener"
!
Permissions Policy WARN
Missing Permissions-Policy header
!
Referrer Policy WARN
Missing Referrer-Policy header
✓
Mixed Content PASS
No mixed content
✓
Secure Cookies PASS
Cookie security reviewed
✓
Subresource Integrity PASS
SRI integrity attributes found on scripts
!
X-Content-Type-Options WARN
Missing X-Content-Type-Options header
!
Server Header Disclosure WARN
Server header discloses: cloudflare
!
Clickjacking Protection WARN
No clickjacking protection detected
✓
HTTPS Redirect PASS
HTTP traffic redirects to HTTPS
!
Interactive Element Labels WARN
1 interactive element(s) lack discernible text
ElementValueIssue
a/no discernible text
✓
Form Input Labels PASS
All form inputs have associated labels
!
Skip Navigation Link WARN
No skip-to-content link found among the first links in the page
✓
Heading Order PASS
Headings appear in sequentially-descending order
✓
HTML Lang Attribute PASS
<html> lang attribute: en
✓
Image Alt Attributes PASS
All images have alt attributes
✓
Link Names PASS
Links have discernible names
✓
ARIA Usage PASS
ARIA attributes appear valid (static analysis)
!
Color Contrast WARN
Automatic contrast checking requires rendering — verify text meets 4.5:1 contrast
✓
Focus & Tabindex PASS
No tabindex > 0 used
✓
Touch Targets PASS
Interactive targets reviewed for sufficient size
✓
Landmark / Main Region PASS
Document has a <main> landmark
✓
Structured Data Present PASS
Found 1 JSON-LD block(s)
✓
Structured Data Valid JSON PASS
All 1 JSON-LD block(s) are valid JSON
✓
Schema Type Present PASS
Schema types found: WebSite
✓
Required Schema Fields PASS
All schemas have required fields
!
FAQ Schema WARN
No FAQPage schema found
!
Organization Schema WARN
No Organization schema found
!
WebSite Search Schema WARN
No WebSite SearchAction schema found
✓
og:title PASS
og:title — "Fragment | Automate Procurement Workflows, End to End"
✓
og:description PASS
og:description — "Fragment's AI agents resolve invoice exceptions, PO mismatches, and supplier disputes auto"
✓
og:image PASS
og:image — https://cdn.prod.website-files.com/69675d6a6e75a8f7e51e74d0/696f51fec7dea1d15ebd69f0_og-im
!
og:url WARN
Missing og:url
✓
og:type PASS
og:type — website
!
og:site_name WARN
Missing og:site_name
✓
twitter:card PASS
twitter:card — summary_large_image
!
twitter:title/image WARN
twitter:title or twitter:image missing
!
Social Share Buttons WARN
No social media share buttons or links detected
!
Contact Page Link WARN
No link to a contact page found
!
Author Byline WARN
No author byline found — adding author attribution improves E-E-A-T
!
Author Expertise Signals WARN
No author expertise signals found (bio, credentials)
✓
Content Dates PASS
Publication/modification date found
!
Physical Address WARN
No physical address found
!
Trust Signals WARN
No trust signals detected (badges, reviews, certifications)
✓
About Page Link PASS
About page referenced
!
Privacy Policy Link WARN
No privacy policy link found
!
Terms of Service Link WARN
No terms of service link found
!
Reviews & Testimonials WARN
No reviews or testimonials section
✓
Cited Sources PASS
Content cites sources
!
Professional Credentials WARN
No professional credentials mentioned
!
Consistent NAP WARN
Verify business name/address/phone consistency across pages
!
E-E-A-T Content Depth WARN
Content is thin — expand it to demonstrate expertise
!
URL Slug Keywords WARN
Homepage URL — no slug to check
✓
No Stop Words in URL PASS
No stop words found in URL
✓
No Uppercase in URL PASS
URL path is lowercase
✓
No Underscores in URL PASS
URL uses hyphens (not underscores)
✓
No Double Slash in Path PASS
No double slashes in URL path
✓
No Spaces in URL PASS
No spaces in URL
✓
No Non-ASCII in URL PASS
URL uses ASCII characters only
✓
URL Length PASS
URL is 20 characters (good)
✓
No Repetitive Path Segments PASS
No repeated URL segments
✓
URL Parameters PASS
No query parameters
✓
No Session IDs in URL PASS
No session IDs in URL
✓
No Tracking Parameters PASS
No tracking parameters in URL
✓
No Internal Search URLs PASS
Not a search results page
✓
Readable Font Size PASS
No inline font sizes below 12px detected
✓
Viewport Uses device-width PASS
Viewport uses width=device-width
✓
Single Viewport Tag PASS
Single viewport meta tag
✓
No Intrusive Interstitials PASS
No intrusive interstitials detected (static analysis)
✓
No Horizontal Scroll PASS
No major horizontal scroll issues detected (static analysis)
✓
Single Title Element PASS
1 <title> element found
✓
HTML Doctype PASS
HTML doctype declared
✓
Charset Declared PASS
Character encoding declared
✓
Meta Refresh PASS
No meta refresh redirect
!
Duplicate IDs WARN
1 duplicate ID(s): path-1-inside-1_6198_14489
✓
Obsolete Tags PASS
No obsolete HTML tags
✓
Inline Event Handlers PASS
No inline event handlers
✓
Tag Balance PASS
Document parses without structural warnings (BeautifulSoup)
✓
Case Consistency PASS
HTML tag case is consistent
✓
No Meta Refresh Redirect PASS
No meta refresh redirect
✓
No JavaScript Redirect PASS
No JavaScript redirects detected
✓
No HTTP Refresh Header PASS
No HTTP Refresh header
✓
Redirect Type PASS
HTTP 200 — no redirect
✓
No HTTP Resource URLs on HTTPS PASS
All resources use HTTPS
!
llms.txt Reference WARN
No llms.txt reference found — consider adding one for AI discoverability
✓
AI Crawler Access PASS
AI crawlers allowed in robots.txt
✓
Structured Data for AI PASS
1 JSON-LD block(s) help AI parse the page
✓
Content Extractability PASS
726 words of extractable text
✓
Semantic HTML PASS
Semantic landmarks (main/article/nav) present
✓
HTML Lang Attribute PASS
Lang attribute: en
!
Hreflang Tags WARN
No hreflang tags (single-language site)
✓
No Hreflang on Noindex Pages PASS
No hreflang on noindex pages
!
Hreflang Self-Reference WARN
No hreflang tags to check
📐 Heading Structure
The H1–H6 hierarchy found on this page.
H11 found
  1. Automate procurement workflows, end to end.
H24 found
  1. Begin realizing cost savings within days of deployment.
  2. Most companies spend quarters to years trying to get AI agents to work and deliver ROI.
  3. Built to eliminate the manual rework and exceptions that plague procurement workflows.
  4. Come build.
📣 Social Media Preview
How the page appears when shared on social and search.
Meta TagValue
og:descriptionFragment's AI agents resolve invoice exceptions, PO mismatches, and supplier disputes autonomously. No rip and replace. No implementation project.
og:imagehttps://cdn.prod.website-files.com/69675d6a6e75a8f7e51e74d0/696f51fec7dea1d15ebd69f0_og-image-1200x630px(1).png
og:site_name—
og:titleFragment | Automate Procurement Workflows, End to End
og:typewebsite
og:url—
twitter:cardsummary_large_image
twitter:descriptionFragment's AI agents resolve invoice exceptions, PO mismatches, and supplier disputes autonomously. No rip and replace. No implementation project.
twitter:image—
twitter:titleFragment | Automate Procurement Workflows, End to End
🧾 Page Details
FactorValueStatus
Page Title Fragment | Automate Procurement Workflows, End to End Optimized
Meta Description Fragment's AI agents resolve invoice exceptions, PO mismatches, and supplier disputes autonomously. No rip and replace. No implementation project. Optimized
H1 Tag Automate procurement workflows,end to end. Optimized
Word Count 718 Good
Internal Links 26 Connected
External Links 5 Outbound
Images 9 Visual
Canonical URL https://fragment.ai Set
Response Time 402.71ms Fast
HTTPS Yes Secure
Structured Data 1 schema(s) Schema Found
Charset UTF-8 Set
Favicon Yes Present
🧰 Run More Checks on Fragment.ai
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Report generated by SEOVally — free SEO checker. Scores are estimates for guidance only.
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