Content - https://tensorflow.org BeaverCheck Audit

D

Links

Action

176 links checked, 168 healthy, 6 broken

FIX

176 links checked, 168 healthy, 6 broken

168 of 176 links are healthy

Broken link: https://www.gstatic.com

Found in <link href>. Returns HTTP 404.

Got: HTTP 404

Broken link: https://fonts.googleapis.com

Found in <link href>. Returns HTTP 404.

Got: HTTP 404

Broken link: https://tensorflow.org/static/en/site-assets/images/marke...

Found in <link href>. Returns HTTP 404.

Got: HTTP 404

Broken link: https://www.tensorflow.org/lite/api_docs

Found in <a href>. Returns HTTP 404.

Got: HTTP 404

Long redirect chain: https://www.tensorflow.org/_d/signin?continue=h... (3 hops)

Broken link: https://tensorflow.org/lite/api_docs

Found in <a href>. Returns HTTP 404.

Got: HTTP 404

Long redirect chain: https://youtube.com/tensorflow (3 hops)

Broken link: https://tensorflow.org/extras/tensorflow_brand_guidelines...

Found in <a href>. Returns HTTP 404.

Got: HTTP 404

176 total 164 healthy 6 broken 6 redirects

Broken Links (6)

Status	URL	Found in	Error
404	https://www.gstatic.com	`<link>`	Not Found
404	https://fonts.googleapis.com	`<link>`	Not Found
404	https://tensorflow.org/static/en/site-assets/image...	`<link>`	Not Found
404	https://www.tensorflow.org/lite/api_docs	`<a>`	Not Found
404	https://tensorflow.org/lite/api_docs	`<a>`	Not Found
404	https://tensorflow.org/extras/tensorflow_brand_gui...	`<a>`	Not Found

Redirects (6)

URL	Destination	Found in
https://www.tensorflow.org/api	https://www.tensorflow.org/api	`<a>`
https://www.tensorflow.org/api/stable	https://www.tensorflow.org/api/stable	`<a>`
https://www.tensorflow.org/tfx/api_docs	https://www.tensorflow.org/tfx/api_docs	`<a>`
https://tensorflow.org/api/stable	https://tensorflow.org/api/stable	`<a>`
https://tensorflow.org/tfx/api_docs	https://tensorflow.org/tfx/api_docs	`<a>`
https://tensorflow.org/subscribe/latest	https://tensorflow.org/subscribe/latest	`<a>`

200 https://tensorflow.org/_pwa/tensorflow/manifest.json <link>

200 https://www.google-analytics.com <link>

200 https://fonts.googleapis.com/css?family=Google+Sans:400,500|... <link>

200 https://fonts.googleapis.com/css2?family=Material+Icons&fami... <link>

200 https://www.gstatic.com/devrel-devsite/prod/v579073a50c63499... <link>

200 https://www.tensorflow.org/ <link>

200 https://www.tensorflow.org/s/opensearch.xml <link>

200 https://www.tensorflow.org/?hl=zh-cn <link>

200 https://www.tensorflow.org/?hl=zh-tw <link>

200 https://www.tensorflow.org/?hl=fr <link>

200 https://www.tensorflow.org/?hl=ja <link>

200 https://www.tensorflow.org/?hl=ko <link>

200 https://www.tensorflow.org/?hl=pt-br <link>

200 https://www.tensorflow.org/?hl=es-419 <link>

200 https://www.googletagmanager.com/gtag/js?id=G-64EQFFKSHW&l=a... <script>

200 https://www.googletagmanager.com/gtm.js?id=GTM-NDV7K7V5&l=at... <script>

200 https://www.youtube.com/s/player/1bb6ee63/www-widgetapi.vfls... <script>

200 https://www.gstatic.com/devrel-devsite/prod/v579073a50c63499... <script>

200 https://fonts.googleapis.com/css?family=Google+Sans:+400,500... <link>

200 https://www.gstatic.com/devrel-devsite/prod/v579073a50c63499... <script>

B

Structured Data

2 JSON-LD block(s) found — some improvements recommended.

REVIEW

2 JSON-LD block(s) found — some improvements recommended.

Missing or invalid @context in block #1

The @context should be "https://schema.org" for search engines to recognize the data.

Got: http://schema.org/ Expected: https://schema.org

Missing recommended property "sameAs" for Organization

Adding "sameAs" can improve how search engines display your content.

Missing recommended property "description" for WebSite

Adding "description" can improve how search engines display your content.

2 JSON-LD blocks found

URL: http://schema.org/

The @context should be "https://schema.org" for search engines to recognize the data.

Expected: https://schema.org

Why this matters

JSON-LD without @context is invalid structured data — Google ignores the entire block.

Learn more ▾

@context must be 'https://schema.org' (or the schema-specific URL). Without it, the block isn't parseable as schema.org JSON-LD and Google skips it. Most schema generators handle this; manual edits sometimes drop the field.

Source: JSON-LD spec / schema.org

Adding "sameAs" can improve how search engines display your content.

Why this matters

Recommended schema properties unlock richer SERP layouts — without them you get the basic rich result instead of the enhanced one.

Learn more ▾

Recommended properties expand what Google can render. E.g., adding aggregateRating to Product unlocks star ratings; adding image to Article unlocks the image-card variant. Each recommended property is a direct SERP-real-estate gain.

Source: Google Search Central / schema.org

Adding "description" can improve how search engines display your content.

Why this matters

Recommended schema properties unlock richer SERP layouts — without them you get the basic rich result instead of the enhanced one.

Learn more ▾

Recommended properties expand what Google can render. E.g., adding aggregateRating to Product unlocks star ratings; adding image to Article unlocks the image-card variant. Each recommended property is a direct SERP-real-estate gain.

Source: Google Search Central / schema.org

JSON-LD Blocks

Block 1 : Organization

5 properties Valid

Missing or invalid @context

{
  "@context": "http://schema.org/",
  "@type": "Organization",
  "name": "TensorFlow",
  "logo": "https://www.gstatic.com/devrel-devsite/prod/v579073a50c63499824df5a68b8922367066583d283ef78fdade1028efdb4ceb5/tensorflow/images/logo.png",
  "url": "https://www.tensorflow.org/"
}

Block 2 : WebSite

5 properties Valid

{
  "@context": "http://schema.org",
  "@type": "WebSite",
  "name": "TensorFlow",
  "url": "https://www.tensorflow.org/",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://www.tensorflow.org/s/results?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}

B

Brand Presence

Site-name consistency, favicon, social image, meta tags, schema, and contact signals

REVIEW

Brand Presence

Partial brand coverage — a few channels are missing brand signals.

B

76/100

Site name appears as

Page title	TensorFlow
og:site_name	TensorFlow
twitter:site	—
Organization.name	TensorFlow

Consistent

Brand assets

Favicon

12/15

covers apple-touch-icon

Social share image

14/20

og:image set; twitter:image missing

Meta completeness

20/20

Organization schema

15/15

has name, logo + url

Contact info discoverable

0/10

no contact info discoverable

Findings

Missing brand name in: twitter:site
Add twitter:image — Twitter falls back to og:image only when it's larger than 300×157
Add an apple-touch-icon and at least two PNG sizes (32x32 + 192x192)
Consider adding contactPoint — helps appear in "contact us" rich results
No discoverable contact info — trust signal is weak, legal risk is higher in regulated regions

How consistently your brand appears across channels — shared link previews, structured data, favicon, contact info.

A+

Mixed Content

No mixed content detected — all resources use HTTPS.

PASS

No mixed content detected — all resources use HTTPS.

No mixed content detected — all resources use HTTPS

A+

Open Graph

Open Graph tags are well configured for social sharing.

PASS

Open Graph tags are well configured for social sharing.

og:title is short (10 characters)

Ideal length is 25–60 characters for social sharing previews.

Got: 10 chars Expected: 25–60 chars

URL: 10 chars

Ideal length is 25–60 characters for social sharing previews.

Expected: 25–60 chars

Why this matters

og:title very short — may render with awkward whitespace in social cards.

Source: Open Graph Protocol

Preview

tensorflow.org

TensorFlow

An end-to-end open source machine learning platform for everyone. Discover TensorFlow's flexible ecosystem of tools, libraries and community resources.

Preview quality · Twitter/X A · 85/100

twitter:card — summary_large_image
twitter:title — falling back from og:title
twitter:description — falling back from og:description
twitter:image — falling back from og:image

TENSORFLOW.ORG

TensorFlow

An end-to-end open source machine learning platform for everyone. Discover TensorFlow's flexible ecosystem of tools, libraries and community resources.

Preview quality · Facebook A+ · 100/100

og:title — TensorFlow
og:description — An end-to-end open source machine learning platform for everyone. Discover TensorFlow's flexible ecosystem of tools, ...
og:image — https://www.tensorflow.org/static/images/tf_logo_social.png
og:type — website
og:url — https://www.tensorflow.org/
og:site_name — TensorFlow

TensorFlow

tensorflow.org

Preview quality · LinkedIn A+ · 95/100

Description will be truncated (151 chars / 150 max)

og:title — TensorFlow
og:description — An end-to-end open source machine learning platform for everyone. Discover TensorFlow's flexible ecosystem of tools, ...
og:image — https://www.tensorflow.org/static/images/tf_logo_social.png

Description will be truncated on LinkedIn (151 chars, max 150)
→ Tighten og:description to ≤150 characters

tensorflow.org

TensorFlow

An end-to-end open source machine learning platform for everyone. Discover TensorFlow's flexible ecosystem of tools, libraries and community resources.

Preview quality · Slack A+ · 100/100

og:title — TensorFlow
og:description — An end-to-end open source machine learning platform for everyone. Discover TensorFlow's flexible ecosystem of tools, ...
og:image — https://www.tensorflow.org/static/images/tf_logo_social.png

Social preview quality

Averaged across Twitter/X, Facebook, LinkedIn, and Slack.

A+ · 95/100

Field	Twitter/X	Facebook	LinkedIn	Slack
og:title
og:description
og:image
og:type
og:url
og:site_name
twitter:card		—	—	—
twitter:title	⚠	—	—	—
twitter:description	⚠	—	—	—
twitter:image	⚠	—	—	—