Microsoft Media and Entertainment United States

Reddit

Reddit needed to generate high-quality alt text for millions of existing images and hundreds of thousands of daily uploads so it could improve accessibility and search discoverability.

hundreds of thousands more uploaded each day
it would have taken at least twice as long to develop
millions of existing images on the platform

Reported impact

Business outcome

Reddit made image content more accessible, saw a significant increase in SEO traffic, and shipped the project faster by using an out-of-the-box service instead of building and operating its own captioning stack.

  • Customer Experience
  • Productivity Improvement
  • Revenue Growth

Solution

Reddit evaluated several AI captioning services because manual image description was infeasible at the scale of its platform. The company needed a vision model that could caption many image types accurately, process uploads quickly, and fit directly into its existing image pipeline so captions could be added as alt text for accessibility and SEO without standing up a custom machine-learning team or workflow. Key components include Azure Cognitive Service for Vision generates image captions that Reddit turns into alt text for accessibility and search indexing. Reddit made image content more accessible, saw a significant increase in SEO traffic, and shipped the project faster by using an out-of-the-box service instead of building and operating its own captioning stack.

Data flow

Images already on Reddit and new user uploads are sent through Azure Cognitive Service for Vision, which generates descriptive captions that Reddit stores as alt text. Those captions are then consumed by screen readers for accessibility and by search engines for better discovery of image content.

Solution architecture

1 components · 1 layer
  1. Compute
    • Azure Cognitive Service for Vision generates image captions that Reddit turns into alt text for accessibility and search indexing

Architecture clues

  • Microsoft manually increased the service rate limit to accommodate Reddit's volume.
  • Responsible AI and compliance checks were part of onboarding.

Evidence from the source

Microsoft was very responsive ... such as manually increasing our rate limit to accommodate the volume of images we have.
Reddit moved forward with Azure Cognitive Service for Vision to support the automatic generation of captions for millions of images.
Since adding captions as alt text, Reddit has seen a significant increase in SEO traffic to their images.
Transparency Evidence & methodology 75/100 reference value · 82% confidence · 1 source

Review how this reference was scored and trace each normalized claim back to its documented source.

01

Scoring methodology

How scores are calculated

Customer Reference Value measures usefulness as a customer reference. Evidence Confidence measures the quality and traceability of available evidence, not independent verification.

Customer reference value75/100
  • Problem clarity20/20
    Measures whether the customer's operational problem is specific enough to compare.
  • Implementation depth25/25
    Rewards named components, data flow, integrations, and architecture detail.
  • Outcome specificity20/20
    Measures whether the reported benefit is concrete rather than a generic claim.
  • Quantified impact0/25
    0 metrics describe measurable impact.
  • Deployment scale10/10
    Rewards evidence of a live or scaled deployment and meaningful integration scope.
Evidence confidence82%
  • Source authority20/25
    The main evidence is an official vendor-published customer story.
  • Claim traceability21/25
    10 of 12 key fields link to a named source.
  • Direct evidence15/20
    3 direct source quotes retained.
  • Date provenance10/10
    The publication date comes from the source page or publisher.
  • Source transparency8/10
    1 source reference document publisher, URL, authority, retrieval, and supported fields.
  • Implementation specificity8/10
    Rewards source-backed components, data flow, quantified impact, and a specific outcome.
02

Traceability

Sources & provenance

Field coverage shows which facts each source supports. Dates are shown only when documented by the source.

  1. Microsoft

    Reddit customer story

    First-party
    https://www.microsoft.com/en/customers/story/1634664504427056612-reddit-media-and-entertainment-azure-cognitive-service-for-vision
    Source type
    Vendor-published customer story
    Published
    May 10, 2023
    Supports
    • Customer
    • Business problem
    • Solution
    • Products
    • Solution components
    • Data flow
    • Integrations
    • technical area
    • use case category
    • Business outcome
    • outcome category
    • Metrics
    • Architecture
    • evidence quotes
    • Publication date

Date evidence

  • Published on source page May 10, 2023 · Microsoft · First-party
    Open date source
Not separately sourced Industry, Region, Company size. Treat these normalized attributes as lower-confidence until a dedicated source is added.