Sophi

Lýsing

Sophi.io is a suite of artificial intelligence (AI) tools developed by The Globe and Mail to help content publishers make important strategic and tactical decisions. The tools range from automated content curation engines to predictive analytics and paywall solutions.

Sophi-driven pages outperform human curated pages by a significant margin and free up publisher resources so that they can focus on finding the next story that matters. Invisible, automated curation of your home and section pages to streamline your team’s workflow. Continuously optimize the performance characteristics of the site based on demand and your brand, so the content is always the right fit.

Note that a Sophi.io account and related credentials are required in order to authorize and authenticate access within the plugin settings.

Highlights of Sophi.io service

  • An automation platform capable of transforming your business.
  • State of the art natural language processing to enable prediction and optimization.
  • Tomorrow’s publishers rely on Sophi to better understand their audience and make sure every pixel is used to drive value efficiently and effectively.
  • Sophi Automation: Automates your digital content curation to display your most valuable content in the most valuable places on your website, on social media and in newsletters.
  • Sophi Dive: Uses your historical data to help content publishers and editors determine what content to produce more or less of and what to stop doing all together — which enables intelligent decision-making around resource allocation.
  • Sophi Now: Equips you with analytics that provide real-time, tactical decision support that can tell you what content to promote more prominently, or less prominently; find out what’s over-performing and underperforming on a particular page; and find out why a particular article is doing well or not (for example, is it driving subscriptions, helping retain subscribers, getting traction on social media, search or newsletters, etc.) and where readers are coming from and going next on your website.
  • Sophi Next: Flags a short list of articles that have just been published (but not promoted anywhere) that are likely to be your most valuable content going forward. This helps editors decide which headlines to place on a particular page — helping them find the hidden gems.
  • Sophi for Paywalls: A fully dynamic, real-time paywall engine that understands both content and users and can optimize for several outcomes and offers simultaneously.

Usage

There are two potential ways to integrate Sophi Site Automation results with your WordPress site. The default approach includes a Sophi Site Automation block that integrates with get_posts by injecting Posts IDs via the posts_pre_query filter that gets fetched later to return the actual Posts. In the same fashion, you can integrate Sophi results with your WP_Query object by setting the sophi_curated_page and sophi_curated_widget query parameters.

More details on each of these two options are described below. If you are not certain on the best integration approach, considering the following:

Reasons to use the Site Automation block:
– No additional development effort needed for initial Sophi integration
– Immediate integration with Sophi Site Automation API and page/widget settings
– Basic block display settings allow for basic configurations (show/hide post excerpt, author name, post date, featured image)

Reasons to use the Query integration:
– Can implement more custom caching and content fallback options
– Can implement support into non-block editor setups
– Likely more flexible for headless setups
– Block editor is not in-use within your WordPress environment
– You need an integration with Category/Taxonomy Pages and cannot integrate using a sidebar widget

Site Automation block

You can utilize the Site Automation block by configuring the Site Automation page and widget names and adjusting block content and post meta settings to display Site Automation content on your site.

The Site Automation block comes with a barebone HTML output and styling. It’s made to be filtered using sophi_site_automation_block_output.

add_filter(
    'sophi_site_automation_block_output',
    function( $output, $curated_posts, $attributes, $content, $block ) {
        // ...
        return $new_output;
    },
    10,
    5
);

The Site Automation block will automatically add a data-sophi-feature=<widget_name> attribute for the rendered HTML content so Sophi can understand what content section is rendered on your site.

Query integration

The Site Automation block uses query integration under the hood. You can query for Sophi curated articles by passing sophi_curated_page and sophi_curated_widget to your WP_Query queries.

$the_query = new WP_Query( [
    'sophi_curated_page'   => 'page-name',
    'sophi_curated_widget' => 'widget-name',
] );

Note that you need to add data-sophi-feature=<widget_name> to the wrapper div of your post for Sophi to capture your widget better.

<div class="posts-wrapper" data-sophi-feature="trending">
    <!-- Post lists -->
</div>

Caveats

WordPress VIP and `WP_Query`

While the above query integration works just fine, it has been observed on WordPress VIP infrastructure that WP_Query may return latest posts instead of the posts curated by Sophi due to the Advanced Post Cache plugin used by the VIP platform. A workaround for this is to use get_posts() instead and as good practice to add a comment explaining the usage of it so that developers new to it don’t swap it for WP_Query. Also remember to whitelist get_posts by adding the following inline comment so that PHPCS doesn’t throw a warning:

phpcs:ignore WordPressVIPMinimum.Functions.RestrictedFunctions.get_posts_get_posts

Post content type

By default, Sophi for WordPress uses post format as the content type. This plugin uses content_type internally to distinguish between WordPress post type and Sophi type.

Sophi accepts 4 types: article, video, audio, and image. The default type is article. Any other types that are not included above will be treated as article.

If you’re not using post format for content type, you can utilize sophi_post_content_type to set the content type.

add_filter(
    'sophi_post_content_type',
    function( $type, $post ) {
        // You logic here.

        return $new_type;
    },
    10,
    2
);

Canonical URL

Sophi for WordPress uses wp_get_canonical_url function introduced in WordPress 4.6 to get the canonical URL for given post. The plugin compares this canonical URL to post permalink to set the isCanonical attribute.

WordPress SEO (Yoast) canonical is supported out of the box. For other SEO plugins and custom implementations, get_canonical_url filter can be used to change the canonical URL.

Object caching

Object caching is encouraged, as the plugin saves Sophi data as a transient. If you do not have object caching, then the data will be saved as a transient in the options table but note that these will eventually expire.

The default caching period is five minutes. This can be modified with the sophi_cache_duration hook.

Sophi API empty response

If the Sophi API returns an empty Post ID array, the plugin will result in a „no results“ response. The sophi_curated_post_list filter can be used to modify the Sophi API response to allow manual posts to be injected into the final array previous to returning the filterable value from posts_pre_query (e.g., via a fallback method to inject posts that would be a good fit).

Documentation

Sophi for WordPress has an in-depth documentation site that details the available actions and filters found within the plugin. Visit the developer docs ☞

Debugging

If you are having difficulties with your Sophi integration, then we recommend utilizing the Debug Bar for Sophi plugin to help triage your Sophi Authentication, Sophi API integration, and CMS publish/update events.

Skjámyndir

  • Sophi.io Collector and Site Automation settings page.
  • Sophi Site Automation block.

Blocks

This plugin provides 1 block.

  • Site Automation

Uppsetning

Note that if you are on the WordPress VIP platform that you will not be able to upload a plugin in the WordPress Admin so you will need to follow steps in 1b.

1a Download plugin ZIP file and upload to your site.
You can upload and install the plugin ZIP file via the WordPress dashboard (Plugins > Add New -> Upload Plugin) or manually inside of the wp-content/plugins directory, and activate on the Plugins dashboard.

1b Download or Clone this repo, install dependencies, and build.
git clone https://github.com/globeandmail/sophi-for-wordpress.git && cd sophi-for-wordpress
composer install && npm install && npm run build

2 Activate Plugin
Click the Activate link after installing the plugin.

3 Configure plugin settings
Go to Settings > Sophi in the WordPress Admin and enter your Sophi Collector and Site Automation credentials supplied by the Sophi.io team. Click Save Changes button to validate and save your credentials.

Once your credentials are validated and saved, your site is officially supercharged by the Sophi.io Site Automation service. You also have access to Sophi for WordPress’ powerful WP_Query parameters and custom Sophi Site Automation block, which enables you to utilize Site Automation to power the content curation on your site.

SOS

How was Sophi created?

The award-winning Sophi suite of solutions was developed by The Globe and Mail to help content publishers make important strategic and tactical decisions that transform their business. It is a suite of ML and NLP-powered tools that includes Sophi Automation for content curation, Sophi for Paywalls, and Sophi Analytics – a decision-support system for publishers.

How well does Sophi Automation perform?

The Globe and Mail saw a dramatic improvement in the business metrics that matter:
* Click-through rates were up 17% from the homepage.
* The subscriber acquisition rate increased by more than 10%.
* Not a single reader has complained or asked if a computer is curating the website.

You can read more details in The Globe and Mail case study.

What Privacy and Terms govern Sophi.io?

The same Privacy & Terms that govern The Globe and Mail cover the Sophi.io service.

Umsagnir

There are no reviews for this plugin.

Þátttakendur & höfundar

“Sophi” er opinn hugbúnaður. Eftirfarandi aðilar hafa lagt sitt af mörkum við smíði þessarar viðbótar.

Höfundar

Translate “Sophi” into your language.

Interested in development?

Browse the code, check out the SVN repository, or subscribe to the development log by RSS.

Breytingarsaga

1.2.1 – 2022-08-30

1.2.0 – 2022-08-15

1.1.3 – 2022-05-27

1.1.2 – 2022-05-18

  • Fixed: Incorrect posts rendered due to wrong transient name (props @Sidsector9, @cadic).

1.1.1 – 2022-05-17

1.1.0 – 2022-05-06

1.0.13 – 2022-04-20

1.0.12 – 2022-03-23

  • Fixed: PHP fatal error when duplicating posts across sites (props @YMufleh).
  • Security: Update dependency phpunit/phpunit from 8.5.23 to 8.5.25 (props @renovate).
  • Security: Update dependency 10up-toolkit from 3.0.2 to 3.0.3 (props @renovate).

1.0.11 – 2022-03-03

  • Changed: Update package-lock.json (props @jeffpaul).
  • Security: Update actions/setup-node action from v2 to v3 (props @renovate).
  • Security: Update actions/checkout action from v2 to v3 (props @renovate).
  • Security: Update dependency 10up-toolkit from 2.1.1 to 3.0.2 (props @renovate).

1.0.10 – 2022-02-28

1.0.9 – 2022-02-18

  • Added: hostname and path fields to schema (props @Rahmon, @dinhtungdu).
  • Added:sophi_curated_post_list filter to modify the Sophi API response to allow manual posts to be injected previous to returning the filterable value from posts_pre_query (e.g., via a fallback method to inject posts that would be a good fit) (props @oscarssanchez, @barryceelen, @felipeelia).
  • Fixed: Sophi API empty Post ID array response changed from using WP_Query default results to a „no results“ response (props @oscarssanchez, @barryceelen, @felipeelia).
  • Security: Update dependency phpunit/phpunit from 8.5.21 to 8.5.23 (props @renovate).
  • Security: Update dependency prop-types from 15.8.0 to 15.8.1 (props @renovate).
  • Security: Update dependency 10up-toolkit from 1.0.13 to 2.1.1 (props @renovate, @oscarssanchez, @jeffpaul).
  • Security: Update dependency marked from 2.1.3 to 4.0.10 (props @renovate).
  • Security: Update dependency jsdoc from 3.6.8 to 3.6.10 (props @renovate).
  • Security: Update dependency dealerdirect/phpcodesniffer-composer-installer from 0.7.1 to 0.7.2 (props @renovate).

1.0.8 – 2021-12-23

  • Changed: Updated auth_url and audience parameters to get respective Staging and Development environment access tokens (props @Rahmon, @felipeelia).
  • Fixed: Issue where multiple Sophi blocks on the same page had duplicated content (props @Rahmon, @felipeelia, @jeffpaul, @dinhtungdu).
  • Fixed: Testing environment deploy process (props @Rahmon, @felipeelia).
  • Security: update dependency prop-types from 15.7.2 to 15.8.0 (props @renovate).

1.0.7 – 2021-10-29

  • Changed: Sophi Auth URL value used for Production, Staging, and Development (props @jeffpaul, @barryceelen, @amckie).
  • Changed: Sophi Site Automation API URL structure (props @rahmohn).
  • Changed: Sophi Audience URL used in authorization (props @rahmohn).

1.0.6 – 2021-10-27

Note: this was a hotfix release to fix an issue with deploys to WordPress.org.

1.0.5 – 2021-10-27

1.0.4 – 2021-07-29

  • Added: Support for Yoast canonical URL (props @dinhtungdu, @dkotter).
  • Added: Configure WhiteSource Bolt and Renovate integrations (props @whitesource-bolt, @renovate).
  • Changed: Updated AMP and JS tracking data, changed post data type to post content type (props @dinhtungdu).
  • Changed: Update documentation, dependencies, and pin dependencies (props @jeffpaul, @dinhtungdu, @renovate).
  • Fixed: Issue with empty sectionNames (props @dinhtungdu, @dkotter).
  • Fixed: Set jsonschema to 2.0.0 (props @dinhtungdu, @dkotter).
  • Fixed: Corrected variable name from contentSize to size (props @dinhtungdu).
  • Fixed: Sending publish events when Yoast SEO is activated (props @dinhtungdu).
  • Fixed: Only use public taxonomies to build post breadcrumb (props @dinhtungdu).
  • Fixed: Update events via Quick Edit are now sent to Sophi when Yoast SEO is activated (props @dinhtungdu).
  • Security: Update dependency @10up/scripts from 1.3.1 to 1.3.4 (props @renovate).
  • Security: Update dependency automattic/vipwpcs from 2.3.0 to 2.3.2 (props @renovate).
  • Security: Update dependency phpunit/phpunit from 8.5.15 to 8.5.18 (props @renovate).
  • Security: Update actions/setup-node action from v1 to v2 (props @renovate).
  • Security: Update dependency 10up-toolkit from 1.0.9 to 1.0.10 (props @renovate).

1.0.3 – 2021-06-15

1.0.2 – 2021-04-26

1.0.1 – 2021-04-23

  • Added: noConfigFile setting (props @dinhtungdu).
  • Added: GitHub Actions to deploy releases and update readme/asset changes for WordPress.org (props @jeffpaul, @dinhtungdu).
  • Changed: Renamed plugin from Sophi for WordPress to Sophi (props @jeffpaul).
  • Fixed: Minor fixes from WordPress VIP code scan (props @dkotter).

1.0.0 – 2021-04-14

  • Initial public release! 🎉