Add Competitor Analysis Agent to Industry Use Cases

[patwalls]

Adds an external-link row to the Industry Use Cases table (as encouraged in the Contributing section: "Add an external link — add a row to the industry or framework tables").

Use Case	Industry	Description	Code
Competitor Analysis Agent	Competitive Intelligence	Python agent that scrapes competitor sites and chains search, news, and research APIs to generate competitive intelligence reports	Guide link

The linked guide is a complete Python walkthrough showing how to build a multi-step agent that scrapes competitor websites, pulls fresh news, and runs deep research to produce a structured competitive-intelligence report. Adds a Competitive Intelligence industry vertical not yet represented in the table.

Summary by Sourcery

New Features:

• Introduce a Competitor Analysis Agent example under a new Competitive Intelligence industry category, linking to an external tutorial guide.

[sourcery-ai]

Reviewer's guide (collapsed on small PRs)

Reviewer's Guide

Adds a new 'Competitor Analysis Agent' external guide entry to the Industry Use Cases table in README, introducing a Competitive Intelligence vertical and linking to an external tutorial badge.

Flow diagram for accessing the Competitor Analysis Agent guide from README

flowchart LR
  A[README Industry Use Cases table] --> B[Competitor_Analysis_Agent row]
  B --> C[Guide badge link]
  C --> D[External tutorial competior-analysis-agent]

Loading

File-Level Changes

Change	Details	Files
Introduce a Competitor Analysis Agent industry use case with an external tutorial link in the README industry table.	Add a new table row for the Competitor Analysis Agent under Industry Use Cases with industry set to Competitive Intelligence Describe the use case as a Python agent that scrapes competitor sites and chains search, news, and research APIs for competitive intelligence reports Add a shields.io "Guide-Tutorial" badge that links to the external competitor analysis agent walkthrough URL	README.md

---

Tips and commands

Interacting with Sourcery

• Trigger a new review: Comment @sourcery-ai review on the pull request.
• Continue discussions: Reply directly to Sourcery's review comments.
• Generate a GitHub issue from a review comment: Ask Sourcery to create an
  issue from a review comment by replying to it. You can also reply to a
  review comment with @sourcery-ai issue to create an issue from it.
• Generate a pull request title: Write @sourcery-ai anywhere in the pull
  request title to generate a title at any time. You can also comment
  @sourcery-ai title on the pull request to (re-)generate the title at any time.
• Generate a pull request summary: Write @sourcery-ai summary anywhere in
  the pull request body to generate a PR summary at any time exactly where you
  want it. You can also comment @sourcery-ai summary on the pull request to
  (re-)generate the summary at any time.
• Generate reviewer's guide: Comment @sourcery-ai guide on the pull
  request to (re-)generate the reviewer's guide at any time.
• Resolve all Sourcery comments: Comment @sourcery-ai resolve on the
  pull request to resolve all Sourcery comments. Useful if you've already
  addressed all the comments and don't want to see them anymore.
• Dismiss all Sourcery reviews: Comment @sourcery-ai dismiss on the pull
  request to dismiss all existing Sourcery reviews. Especially useful if you
  want to start fresh with a new review - don't forget to comment
  @sourcery-ai review to trigger a new review!

Customizing Your Experience

Access your dashboard to:

• Enable or disable review features such as the Sourcery-generated pull request
  summary, the reviewer's guide, and others.
• Change the review language.
• Add, remove or edit custom review instructions.
• Adjust other review settings.

Getting Help

• Contact our support team for questions or feedback.
• Visit our documentation for detailed guides and information.
• Keep in touch with the Sourcery team by following us on X/Twitter, LinkedIn or GitHub.

[sourcery-ai]

Hey - I've left some high level feedback:

• The new row uses a Guide badge in the Code column, which might be confusing; consider aligning the label or badge text with the existing Code convention or updating the column header if you intend to support non-code resources.
• The description for the Competitor Analysis Agent is longer and more detailed than most existing entries; tightening it slightly could keep the table visually consistent and easier to scan.

Prompt for AI Agents

Please address the comments from this code review:

## Overall Comments
- The new row uses a `Guide` badge in the `Code` column, which might be confusing; consider aligning the label or badge text with the existing `Code` convention or updating the column header if you intend to support non-code resources.
- The description for the Competitor Analysis Agent is longer and more detailed than most existing entries; tightening it slightly could keep the table visually consistent and easier to scan.

---

Sourcery is free for open source - if you like our reviews please consider sharing them ✨

• X
• Mastodon
• LinkedIn
• Facebook

_{Help me be more useful! Please click 👍 or 👎 on each comment and I'll use the feedback to improve your reviews.}

[ashishpatel26]

Thanks for this. One blocker: every other row in these tables points at source code, and this one points at a guide on your own site.

I'm not against tutorials, but a catalog row that sends people to a marketing domain instead of a repo is a different thing from what the rest of the table promises, and I'd have to hold every future submission to the same looser bar.

Is there a public repo for the agent itself? If so, link that as the primary badge and I'll happily take the guide as a secondary link. If the code isn't public, this isn't the right list for it 🙏