INTEGRATION PATTERNS
Fit the insight
into your workflow.
Practical integration patterns for the tools you build. Start with a sample consumer, then connect the evidence sources you are authorized to use.
Editorial review
Connect supplied page findings to a backlog. Keep the affected URL, evidence, reviewer, and acceptance check together.
Explore SEO analysisRepository onboarding
Turn a pinned snapshot into a map of file roles, entry points, and documentation questions.
Explore repository reviewAI response evaluation
Compare outputs using a task-specific rubric, with format checks separate from evidence review.
Explore LLM evaluationContent planning
Map keyword intent to an existing page before proposing another article. Preserve ambiguous phrases for review.
Explore keyword analysisAI-answer research
Inspect supplied mentions and citations alongside the source passages that support—or contradict—them.
Explore website GEOWebsite launch checks
Walk through reachable pages, mobile navigation, and readable content before handing off a site.
Explore website reviewPatterns, not preconnected services.
These are implementation ideas, not claims of installed third-party integrations. The site does not connect to your repository, search account, content management system, or model provider. Its example files let you design the output layer before adding the source-specific connection.
Keep three boundaries visible.
First, collection obtains evidence with permission and records its scope. Second, analysis interprets that evidence using a defined task. Third, delivery makes the result useful to a person or an application. Each stage can fail independently and should report what happened.
Preserve source identifiers and revisions where appropriate. Keep secrets outside public client code. Validate output before making consequential changes, and route ambiguous findings to a reviewer rather than automatically treating them as facts.
Start with the developer quickstart and use the response contract as a small, inspectable example.
Make your next move
a clearer one.
Explore the workflows. Inspect the evidence. Build something useful.