Direct founder access
Interview Anton and Paul about product engineering, answer-engine measurement, search operations, and the practical limits of current approaches.
Get founder commentary, product visuals, methodology notes, and grounded examples for reporting on AI discovery and search operations.
Interview Anton and Paul about product engineering, answer-engine measurement, search operations, and the practical limits of current approaches.
Use concise methodology notes that separate measured answers, derived metrics, public crawl evidence, and product interpretation.
Request current product captures, company facts, founder portraits, and specific data examples for an article or briefing.
Site health
Good
Critical
Needs action
Affected pages
of 148
Resolved
this month
Search, filter, export, and resolve every SEO check from the selected audit.
| Priority | Issue | Pages | Category |
|---|---|---|---|
| High | Duplicate canonical tags | 4 pages | Technical |
| High | Comparison pages lost URL co-occurrence | 3 pages | AI visibility |
| Medium | Titles are not descriptive | 17 pages | On-page |
| Medium | Largest Contentful Paint is slow | 9 pages | Performance |
| Low | Author schema can be strengthened | 12 pages | Structured data |
We begin with the audience, service, or publication you already have. The scope is then built around a real workflow, clear disclosure, and material that remains useful after launch.
Share the audience, client portfolio, publication, or campaign you have in mind. We will respond with a concrete next step.