Collaboration paths
The fastest starting points are search audits, AEO/GEO measurement, entity systems, migration planning, and lightweight AI workflow prototypes.
Turn a messy organic search problem into a prioritized roadmap: technical debt, content architecture, entity coverage, measurement gaps, and the first 30 days of work.
Good for: SEO Director searches, enterprise audits, migration risk, traffic recovery, search org design.
Design a prompt-set, citation-tracking, and AI share-of-voice workflow that gives leadership a real baseline instead of guesses about AI search visibility.
Good for: Brands asking how ChatGPT, Perplexity, and AI Overviews change search demand.
Map the parent/child entity model, page templates, structured data, content modules, and analytics needed for a multi-location or multi-service growth engine.
Good for: Healthcare, marketplace, local, franchise, ecommerce, and service-line portfolios.
Prototype a small internal tool that removes a real operational bottleneck: reporting, transcript follow-up, brief generation, QA, or executive readouts.
Good for: Teams that need a working artifact before committing engineering time.
Translate search, AI retrieval, and organic growth systems for leadership, marketing, product, or engineering audiences without turning it into hype.
Good for: Planning offsites, agency enablement, executive education, and strategic second opinions.
A vague coffee chat is fine, but a specific operational question is better. These are good reasons to reach out.
There is a growth/search problem, but no clear owner.
The team knows AI search matters, but cannot measure it yet.
Engineering needs a clearer business case before prioritizing SEO work.
Content, location, or service-line pages exist, but the system does not compound.
Manual reporting or meeting follow-up is consuming too much senior time.
A useful first message can be simple: what you are trying to change, what is blocked, what has already been tried, and what decision needs to happen next.
Send a collab idea
Mitchell Miller