Alchemetics Playbook AI Search Strategy
For owners and marketing teams
The AI search playbook for becoming the recommended company.
AI search is not only a content problem. It is a visibility system built from prompts, sources, proof, freshness, and measurement. This playbook shows the pieces Alchemetics checks before we tell a client what to fix.
Use this as the plain-English map for ChatGPT, Perplexity, Gemini, Claude, Google AI, and Copilot visibility.
AI engines look for extractable answers, trusted sources, consistent entities, reviews, and fresh evidence.
The stronger strategy improves the whole evidence layer around the company.
The five-part system
AI visibility is built from the sources an answer engine can trust.
Prompt Demand
Map the buying, comparison, local, and problem-aware questions prospects ask before choosing a provider.
Answer Fit
Create pages and sections that give direct, specific, extractable answers instead of vague marketing copy.
Source Authority
Find the third-party pages AI already trusts and build presence where competitors are being validated.
Freshness
Refresh important pages, facts, examples, and proof assets so stale content does not define the answer.
Measurement
Track mentions, citations, competitors, and answer quality by engine instead of hiding everything inside one score.
Revenue Action
Turn each finding into a 30-day fix that can improve visibility, trust, and lead flow.
Monthly workflow
The playbook works because it repeats.
One audit gives the baseline. Monthly tracking shows whether the business is gaining AI answer share, earning better citations, and being described more accurately.
Run fixed buyer prompts across the major engines and save the exact answers, sources, and competitor mentions.
Improve the pages, schema, reviews, citations, comparison assets, and proof sources most likely to affect those answers.
Rerun the prompt set and show whether the company is more visible, more accurately described, and cited by better sources.
What to fix first
Do not start with random blog posts.
Start where AI engines already show you the market. The first fixes should be tied to prompts, sources, and competitors, not a generic content calendar.
Turn the playbook into a report
Find out which AI answers your business is winning and losing.
The free AI Visibility Guru report applies this playbook to your site, your competitors, and your market.