Prompt map
50-200 real questions grouped by comparison, transactional, local, alternative, problem-solution and reputation intent.
AI visibility audit for growth teams
Get your company recommended in AI answers.
We help B2B, SaaS, ecommerce and service companies become easier for ChatGPT, Gemini, Claude, Perplexity, Copilot and AI Overviews to understand, cite and recommend.
Prompt portfolioSource graphRecommendation rate
Start here
Your first step is an AI visibility baseline.
Before writing content or chasing mentions, we measure what AI engines already say about your category. You get a prompt map, competitor snapshot, source graph and prioritized actions.
AI baseline
We measure mentions, recommendations, citations, prominence, sentiment and competitors across engines and languages.
Source graph
We identify the media, directories, reviews, comparison pages and external sources shaping AI answers.
Prioritized roadmap
You get technical, entity, content and reputation actions ordered by expected impact and effort.
The new search layer
Your customers no longer only search. They ask.
AI engines synthesize recommendations from many signals: your website, external sources, reviews, citations, structured data, source authority and whether bots can access your content.
No fixed AI ranking
There is no stable list of ten results. AI answers are generated, rewritten, retrieved and synthesized differently across engines and sessions.
External sources matter
AI systems often rely on earned media, reviews, directories, comparison pages, forums and trusted third-party references.
Measurement must be statistical
One screenshot is not a KPI. We repeat prompts over time and measure visibility as probability, not as a guaranteed placement.
Services
A managed service for AI answer visibility.
The difference is execution. Dashboards show the problem; we combine analysis, technical fixes, content, entity work and legitimate external source building.
AI Visibility Audit
We map the prompts, competitors, citations and sources that shape how AI engines describe your category.
Managed GEO/AEO
A monthly system for entity optimization, citable content, technical access and source influence.
GEO + Digital PR
We identify the external sources AI engines trust and build legitimate presence where it matters.
Agent-Ready Website
We make your site easier for AI agents to read, compare, extract and use without friction.
Execution
We turn the diagnosis into work your team can act on.
The audit is not a pretty screenshot. We prioritize technical fixes, citable content, entity signals, reputation and external source work by likely impact on AI recommendations.
Evidence before intuition
Every action starts from prompts, sources and competitors observed in your market.
Commercial prioritization
We order the roadmap by impact, effort and connection to buying intent.
Repeated tracking
We measure again to see whether mentions, citations, recommendations and share of voice improve.
Method
From keywords to verifiable recommendation signals.
We treat AI visibility as a system: questions, entities, sources, crawl access, claims, citations and repeated measurement.
Prompt portfolio
We define the questions buyers ask when they want recommendations, alternatives, comparisons and providers.
Baseline measurement
We run repeated tests across AI engines and record mentions, recommendations, citations, competitors and source influence.
Entity and technical access
We make the business easier to understand and crawl through structured data, canonical facts, clear pages and bot access.
Citable content and sources
We create assets worth citing and build legitimate presence in the external sources AI engines already trust.
Continuous iteration
We measure again, compare against competitors and prioritize the next interventions by impact.
Engines monitored
Designed for a multi-engine world.
Each engine behaves differently, so we monitor prompts by engine, language, location intent and buying stage.
- ChatGPT
- Gemini
- Claude
- Perplexity
- Copilot
- AI Overviews
Buyer questions
What companies ask before investing in GEO or AEO.
These are the practical questions we answer during the first audit, using real prompts, sources and evidence from your market.
Can we make ChatGPT recommend us?
You cannot buy a fixed position, but you can improve the signals AI engines can discover: clear entity facts, crawlable pages, trusted sources, reviews and citable proof.
Which sources influence recommendations?
We map the articles, directories, comparison pages, reviews, partner profiles and community references that repeatedly appear when AI engines answer category prompts.
How do we know if it is working?
We track mention rate, recommendation rate, citation rate, source influence, sentiment and competitor share of voice through repeated prompt samples.
Start with evidence
See where AI engines already place your company.
The audit gives you a clear baseline, competitor context and a prioritized roadmap before you invest in GEO, AEO or digital PR actions.
Frequently asked questions
Clear answers for buyers and AI agents.
Can we make ChatGPT recommend us?
You cannot buy a fixed position, but you can improve the signals AI engines can discover: clear entity facts, crawlable pages, trusted sources, reviews and citable proof.
Which sources influence recommendations?
We map the articles, directories, comparison pages, reviews, partner profiles and community references that repeatedly appear when AI engines answer category prompts.
How do we know if it is working?
We track mention rate, recommendation rate, citation rate, source influence, sentiment and competitor share of voice through repeated prompt samples.