14.2% - 16.8%
AI Search Visibility / GEO + AEO + SEO
Become the source AI recommends.
Alpath helps service businesses earn visibility in Google and AI answers by making their expertise easier to find, understand, trust, and cite.
What is the best neighborhood for raising a family in Seattle?
For families comparing parks, neighborhood amenities, commute options, and nearby schools, Green Lake is often a strong place to start. Your Real Estate Firm
Ballard and West Seattle are also worth comparing based on a household's priorities, commute, and budget. Seattle.gov Schools
Sources
3- Your Real Estate Firm
Seattle Neighborhood Guide
- Seattle.gov
Neighborhood Resources
- Seattle Public Schools
School Finder
Your expertise becomes part of the answer.
AI visibility / Research synthesis
Visibility becomes performance.
The Performance Powerhouse: ROI & Conversions
3x
The Strategic Edge: Leveling the Playing Field
Buyer behavior changed
Search became an answer.
Your buyers are not only scanning a page of links. They are asking search and AI systems to compare options, explain tradeoffs, and recommend a next step.
If your expertise is difficult to retrieve, understand, or verify, someone else shapes the answer before a prospect ever reaches your website.
GEO, AEO, and LLMO
What do the acronyms stand for?
SEO
Search engine optimization
Build the technical and editorial foundation that helps the right pages get discovered, indexed, and ranked.
AEO
Answer engine optimization
Organize expert information so direct questions can be answered clearly, accurately, and with useful context.
GEO / LLMO
Generative and language-model optimization
Strengthen the entities, authority, and citation signals that help AI systems retrieve and reference your expertise.
How the work connects
Be findable. Be understood. Be credible. Be cited.
01
Be findable.
Remove crawl, indexation, performance, and discovery barriers that keep useful pages out of search and answer engines.
02
Be understood.
Make your services, locations, people, and proof unambiguous across content, metadata, and structured data.
03
Be credible.
Publish original, expert content supported by real experience, clear evidence, and consistent brand signals.
04
Be cited.
Shape useful answers around buyer questions, then measure where your pages earn references and qualified visits.
The starting point
Start with an AI Visibility Audit.
See how your business appears today, where competitors are shaping the answer, and which changes will create the most leverage next.
Request your audit- 01
Priority prompt and search-query benchmark
- 02
Crawler, indexation, and technical discovery review
- 03
Entity, metadata, and structured-data assessment
- 04
Content depth and citation-gap analysis
- 05
Competitor visibility comparison
- 06
Prioritized 90-day implementation roadmap
What improves
Measure visibility beyond rankings.
Rankings still matter. They are no longer the only signal that your expertise is being discovered and trusted.
01
Cited pages
Which pages are referenced and where those citations appear.
02
Prompt visibility
How consistently your brand appears for high-value buyer questions.
03
Qualified discovery
Organic and AI-referred visits that show meaningful buying intent.
04
Conversions
The inquiries and actions influenced by search and AI discovery.
Common questions
What businesses should know.
- Is GEO a replacement for SEO?
- No. Strong technical SEO, useful content, and clear authority signals remain the foundation. GEO, AEO, and LLMO extend that work into the way answer engines retrieve, summarize, and cite information.
- Can you guarantee that an AI answer will cite my company?
- No ethical firm can guarantee a citation or recommendation. Alpath improves your eligibility, relevance, clarity, and authority, then measures where those changes create visibility and qualified demand.
- Do I need to rebuild my website first?
- Not necessarily. The audit starts with your current site and identifies the smallest set of technical, structural, and editorial changes needed to improve discovery. A rebuild is only recommended when the existing foundation cannot support the work.
- What is included in an AI Visibility Audit?
- The audit includes prompt and query benchmarking, crawler and indexation checks, entity and structured-data review, content and citation-gap analysis, competitor comparison, and a prioritized 90-day roadmap.
Your next source starts here
Make your expertise easier to find - and easier to cite.
Research consulted
Sources & references.
Nineteen sources informed the research behind this page and its AI visibility illustration. External references open in a new tab.
First Line Software
AEO vs GEO vs SEO: Key Differences ExplainedPrinceton University
GEO: Generative Engine OptimizationExposure Ninja
Generative Engine Optimisation: How To Rank in AI SearchInternal synthesis
The Paradigmatic Convergence of Search: An Analytical BlueprintInternal markdown document curated from the supplied industry analyses.