Built for the agent eraAlign with how AI discovers and evaluates your site.
01 / The internet is changing how people buy
Your next customers may not be people.
People and businesses already search for products and services on Google, ChatGPT, and other platforms. Increasingly, software agents will help them ask questions, compare options, and take the next step.
Free audit. No credit card required.
See how it worksResearchAI scans your site
UnderstandAI reads and extracts
CompareAI evaluates choices
RecommendAI shares options
DecideAI helps choose
ActAI takes action
G
Agent Readiness Audit
0/100
StrongAgent Readiness
Your site is well positioned to be discovered, understood, and chosen by AI agents.
Content accessGood
Information clarityGood
Structured dataStrong
Authority signalsGood
Agent experienceStrong
Actionable insightsClear priorities that improve visibility and trust.
Technical and contentCovers structure, content, and authority signals.
Private and secureWe respect your data. You stay in control.
Agent readiness audit
See how agents experience your site.
Our audit shows how well AI agents can discover, understand, and act on your content so you can close gaps and win more high intent opportunities.
Start your audit
Get your agent readiness score in minutes.
Audit your siteWhy it matters
AI agents are part of the buying journey.
From research to purchase, agents help buyers move faster. Be the source they rely on.
AskResearchCompareDecideAct
Same journey, more ways to get there
What changes is the helper, not the reason people buy.
The journey today
- 01A person or team has a need
- 02They search on Google, ChatGPT, or elsewhere
- 03They compare answers and options
- 04They contact, buy, book, or decide
The journey with an agent
- 01A person or team has the same need
- 02An agent helps search and compare
- 03The business answers in a structured way
- 04The person or team chooses the next step
People do not need to know they are using an agent. If someone asks ChatGPT to find a provider, compare products, or organize a service, the business is already being evaluated inside an agent assisted journey.
Audit your site, see what is clear, and identify what needs clarification.
Audit and clarify your site02 / What you gain
A clearer path from intent to the right customer, buyer, or partner.
We make the right information, questions, proof, and next action available when a person, a team, or an agent is deciding whether your business fits.
Be found in the right conversations
Help agents understand your offer, category, location, and point of difference.
Improve the quality of enquiries
Define the questions that separate curiosity from a genuine fit before it reaches your team.
Stand apart from alternatives
Make your strengths, proof, constraints, and commercial rules easy to compare.
Move from answer to action
Connect discovery to a purchase, quote, booking, request, or human handoff while keeping control.
Audit your site, see what is clear, and identify what needs clarification.
Audit and clarify your site03 / What we sell
We turn business knowledge into a system people and agents can use.
We study how you really sell and serve, design the right journey, connect the systems behind it, and prove the result.
01
Instead of
Website content
Business understanding
What you offer, who it is for, why it is different, and what must be known.
02
Instead of
Forms and buttons
Decision design
What a person or agent can ask, compare, start, refuse, and hand to a human.
03
Instead of
A plugin
Verified operation
A tested journey across the website, policies, systems, and people behind the business.
Audit your site, see what is clear, and identify what needs clarification.
Audit and clarify your siteFree audit workflow
Step 1 of 4
- 01Enter URLStart the free audit
- 02View snapshotSee three public signals
- 03Request accessLeave your work email
- 04Review reportWalk through the full diagnosis
Start here
Where does your site stand today?
Enter your URL for a factual snapshot of what an agent can observe, and a starting point for a human diagnosis.
Public pages only. No login or credentials required.
Site snapshot04
No synthetic score. Just evidence to begin with.
Learning Center
Clear answers for the agent era.
Research backed guides for teams improving discoverability, clarity, authority, and agent readiness.
Agent readiness
What AI assistants need before they can recommend a business
A practical framework for discovery, understanding, comparison, trust, and action.
Read guide SEO and GEOHow search optimization and answer optimization work together
The shared technical foundation and the content signals that answer engines need.
Read guide Technical guideMake a website accessible to search and AI crawlers
Robots rules, sitemaps, canonicals, structured data, and public content access.
Read guide WebMCPExpose safe browser tools directly to AI agents
A progressive enhancement for structured, human supervised actions inside the website.
Read guideWhat is an agent readiness audit?
It evaluates whether AI assistants can discover, understand, compare, and act on the public information on your website.
Is GEO different from SEO?
SEO improves discovery in search engines. GEO also improves the clarity, evidence, and structure that answer engines and AI assistants use when forming responses.
Frequently asked questions
Direct answers about SEO, GEO, and agent readiness.
Clear definitions, honest limitations, and the technical foundations behind the Lensor audit.
Audit your site01What is an agent readiness audit?+
It evaluates whether AI assistants can discover, understand, compare, and act on the public information on your website.
02How is GEO different from SEO?+
SEO improves discovery and relevance in search engines. GEO also improves the clarity, evidence, and structure that answer engines use when forming and citing responses.
03What does the free website audit check?+
It checks public crawl access, sitemap and canonical signals, structured data, answerable content, buyer questions, authority signals, and available paths to action.
04Can Lensor guarantee rankings or AI recommendations?+
No. No responsible provider can guarantee a search ranking, citation, or recommendation. Lensor verifies observable evidence and identifies practical improvements.
05Does the audit access private information?+
No. The free audit reads public website pages only. It does not request logins, credentials, private files, or internal customer data.
06What is WebMCP?+
WebMCP is an emerging browser API that lets a website expose structured tools to AI agents while the person remains present in the browser workflow.
07Does WebMCP replace a backend MCP server?+
No. WebMCP complements backend MCP integrations. It is intended for browser based, human supervised actions connected to the visible website experience.
08What should a business improve first?+
Start with crawl access and a clear description of the offer, audience, evidence, constraints, and next action. Advanced agent interfaces cannot compensate for unclear business information.
09Why are primary sources important for GEO?+
Primary sources make important claims easier to verify and cite. They help people and answer engines distinguish evidence from unsupported marketing language.
10Can an AI agent act safely on the website?+
Only when the available action is explicit, bounded, reversible when possible, and connected to appropriate human confirmation for consequential steps.