Built for the agent eraAlign with how AI discovers and evaluates your site.
Lensor. Clearer answers. Better action.
Make your business easier for AI agents to understand and customers to choose.
We clarify your offer, improve one essential buying path and test the same questions before and after. You get implemented changes and comparable evidence.
Free audit. No credit card required. Diagnostic engagements from $1,500.
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
6topics
What we checkEvidence, not guesses
Your offer, pricing, coverage, differences, proof and next step. Agent execution requires a separate test.
Content accessReview
Information clarityReview
Structured dataReview
Authority signalsReview
Agent experienceReview
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 free scan checks public content and technical evidence. You see what is clear and what needs a closer test.
Start your audit
See what we can actually verify on your site.
Audit your siteWhy it matters
AI now participates in the buying journey.
From the first question to the final action, buyers rely on the information available on your site.
AskResearchCompareDecideAct
How buying changes
The need stays human. The path now includes AI.
People still want a useful answer and a clear next step. Your business must be visible, credible and easy to choose in either path.
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
Audit your site and see what is clear and what needs improvement.
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, team or agent is deciding. Your strongest facts become easier to discover and verify.
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 and see what is clear and what needs improvement.
Audit and clarify your site03 / What we sell
One journey. Fixed, tested and handed over.
Start with a scoped diagnostic From $1,500: one website, one customer task and agreed acceptance tests. We review access and feasibility first. Custom integrations and ongoing support are quoted separately.
01
Instead of
Questions with unclear answers
An answer guide approved by your business
We agree the right offer, pricing rules, service area and when your team must step in. Your business owns the decisions.
02
Instead of
A customer unsure how to continue
One useful next step
We improve the agreed pages and enquiry path. We reuse what your platform already provides; we do not add an integration without a reason.
03
Instead of
An assumption that it works
A comparable test record
The same customer questions, documented results, unresolved gaps and a handover your team can use. No guaranteed rankings or sales.
Audit your site and see what is clear and what needs improvement.
Audit and clarify your siteThe people behind Lensor
A human team for decisions that still need judgment.
Built by Ignacio Galarraga in Miami, Lensor turns what your business actually does into answers, action paths and public evidence your team can inspect.
We come from the team behind Brainding, a branding studio established in 2001. Lensor does not present that work as its own case studies. It brings that brand experience to today’s diagnostic and implementation work.
Selected client work from Brainding
View source portfolio ↗Happy Nutrients · Ess-a-Bagel · Motek · L’Oro Del Sud
Audit your site and see what is clear and what needs improvement.
Audit and clarify your siteFree audit workflow
Step 1 of 4
- 01Enter URLStart the free audit
- 02Unlock snapshotLeave your work email
- 03Request full reviewAdd your details
- 04Review it togetherWe arrange a private review
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.
We read a maximum of five public pages for both the snapshot and the full analysis.
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 reviews public content and technical signals to identify what needs a closer human assessment. It does not test rankings, AI recommendations or completed actions.
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 reviews public content and technical signals to identify what needs a closer human assessment. It does not test rankings, AI recommendations or completed actions.
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.
06How is a Lensor engagement priced?+
Diagnostic engagements start at $1,500. After the public snapshot, we agree the customer task, pages, evidence and acceptance checks before any implementation begins.
07What do you need from my team?+
We need an owner for business facts and approvals, access to the agreed website areas, and the commercial rules that determine when a customer can proceed or needs a person.
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.