Methodology
Find the likely reasons AI names competitors instead of you.
When customers ask AI assistants which business to choose, yours may be missing; Logres checks who gets named and cited, finds the likely reasons, helps fix supported gaps, and asks again.
How the check works
Ask. Compare. Fix. Ask again.
First, we agree on the questions customers ask and the market you care about. We ask supported AI assistants those questions, note which businesses they name, and inspect the websites they cite.
Then we compare your public information with the businesses that appear, identify gaps the findings support, help your team make responsible fixes, and run the same checks later. This can show change; it cannot guarantee what an AI assistant will say.
What Logres checks
Who AI names, what it says, and what it cites.
- Whether AI names your business
- How AI describes your business
- Which websites AI cites
- Which competitors AI names
- Whether the answer contains important mistakes
- How the answer changes by assistant, wording, place, and time
How Logres finds likely reasons
A check built around your customers and market.
Start with real customer questions
We agree on the services, places, and questions that matter to the way customers choose a business like yours.
Keep each check reviewable
We save the exact question, answer, cited links, assistant, date, place, and test version so you can see what happened.
Compare the businesses AI names
We show which competitors appear and where their websites, listings, reviews, or outside mentions differ from yours.
Fix only supported gaps
We check your business facts and recommend changes only when the findings give us a sound reason to do so.
Ask the same questions again
Later checks use the same setup when possible. We show what changed, but a different answer does not prove which piece of work caused it.
How we keep the work honest
Clear enough to review. Careful enough to trust.
A fair comparison
The same questions and test setup make later checks as consistent as the AI tools allow.
Sources you can inspect
We show the websites AI cited and the public information that supports each practical next step.
A person checks the work
A human reviews important findings and proposed changes before implementation support begins.
Business facts confirmed
Public-facing changes begin with facts your business confirms are accurate and appropriate to publish.
No promised placement
AI answers can change for reasons outside anyone's control, so we never promise a recommendation, rank, lead, or sale.
Find out what AI says about your business.
Tell us what customers ask and where your business competes. We will explain what a first check can and cannot answer.