AI names your business when customers ask about services in your city. We measure it every week on a fixed set of questions.
Customers ask
Does AI recommend you
and tell the truth?
LEO, your AI visibility hire, checks every week what ChatGPT, Gemini, Claude and Google AI say about your company. It corrects what they get wrong, drafts content and shows the effect of every change. You just approve.
Free audit, report by emailNo credit cardNothing goes live without your approval
app.mentara.companysample data
OverviewWeek 12 · 60 questions · 4 AI engines
4T12T6M
PDF reportRecommendation share15%+5 p.p.
Domain citations9+3
Errors about your company4−2
AI-attributed enquiries3+1
Recommendation share
Your companyCompetitor A
ChatGPT22%
Gemini13%
Claude14%
Google AI10%
Who AI recommends most
- ACompetitor A31%
- BCompetitor B24%
- TyYour company15% ▲2
- CCompetitor C11%
- DCompetitor D6%
Prepared by LEONew proposal: “Shareholder disputes” FAQ pageWhy: Google AI cites a competitor in 9 of 12 questions on this topic
We measure answers in
ChatGPTGeminiClaudeGoogle AI
The AI engines covered depend on your plan. We add new ones as they gain users.
One promise
LEO makes sure AI recommends your business
LEO makes sure AI recommends your business
and tells the truth about it.
Hours, prices, addresses and services in AI answers match the facts you approved. LEO catches and corrects every discrepancy.
LEO does the work like a member of your team and only comes to you for approval. Nothing goes live without you.
What your customer sees
One AI answer.
One AI answer.
Three names. Is yours one of them?
Customers no longer get a list of links to compare. They get a ready-made recommendation. Mentara checks these answers every week, on the questions your customers actually ask.
Which law firm can help with a dispute between company shareholders?
For corporate disputes, choose a firm with company-law experience. Frequently recommended:
- Competitor A – corporate litigation practice
- Your firm – shareholder disputes and mediation
- Competitor B – advisory for private companies
yourfirm.com/shareholder-disputeslaw-directory.com
Recommended: #2Domain citedDescription correct
Meet LEO
Not a tool.
Not a tool.
Your AI visibility hire.
LEO works for your company like a great full-time specialist. It makes sure AI recommends you to customers and that the same, up-to-date facts about your company appear everywhere online. You get the results and the decisions to make.
LEO
AI Visibility SpecialistWorks 24/7, no days off · reports to you
active
Responsibilities
- Guards your visibilityChecks every week whether ChatGPT, Gemini, Claude and Google AI recommend your company.
- Keeps your data consistentMakes sure your website, listings, directories and AI answers give the same hours, prices, addresses and services.
- Fixes and drafts contentCatches errors and writes fixes, FAQs and service pages.
- Reports the effectShows what each change delivered and sends a summary every Monday.
Never publishes without your approval.from PLN 500 / mo
What makes Mentara different
Not another dashboard.
Not another dashboard.
A specialist that proves the result.
01
The effect of every change, in black and white
Other tools show one overall chart. Mentara measures the same question set before and after every publication, so you know what each fix delivered.
- 1“Shareholder disputes” FAQpublished March 128% → 21%
- 2“About us”: three locationspublished March 26errors 4 → 1
- 3Service structured datapublished April 9citations 3 → 7
Sample data. Recommendation share on a fixed set of 24 questions.
02
Truth, not just visibility
Mentara checks AI answers against the facts you approved and fixes the sources of the error.
ChatGPT says“Open Monday to Friday, 9am–5pm.”
Your Truth LayerMon–Sat, 8am–8pm. On call on Sundays.
Detected March 18 · fix approved · AI gives the right hours in 9 of 10 answers
Sample data.
03
LEO does the work. You decide.
No SEO specialist needed. LEO does the work every week and only comes to you for approval.
LEOLEOMonday, 8:00am
This week I checked 120 AI answers. I found 1 error in your service description and drafted 2 fixes.
I need your approval on one of them.
Sample data.
04
Your customers' questions, in their language
We measure local questions: the city, the industry and the language your customers actually use.
PL Jaka kancelaria w Krakowie pomoże w sporze wspólników?
DE Welche Kanzlei in München hilft bei einem Gesellschafterstreit?
ES ¿Qué despacho en Madrid ayuda en un conflicto entre socios?
EN Which law firm in Manchester handles shareholder disputes?
Why Mentara
A tool shows you a chart.
A tool shows you a chart.
An employee brings you the result.
| Monitoring tool | Agency or specialist | LEOLEO | |
|---|---|---|---|
| Who does the work | you | they do | LEO |
| How often | when you find the time | once a month, in a report | 24/7, measured weekly |
| Fixes errors in your company data | no | sometimes | yes, and keeps it consistent everywhere |
| Writes content | no | yes, at extra cost | yes, included in your plan |
| Shows the effect of every change | no | rarely | yes, with proof |
| Cost | PLN 975/mo* + AI module extra + your own work | thousands per month | from PLN 500 per month |
* The cheapest plan of a popular brand-monitoring tool: USD 249 a month on monthly billing, at the NBP average rate of PLN 3.9177 (13 Oct 2026). Its AI visibility module is a paid add-on. Analysing results and implementing fixes stays with you.
The whole process
From company data
From company data
to enquiries and revenue.
Six stages run automatically every week, overseen by the LEO orchestrator. Your part is one click to approve.
LEO, the Mentara orchestratorOversees the whole process: runs an agent at every stage, keeps the schedule and quality in check, and only brings decisions to you.
activeAgent 01 · Data running2 decisions waiting
- 01 · Data
Company data
- 02 · Truth
AI Truth Layer
- 03 · Visibility
AI visibility
- 04 · Opportunity
Mentara Agent
- 05 · Execution
Execution
You approve - 06 · Revenue
Enquiries and revenue
Stage 1 of 6 · Data
Company data
Offer, experts, website, FAQs, competitors and analytics, collected automatically from your website.
- LEO does
- Reads your website, offer and FAQs, and identifies your experts and competitors.
- You get
- A company profile to confirm, without filling in long forms.
1 / 6
Data agentsample data
yourcompany.comscanning
Offer12 services✓
Experts4 people✓
FAQ18 questions✓
Competitors5 companies✓
Analyticsoptional✓
↻ The system learns what works best and returns to measurement every week.
Control and proof
Autonomous.
Autonomous.
Not unsupervised.
Every change waits for your decision
Proposal · “About us” pageawaiting approval
The firm handles cases in Warsaw Warsaw, Kraków and Wrocław and specialises in corporate disputes.
Why: Gemini lists only one location in 7 of 10 answers.
- Content is written only from facts you approved
- Full history of proposals, approvals and publications
- Roles and access limited to your organization
Every number has proof
Behind every result are the full AI answers, the date, the engine and the question set. You always see the numerator and the denominator.
| Recommendation share | 15% · 18/120 | +5 p.p. |
| Domain citations | 9 | +3 |
| Errors about your company | 4 | −2 |
| AI-attributed enquiries | 3 | +1 |
Demo data. Questions that include your brand name are reported separately.
Mentara Verified
Show customers and AI
Show customers and AI
that your data is true.
Every verified business gets a public page with facts approved by the owner and a badge to embed on its website. Readable by people, search engines and AI models.
- Verifiedfacts approved by the owner, with a datefree
- Consistentthe same data on your site, in directories and in AI answerswith LEO
- Recommended by AIAI recommends your business for questions in your industrywith LEO
The badge can't be bought. Criteria are public, and the status expires if data isn't kept up to date.
Verify your business for freeStart with a free audit, then approve your facts.
Mentara VerifiedData approved · Oct 6, 2026
✓
mentara.company/v/twoja-kancelariaLevel 2 · Consistent
Your Law Firm LLP
- Services
- shareholder disputes, company law, mediation
- Locations
- Warsaw, Kraków, Wrocław
- Hours
- Mon–Sat 8am–8pm
- Approved by
- owner, email from company domain
schema.orgllms.txtdigital signature
Ready for AI agents
Today AI answers.
Today AI answers.
Tomorrow AI books and buys.
AI agents increasingly compare offers, book appointments and place orders on their own. The Truth Layer publishes verified facts about your company in formats AI systems read, so an agent gets the truth, not guesses.
Standards for AI agents are still emerging. We add new formats as the major AI systems start using them.
one source of truthAI Truth Layerservices · prices · hours · locations · experts
- Your websitestructured data for search engines and AI
schema.org - Summary for modelsyour company in a simple format for LLMs
llms.txt - External profilesbusiness listings and industry directories
listings - Agent accessoffer and availability on an agent's request
MCP / APIcoming soon
Manifesto
We're building the trust layer between businesses and AI.
We start with visibility in AI answers. We're heading for a world where every AI agent takes the facts about your business from one verified source.
- 01Customers stop searching. They start asking.
First they ask AI; soon agents will ask on their behalf. A business missing from the answer doesn't lose the comparison. It never makes it in.
- 02AI should tell the truth about your business.
Every business deserves one source of facts about itself, used by people, models and agents alike.
- 03Small businesses can't be left behind.
Big brands will build their own agents. A law firm, clinic or hotel needs someone to do it for them. That's why LEO exists.
- 04Every number has proof.
We show the numerator, the denominator and the full AI answer. We don't promise results we can't measure.
- 05Automation works. People decide.
Nothing goes live without the business owner's approval.
Pilot program
90 days. Clear criteria. No auto-renewal.
The Growth plan for 90 days, paid upfront, with onboarding by an account manager. We agree the criteria in writing before we start, and after 90 days you get a report on the same question set. If we don't deliver the agreed scope, we refund the last month.
First 100 companies: when you move to a subscription, 20% of the pilot price (PLN 539) comes off your first invoice.
75customer questions monitored weekly
5competitors benchmarked
6new pieces of content a month
Your time vs LEO's time
The same work.
The same work.
Hours instead of days.
Measuring AI visibility properly means asking the same questions in every engine every week, saving the answers, comparing them with competitors and drafting fixes. LEO does it for you. You just review results and approve changes.
Plan
| Monthly work | Manual | With LEO |
|---|---|---|
| Measuring AI answers 1,200 checks | 40 h | automatic |
| Archive and competitor comparison | 5 h | automatic |
| Report and action list | 3 h | automatic |
| Reviewing results and decisions | included above | 4.5 h |
| Total | 48 h | 4.5 h |
You save every month43.5 hworth about PLN 6,525 of your time
Cost of doing it manuallyPLN 7,200
Subscription with LEOPLN 899
Estimate: 2 minutes per manual check, 4 checks a month per question and AI engine. Excludes writing new pages. We measure actual time during the pilot.
Pricing
One price list for every industry.
Verified
PLN 0
free, for good
For every business that wants AI to know its real facts.
- a public page with facts you approved
- a badge for your website
- data AI can read (schema.org)
- measurement and LEO in paid plans
Starter
PLN 500 / mo
billed monthly
A business in one place or one market.
- 1 location, 25 customer questions
- 4 AI engines, measured weekly
- 3 competitors compared
- 2 new pieces of content a month
- unlimited error fixes
Growthrecommended
PLN 899 / mo
billed monthly
Several locations, cities or a broad range of services.
- 3 locations, 75 customer questions
- 4 AI engines, measured weekly
- 5 competitors, gaps and new questions
- 6 new pieces of content a month
- integration with your website, e.g. WordPress
Scale
PLN 1,499 / mo
billed monthly
A chain or a national or multi-country brand.
- up to 10 locations, 200 questions
- 4 AI engines, measured weekly
- 10 competitors, opportunities per location
- 15 new pieces of content a month
- dedicated account manager, team of up to 10
LEO works in every paid plan. A location is a place where you serve customers, or a market where you sell online. Prices in PLN.
First 100 companies20% of the pilot price comes back on your first subscription invoice, price locked for 24 months and onboarding with an account manager included.
Payment by bank transfer against a VAT invoice, due in 7 days. Prices in PLN, excluding VAT (23% in Poland), per brand and domain. Annual billing: 12 months for the price of 10.
FAQ
Questions before you start
What exactly will this service give me?
Three things. You know whether and how often AI recommends your company compared with competitors. Errors in what AI says about your offer, hours or prices get fixed. And you get ready-made content that improves your chances of being recommended, with the effect of every change measured.
What exactly am I paying for each month?
Weekly measurement across the AI engines in your plan, an archive of full answers, competitor comparison, error detection, drafting and publishing fixes within your plan's limit, and a weekly report from LEO. You pay for work done and proof delivered, not access to yet another dashboard.
What results will I see, and when?
Your first measurement and error list arrive in week one. The effect of fixes usually shows after a few weeks as a higher recommendation share on a fixed question set. We don't guarantee sales, since they also depend on your offer, but we show what each change delivered.
How is this different from SEO?
SEO is about your page's position in search results. Mentara checks whether AI models mention, cite and recommend your company in their answers. They are different channels, and the fixes often help both.
Which AI models do you check?
ChatGPT, Gemini, Claude and Google AI, meaning the AI answers in Google Search (AI Overviews and AI Mode), in every paid plan. We collect Google AI answers through a Google search results data provider. Microsoft Copilot has no public API, so we don't measure it. We publish our method, because AI answers change and results describe the monitored sample of questions.
Do you publish anything without my approval?
No. Every change waits for your approval. On WordPress we publish in one click; on other systems you get a ready-to-apply change package.
How soon will I see results?
Your first measurement arrives in week one. We assess the change in recommendation share on a fixed question set after a few weeks and do a full review after 90 days.
What do you need to start?
Your website address. From it we propose customer questions and competitors for you to approve. Analytics and CMS access are only needed for enquiry tracking and publishing.
Why not just do it myself in ChatGPT?
One question is a curiosity, not a measurement. AI answers change daily and differ between engines. You only get a reliable picture from the same question set, asked weekly across several engines, archived and compared with competitors. That is ten to dozens of hours a month that LEO does for you.
How much of my time will it take?
About an hour at the start to approve your company profile, questions and competitors. After that, usually a few hours a month to review the report and approve changes.
What if I don't see results?
Before the pilot we agree on how you'll judge the value. The pilot doesn't auto-renew, and you can end the monthly subscription if the results don't convince you. If we don't deliver the agreed measurements, fixes and content, we refund the last month of the pilot.
What counts as a location?
A place where you serve customers, such as a clinic, shop, office, hotel or branch, or a market where you sell online. An online shop selling in Poland is one location; selling in Poland and Germany is two. Each location has its own facts and local customer questions.
How do I pay, and are there discounts?
Monthly or annually upfront. Annual billing is 12 months for the price of 10. The 90-day pilot is paid upfront. The first 100 companies get 20% of the pilot price back on their first subscription invoice and a price locked for 24 months. You pay by bank transfer against a VAT invoice, due in 7 days. Prices exclude VAT.
Find out if AI recommends you and tells the truth.
A free audit shows how AI describes your company today and who it recommends instead of you.