MULTI-LLM SEARCH VISIBILITY AUDITOR

When customers ask for services like yours, does AI mention your local business?

An evidence-first audit engine that checks ChatGPT, Google Gemini, and Perplexity Search with real buyer questions - and shows you which answers name your business, which competitors appear, and what to review on your site - with zero monthly subscriptions .

Choose report

Start with the free scan - you can upgrade later, before the full report's AI checks run.

FREE SCAN
Query StandardReal Buyer QuestionsSimulates real local buyers
Engines Tested3 Major LLMsOpenAI, Gemini, Perplexity
Commercial Model0 SubscriptionsFree beta & $7.99 full report
Evidence StandardDated EvidenceAnswers kept as proof, with dates
SIDE-BY-SIDE TIER COMPARISON

Free Checkup vs. Full Multi-LLM Audit

Start with our free OpenAI baseline scan or choose the $7.99 full report directly for three-provider coverage, detailed fix instructions, page placement, and website evidence.

Comparison of the free beta checkup and full multi-provider report
Audit Scope
Free Beta Check $0.00
Single-engine snapshot
Full Multi-LLM Audit $7.99
All 3 engines & suggested content fixes
AI Engines TestedCoverage
1 Engine: OpenAI

Tested 2x for answer consistency

3 Engines: OpenAI + Gemini + Perplexity

Tested 2x across all 3 major platforms

Buyer Questions CheckedCoverage
3 Target-Blind Questions

Customized to match real local buyer searches

5 Target-Blind Questions

Broader coverage of services and service area

Total Live AI ProbesDepth
7 Total Checks

3 questions × 2 tries + 1 direct brand check

33 Total Checks

5 questions × 2 tries × 3 engines + 3 brand checks

Public Website ScanInput
Up to 8 Public Pages

Identifies services, hours, phone, and service area

Up to 8 Public Pages

Deep entity scan with citation mapping

Owner Review & ControlInput
Full Control

Approve business details and edit questions first

Full Control

Approve business details and edit questions first

Direct Brand AwarenessIntelligence
OpenAI Brand Search

Checks if OpenAI knows your company by name

Multi-Model Brand Radar

Direct name check across OpenAI, Gemini, & Perplexity APIs

Other Businesses NamedIntelligence
OpenAI Answer Context

See which other linked businesses show up in answers

Cross-Engine Answer Context

Compare observed business mentions across 3 engines

Website Fix RecommendationsAction Plan
Evidence-Backed Fix Count

Shows how many website gaps were found

Detailed Website Fixes

Specific wording, page placement, and supporting evidence

Report Access & SharingDelivery
Saved in This Browser

Accessible for 30 days in original browser

Private Shareable Link

Send to web team or client, saved for 30 days

Pricing & CommitmentCommercial
100% Free · $0

No credit card, no account, no trial

$7.99 USD · One-Time

Zero subscriptions, no recurring billing

Zero monthly subscriptions • 30-day retention
Configured Provider API Checks (OpenAI, Gemini, Perplexity)
Strict 30-Day Automatic Data Deletion
MULTI-MODEL EVIDENCE DESK

Example AI Answer Report

See how a completed report separates answer mentions, returned sources, website evidence, and next steps.

SAMPLE REPORT3 PROVIDERS SHOWN

Local Buyer Query Visibility Test

This example models two checks in OpenAI, Gemini, and Perplexity for the target-blind question:
"Who offers same-day commercial HVAC repair in Irvine CA?"
Entity: Apex Mechanical Inc.
Appearance: 2 of 3 Providers
Page Proof: 4 Pages Shown
Citations: 2 URLs
How Live Reports Differ

Live reports use configured provider API routes and retain dated answer evidence. AI answers can vary between runs and over time.

OpenAI SAMPLE MENTION

"Top recommended commercial specialists include Apex Mechanical Inc. (located in Irvine, 24/7 dispatched) and..."

Returned source: https://apexmechanical.example/commercialName match: retained text
Google Gemini SAMPLE MENTION

"Verified local contractors for emergency commercial repairs: Apex Mechanical (Irvine), Pacific Cooling..."

Returned source: Google Maps Entity + /services/emergencyName match: retained text
Perplexity Search SAMPLE GAP

"For HVAC repair in Irvine, regional aggregators list multiple options. Missing explicit city landing page schema."

Action: Add LocalBusiness JSON-LD schema with areaServedImpact: High

Example. The business, answers, citations, and results below are fictional and are not live provider output. Sample mentions come from the business name in answer text, not from the returned source.

EVALUATION FRAMEWORK

What the AI Visibility Engine Audits

AI answers operate differently from traditional search results. We record how major LLMs describe and name your company and which sources they return during a dated check.

VECTOR 01

Brand Mention & Appearance Rate

Measures whether retained OpenAI, Gemini, and Perplexity API answers use your approved business name or alias for open-ended service questions.

VECTOR 02

Citation Link & Canonical Verification

Checks whether AI answers provide direct clickable links to your official website domain or rely exclusively on third-party aggregators and directories.

VECTOR 03

NAP, Address & Service Radius

Verifies that phone numbers, suite addresses, operating hours, and service territories cited in AI generated summaries are accurate and current.

VECTOR 04

JSON-LD & Knowledge Graph Entity Gaps

Diagnoses missing schema markup (LocalBusiness, areaServed, hasOfferCatalog) preventing LLMs from understanding your capabilities.

VECTOR 05

Other Businesses Named

Lists other linked businesses named in the retained answers. This is dated context, not a ranking, endorsement, or causal analysis.

VECTOR 06

Plain-English Optimization Action Plan

Translates retained AI-answer and website-evidence findings into concrete changes you can review or hand to your developer.

ARCHITECTURE & PRICING

Engine Technical Specifications

Built specifically for business owners, agency leads, and developers who need dated evidence and clearly stated limitations.

Operational Execution Parameters

Subdomain Endpoint
visibility.opensitecheck.com
Providers Supported
OpenAI, Gemini, Perplexity
Query Strategy
Target-Blind Consumer Intent
Evidence Type
Dated Answer Evidence
Execution Route
Official APIs (Zero Scraping)
Data Retention
30-Day Automated Purge

Fair Commercial Model (0 Subscriptions)

No ongoing monthly fees or locked accounts. Start with the free single-provider checkup or pay once to start the full report directly for $7.99 USD.

Free Public Beta Scan3 questions in OpenAI twice + brand lookup
$0.00
Comprehensive Multi-LLM AuditOpenAI + Gemini + Perplexity with per-answer evidence & schema fixes
$7.99 USD
STEP-BY-STEP AUDIT PROCESS

From Website URL to Actionable AI Fixes

You stay in complete control. Review what we found and customize the customer questions before we test anything.

01 PUBLIC SCAN

Scan Public Pages

We read up to 8 public pages on your website to identify services, service areas, and key business details without touching private data.

02 OWNER REVIEW

Review & Customize

Confirm business facts and approve 3 to 5 target-blind buyer questions that match what your local prospective customers actually search for.

03 LIVE PROBES

Test Live AI Answers

We run each question through configured provider API routes and ask a separate direct question about your approved business name.

04 EVIDENCE REPORT

Evidence Desk & Fixes

See which answers named you, which other businesses appeared, which website or source references were returned, and which website fixes to review.

Part of the OpenSiteCheck Verification Suite

Explore Other OpenSiteCheck Audit Engines

Check WCAG 2.2 accessibility violations with automated AI code remediation diffs, or verify internal claim consistency and expired promotions across your public pages.

FREQUENTLY ASKED QUESTIONS

Clear Answers for Business Owners & Developers

Everything you need to know about AI visibility, provider queries, accuracy, and our strict privacy guarantees.

//What is AI Visibility and how does it differ from traditional SEO?

Traditional SEO optimizes for keyword rankings and blue links on search engine results pages. AI Visibility observes how services from OpenAI, Google Gemini, and Perplexity synthesize answers, name service businesses, and return sources for natural conversational questions through configured API routes.

//Why one-time reports instead of a recurring monthly subscription?

We believe recurring $99/mo retainers for episodic audit tools are unfair to small business owners and web teams. You check your AI visibility when launching, updating services, or reviewing quarterly performance. OpenSiteCheck provides generous free scans and clear, one-time purchase reports with zero subscription lock-in.

//Which AI providers and models are tested?

The free public beta report tests 3 customer questions twice in OpenAI plus 1 separate direct brand search (7 total model checks). The one-time $7.99 full report tests 5 customer questions twice across OpenAI, Google Gemini, and Perplexity Search (30 question checks + 3 brand searches). Provider models are selected by the service and may change over time.

//Does a citation link count as a business mention?

Yes, when its hostname exactly matches your verified official website or a true subdomain. Lookalike domains and links that contain your domain only in a path or query do not count.

//How does OpenSiteCheck prevent AI from making up false issues?

We never ask AI whether a bug exists. Instead, our engine runs target-blind buyer questions through configured provider API routes, retains dated provider evidence, and extracts direct source evidence. Any suggested website fix is anchored to specific text or a verified technical check on your live public pages.

//Do I need to install any tracking scripts or WordPress plugins?

Never. The service reads selected public pages with bounded, read-only HTTP requests and collects AI answers through configured provider API routes. No tracking cookies, analytics pixels, or plugins are ever placed on your website.

//What happens to my scanned data and reports?

We enforce strict 30-day data ephemerality. All scanned pages, approved questions, provider answers, and generated report artifacts are automatically purged from our servers after 30 days. We never sell your data or use your content to train AI models.

//Can I customize the customer questions before AI is queried?

Yes. After our scanner reviews your public website, you are presented with the extracted business facts and 3 suggested buyer questions. You can freely edit the questions to match the exact terms and services your prospective customers use before the customer-answer checks begin.

//Can I pay with a card without a PayPal account?

Card payments are available when offered by PayPal - PayPal decides which payment options to show you. The full report is a one-time $7.99 purchase with no subscription, and payment details are processed by PayPal; OpenSiteCheck never stores them.

//What if the report finds nothing wrong?

A clean result is still evidence. The dated AI answers show exactly where your business stands today and which businesses appear instead. You can run the free scan first to see how reporting works before paying anything.

//What happens after I pay?

Payment is confirmed first; only then does the full run start - five buyer questions answered twice across OpenAI, Google Gemini, and Perplexity Search, plus direct brand searches. If your browser closes during checkout, a secure recovery link lets you resume without paying twice.