The QNTM Visibility Index (QVI) Report

A 6-stage intelligence brief. Your site. Your competitors. Your market. No templates.

The QNTM Visibility Index (QVI) Report is a six-stage AI visibility diagnostic and Signal Engineering implementation roadmap produced by QNTM Lab. It identifies exactly why your brand is invisible to ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot… and delivers the exact playbook for fixing it. Custom-built to your specific website, your real competitors, and your actual market. Delivered in approximately one week.

QVI Report - 6-stage Intelligence Brief & AIVO Roadmap for Small & Medium Size Businesses

What’s Inside: QVI Broken Down Into Each Stage

Site Analysis, Keyword Intelligence & Buyer Personas

Full page inventory with traffic role and priority issues for every page on your site. 18-check technical audit across crawlability, structural signals, and performance. Keyword intelligence across three tiers… Primary, Secondary, and AI/Featured Snippet Opportunities. Issue and solution matrix ranked by severity. Four to six custom buyer personas built from your actual business, not templates.

Organic Search Competitive Landscape

Deep profiles of your top five organic competitors… their keyword strategy, content depth, certifications, weaknesses, and where you have a clear path to take market share. Keyword gap matrix showing exactly which terms are unclaimed and yours to own.

Paid Search Landscape & Recommendations

Competitive paid search analysis including Google Local Services Ads strategy, ad copy and landing page assessment per competitor, recommended campaign structure, and phased budget guidance. Includes first-mover opportunity identification where competitors are absent.

AI / LLM Visibility & Competitive SWOT

Assessment of how your brand appears… or doesn’t… across five AI platforms: Google AI Overviews, ChatGPT, Perplexity, Claude, and Microsoft Copilot. Comparison of your visibility against top competitors. Full four-quadrant SWOT analysis with 8–12 specific findings per quadrant. GEO strategy with prioritized retrieval signal actions.

Omnichannel & Content Marketing Strategy

A full marketing roadmap. Strategic foundation, channel priority table, content pillars and topic clusters, 12-month phased content calendar, lead generation funnel strategy, and KPI dashboard with quarterly targets.

Page-by-Page Optimization & Schema Implementation

The Signal Engineering execution layer. Every page on your site gets a full AIVO specification… title tag, meta description, H-tag structure, GEO content requirements… plus complete, deployment-ready JSON-LD schema populated with your real business data. Hand this to your developer and implement. No guessing required.

Is the QVI Right for You?

The QNTM Visibility Index (QVI) Report is Signal Engineering applied to a specific business. It is a six-stage diagnostic and implementation roadmap that identifies every broken signal in a business’s AI and search presence and provides exact instructions for fixing them.

Stage 1 diagnoses your site structure, keyword signals, and buyer intent alignment. Stages 2 and 3 map your competitive signal landscape… organic and paid. Stage 4 assesses your retrieval signal health across five AI platforms. Stage 5 builds the content and channel strategy to close the gaps. Stage 6… the Signal Engineering execution layer… delivers page-by-page AIVO specifications and deployment-ready schema markup for every page on your site.

The QVI isn’t a report you read and file. It’s the playbook you hand to a developer and execute.

Ready to Implement?
4 Ways to Work with QNTM.

A competitive research engagement, keyword audit, content strategy, technical SEO audit, and schema implementation as separate agency projects would typically cost $15,000–$25,000. The QVI delivers all of it… custom-built to your business… for FREE. And because we believe that lasting partnerships are built on clarity, integrity & transparency, the QVI report is yours to implement with your internal team, share with your agency, or if those options aren’t available; we’re more than happy to do the heavy lifting for you!

QVI Report

FREE
package info

The full 6-stage QVI report

what you’ll get

  • Exactly which pages on your site are sending broken signals… and which ones are working

  • Which keywords your competitors own and which ones are unclaimed in your market

  • Whether your brand appears in AI-generated answers… and why it does or doesn’t

  • Which competitor has the strongest signal architecture and what they’re doing right

  • What your buyers are searching for and whether your site is answering those searches

  • A prioritized implementation plan ordered by impact… not a list of generic recommendations

  • Complete, deployment-ready schema markup for every page on your site

Best Value Deal

Foundation Sprint – Pricing Starts @

$1500
package info

QVI Report + we implement everything in stage 6: schema deployment, technical fixes, title tags, meta descriptions, and page structure.

what you’ll get

  • QVI Report +

  • Fixed scope

  • Fixed price

  • Done in 30 days

  • The fastest path from diagnostic to deployed.

Signal Engineering Retainer

$2500/m
package info

QVI Report + Full roadmap execution over 3 months*

People Discussing Charts and Graphs
what you’ll get

  • QVI Report

  • Content production

  • Schema implementation

  • Competitive tracking

  • Ongoing optimization against your signal gaps

  • Month-over-month improvement with clear KPIs.

Foundation Sprint + Retainer

$3500/m
package info

QVI Report + Foundational Sprint + AIVO Monthly Retainer*

Person Working on a Laptop
what you’ll get

  • QVI Report

  • Foundation Sprint in month one to lock in the technical and structural foundation.

  • Signal Engineering Retainer for the six months that follow.

  • The complete program from diagnostic through sustained execution.

Having trouble deciding which package to choose… Let us help!

Frequently Asked Questions About The QVI Report

The QVI Report includes a six-stage intelligence brief covering site analysis, keyword intelligence, technical audit, and buyer personas (Stage 1); organic competitive landscape (Stage 2); paid search analysis (Stage 3); AI/LLM visibility and SWOT (Stage 4); omnichannel and content strategy (Stage 5); and page-by-page SEO, GEO, and complete JSON-LD schema for every page on the site (Stage 6).

The QVI Report is delivered in approximately 5 to 7 business days from receipt of payment and site access confirmation. All six briefs are custom-built to the client’s specific site, competitors, and market… no templates are used.

After delivery, clients have three implementation options: the Foundation Sprint (starts at $4000) where QNTM implements everything in Stage 6 in 30 days; the Signal Engineering Retainer ($2,500/month) for ongoing full-roadmap execution; or the Full Build combining both. Many clients choose to review the report first and then decide on the implementation path.

The QVI Report is designed for businesses with an existing website that are investing in digital marketing and want to understand specifically why they’re not appearing in AI-generated search results. It works well for trades and construction businesses, SaaS companies, and marketing agencies delivering AI visibility services to their clients.

The QNTM Visibility Index (QVI) Report is Signal Engineering’s implementation framework applied to a specific business. It is a six-document diagnostic and roadmap that identifies every broken signal in a business’s AI and search presence and provides specific, actionable instructions for fixing them. Document 6 is the Signal Engineering execution layer — page-by-page SEO specifications and complete JSON-LD schema for every page on the site.