LensCore
METHOD·no black box

How we score your brand, and why you can trust the number.

Most “AI visibility” tools hand you a number with no way to check it. LensCore is the opposite: a deterministic score across 5 named categories, built from observable signals (live AI, real PageSpeed, real security checks) with the evidence shown. Here is exactly what we measure and how.

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The scorecard

Five categories, each scored 0–100 against an audit-grade benchmark.

Each category maps to observable signals, never a vibe. Click to expand what each one reads.

AI Visibility (GEO)

We ask ~25 real buying questions a customer asks and measure whether the answer engines your buyers use name your brand or a competitor instead. Your live AI presence.

SEO & Findability

Knowledge panel, third-party mentions, schema/entity markup, sitemap and the search signals that decide whether you look established or invisible to Google and AI.

Trust & Security

Real SSL, HTTP security headers, domain age, policies and reviews: the hard signals a cold buyer (and Google) read before trusting you with a payment.

Performance & Core Web Vitals

Real mobile performance from Google PageSpeed field data. Most commerce traffic is mobile-first and a slow store silently abandons buyers before the cart.

Conversion & Mobile UX

Whether your product, checkout, WhatsApp/COD path and Instagram actually carry a buyer from interest to order, the way India shops.

The AI visibility probe

We ask the questions your buyers ask and count who gets named.

For your category, we generate the buying questions a real customer would type into an AI assistant. We run each one and record whether your brand is named, which competitors are named instead and your overall AI presence. Your AI Presence rolls into a flagship GEO Readiness score; then we audit the rivals AI names ahead of you on the same engine and turn every gap into a paste-ready Fix Kit.

  1. Generate

    Buying questions built from your category and products.

  2. Probe

    Each question run across the LensCore Evidence Engine; who-gets-named recorded.

  3. Benchmark rivals

    We audit the brands AI names ahead of you the same way, apples-to-apples.

  4. Fix

    Gaps become a paste-ready Fix Kit; GEO Readiness + the AI demand exposure gap roll it up.

Fig. 3 · one of 25 buying questions, probed live across the LensCore Evidence Engine

Evidence, not adjectives

Every weakness is backed by something you can see.

Where a free scanner gives you adjectives, LensCore gives you evidence: real storefront screenshots (desktop and mobile), Lighthouse performance and accessibility numbers, schema and trust-signal checks and the actual AI answers that named someone else.

Storefront screenshots

Desktop and mobile, captured during the scan, so a layout problem is visible rather than described.

Lighthouse numbers

Performance and accessibility scores from Google's own tool, not our opinion of your site speed.

Schema and trust signals

What machine-readable markup exists, what is missing and which trust pages a buyer could not find.

The actual AI answers

The verbatim response that named a competitor instead of you, per question, per engine.

Hosted microsite

Your audit lives on a branded page, not a PDF that collects dust.

Every paid audit gets a permanent, hosted microsite your team can revisit, your investors can review and you can cite in pitches. Live data, shareable link, no clunky downloads. Update the scan anytime, the page stays fresh, the URL stays the same.

  • Live dashboard

    Revisit your full report anytime, scores update on re-scan

  • Branded URL

    Your-brand.lenscore.ai, shareable anywhere

  • PDF export

    One-click export if you need a print-ready version

  • Team-shareable

    Add team members without sharing passwords

Our honesty guarantees

The rules we won't break to sell you something.

  • Deterministic scoring: the same inputs always produce the same score. No black box, no mood.
  • We label estimates as estimates. A live AI measurement is never dressed up from a guess.
  • Every question is unbranded. We ask what a buyer asks — "best X for Y" — never "is <your brand> good?". Being named is earned in the answer, not planted in the question.
  • No guaranteed rankings or revenue. We report your current standing, not a promise.
  • No fabricated testimonials or reviews, ever. The sample report is our proof, not invented quotes.
  • No fake countdowns or pressure. The only urgency is real: AI answers change as you and rivals publish.

See it on your own brand

The free scan shows the verdict. The $49 Audit + Fix Kit hands you the fixes.

No login, no card to see your GEO Readiness, your AI Presence vs rivals and the gap. You only pay once you've seen the verdict and decided it's worth fixing.

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