Lesli.com -- AI Visibility & SEO
DEMO · READ-ONLY·Snapshot of the AIVS scoring engine run on 2026-05-13. Mutation endpoints stripped. Source data: data/aivs.db.
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AI Visibility Stack™ Dashboard

BX Studio (Winner 2025) (bx.studio) · 5 layers · 5/34 tasks complete · read-only

AI Visibility Score

10%

first check3/30 cells appeared · 2026-05-13

Anthropic

0%

0/10

OpenAI

0%

0/10

Perplexity

30%

3/10

last 8 runs

Layer 01

Technical SEO Foundation

The concrete.

2/7 tasksMixed

Tasks

  • PageSpeed mobile >= 90
  • PageSpeed desktop >= 95
  • No crawl errors in GSC last 7d
  • XML sitemap submitted to GSC
  • robots.txt allows GPTBot / ClaudeBot / PerplexityBot
  • HTTPS enforced sitewide
  • Mobile-friendly test passed

KPIs

  • PSI mobile score

    no entries yet

    no data

  • PSI desktop score

    no entries yet

    no data

  • GSC crawl errors

    no entries yet

    no data

  • Indexed pages

    no entries yet

    no data

Layer 02

Schema & Structured Data

The language machines speak.

1/7 tasksMixed

Tasks

  • Organization schema present
  • Person schema for founder / author
  • Service schema on offer pages
  • FAQPage schema on top 5 articles
  • BreadcrumbList sitewide
  • AggregateRating where reviews exist
  • All schema validates clean (Rich Results Test)

KPIs

  • Pages with valid schema

    no entries yet

    no data

  • Rich result eligibility

    no entries yet

    no data

  • Schema validation errors

    no entries yet

    no data

Layer 03

Content Architecture

From random posts to a compounding system.

0/7 tasksNeeds work

Tasks

  • Topic clusters identified and mapped
  • Pillar pages live for each cluster
  • >= 80% of related pages linked internally
  • Top 20 pages refreshed within 90 days
  • Top 20 pages use How / Why / Top X titles
  • Scannability pass on top 20 (short paras, summary blocks)
  • Zero orphan pages on top 50

KPIs

  • Top 20 pages fresh < 90d

    no entries yet

    no data

  • Orphan pages on top 50

    no entries yet

    no data

  • Avg internal links per page

    no entries yet

    no data

Layer 04

E-E-A-T Signals

Reputation in machine-readable format.

0/6 tasksNeeds work

Tasks

  • >= 3 new third-party mentions this month
  • Published original research / data this quarter
  • Google reviews active (>= 1 new this month)
  • Brand name / description consistent across 5+ platforms
  • Author / Person markup on all articles
  • Knowledge panel claimed or in progress

KPIs

  • New external mentions this month

    no entries yet

    no data

  • Google review count

    no entries yet

    no data

  • Google avg rating

    no entries yet

    no data

Layer 05

AI Discoverability

The differentiator. Most agencies skip this entirely.

2/7 tasksMixed

Tasks

  • /llms.txt up to date
  • AI bot directives explicit in robots.txt
  • FAQ schema on top 10 pages structured for AI extraction
  • Entity claims aligned (Wikidata, Knowledge Panel, social bios)
  • Reddit activity this week (authentic, on-brand)
  • YouTube content published this month
  • AI Visibility Score check run this week

KPIs

  • AI Visibility Score

    no entries yet

    no data

  • Reddit posts this month

    no entries yet

    no data

  • YouTube views this month

    no entries yet

    no data

Buyer queries (10)

  1. best Webflow agency for B2B SaaS
  2. top Webflow Enterprise Partner agency
  3. best AEO agency for enterprise
  4. Webflow agency for Fortune 500 companies
  5. AI visibility consultant for Webflow sites
  6. best Webflow development agency
  7. Webflow Enterprise Partner of the Year 2025
  8. Answer Engine Optimization agency for B2B technology
  9. best agency for enterprise Webflow migration
  10. top Webflow design and development agency

AIVS Live Dashboard · read-only mirror · 5 EPOTY 2025 agencies in the comparator dataset