Pretext Demos

✓ VERIFIED· chenglou.me

Demos

unknown

SCANNED APR 24 · 19:38 · 16.1s

◆ SOCIAL FOOTPRINT

Social presence not yet detected — Echo will look for it on next scan.

◆ GUEST SIGNAL

Reviews not yet detected — Echo will look for them on next scan.

◆ AISO SCORE · OUT OF 100

INVISIBLE

Q1Q2Q3

PERCENTILE · AGENCY

NICHE LEADER

◆ MONTHLY REVENUE LEAK

$3,350 – $9,130/mo

= $109,560/yr walking past your door

Scanned across

Claude

no data

ChatGPT

no data

Perplexity

no data

CRAWLER ACCESS

All 14 AI crawlers can read your site

14/14

ALLOWED

GPTBot

ClaudeBot

PerplexityBot

Extended

User

ExternalAgent

Extended

CCBot

DIMENSION SCORES

9 signal stacks · how each scored

+ 8 DIAGNOSTIC LAYERS

Content Structure

0/20

4 issues

Citation Density

0/20

1 issue

Schema Markup

0/15

2 issues

TOP FINDINGS · 35 TOTAL

Ordered by money on the table

#SEVLANEISSUELEAK/MOCONFACTION

01HIGHcrawlerNo robots.txt found~$1,000high

▸

02CRITICALcitationsHomepage has zero external citations~$500med

▸

03HIGHagent_readinessNo API or OpenAPI entrypoint detected~$500low

▸

04CRITICALschemaNo valid Organization JSON-LD~$400med

AUTO▸

05MEDIUMagent_readinessNo MCP entrypoint detected~$400low

▸

06MEDIUMagent_readinessNo agent discovery file detected~$400low

AUTO▸

07MEDIUMagent_readinessNo agent skills or action manifest detected~$400low

▸

08HIGHstructureNo definition-lead opener in the first 150 tokens~$325med

▸

09HIGHstructureNo FAQ section detected~$325med

▸

10LOWagent_readinessNo CLI or command-line workflow detected~$320low

▸

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Pretext Demos

All 14 AI crawlers can read your site

9 signal stacks · how each scored

Ordered by money on the table

Share this scan

Do engines cite you?

What each agent fixes first

Agent-commerce ready? NO.

Tell us about the business.

Here's what you're leaving on the table.

Pretext Demos

All 14 AI crawlers can read your site

9 signal stacks · how each scored

Ordered by money on the table

Share this scan

Do engines cite you?

What each agent fixes first

Agent-commerce ready? NO.

Tell us about the business.

Here's what you're leaving on the table.

Full team activated

Make your score public