BitterBot

✓ VERIFIED· bitterbot.ai

BitterBot is a fully open source AI assistant that helps you accomplish real-world tasks with ease through natural conversation. · Hey there

BitterBot is a fully open source AI assistant that helps you accomplish real-world tasks with ease through natural conversation.unknown

SCANNED APR 25 · 17:24 · 14.3s

◆ 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

$4,525 – $6,970/mo

= $83,640/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

5/20

3 issues

Citation Density

10/20

2 issues

Schema Markup

0/15

1 issue

TOP FINDINGS · 24 TOTAL

Ordered by money on the table

#SEVLANEISSUELEAK/MOCONFACTION

01CRITICALcrawlerHomepage returns 403 for GPTBot~$1,200high

▸

02CRITICALcrawlerrobots.txt blocks 8 AI bots~$1,200high

AUTO▸

03HIGHcitationsExternal links exist but none hit the authoritative allowlist~$413med

▸

04HIGHcitationsStatistical claims are unsourced~$413med

▸

05CRITICALschemaNo valid Organization JSON-LD~$400med

AUTO▸

06HIGHstructureNo definition-lead opener in the first 150 tokens~$325med

▸

07HIGHstructureNo FAQ section detected~$325med

▸

08LOWagent_readinessNo x402 payment support detected~$320low

▸

09MEDIUMfreshnessNo last-updated signal on homepage~$275med

AUTO▸

10MEDIUMstructureNo 2–4 sentence summary paragraph above the fold~$250med

▸

Share this scan

No signup, no gates. The result page is public — link it anywhere.

𝕏 Tweet your score

in LinkedInDownload PDF Scan another URL

BitterBot

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.

BitterBot

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