Tools

Tools for deciding, not demos.

36 free tools that answer a question you actually have: is my current assistant any good, is my site ready for one, what would it save, what would it cost, and what should it be told to do. Nothing here pretends to scan your site automatically, because nothing here does.

Get a bot teardownCheck readiness

  • No account neededNothing to sign up for
  • Public content onlyNo sensitive data required
  • A person runs the teardownNot an automated score

Everything here runs in your browser

37 tools

Two are run by a person. The rest compute in the page as you type, send nothing anywhere, and work whether or not you ever become a customer.

37 shown

Humanneeds a URL + questions

AI Chatbot Quality Audit

Send the page your assistant lives on and the questions you care about. A person tests it and returns a scorecard with the raw answers.

Humanneeds ten minutes

Website Assistant Readiness Checker

Six checks you can do yourself that decide whether an assistant will have anything to answer from.

Calculatorneeds your ticket volume

Support Deflection Calculator

Tickets and cost per ticket into a defensible saving. Defaults to 20% deflection, not the 60% vendors quote.

Calculatorneeds your traffic

Chatbot Cost Estimator

Traffic into conversations, credits, a plan and a price, with the headroom you would have left.

Calculatorneeds page count

RAG Cost Estimator

Embeddings, storage, re-indexing and inference per month if you build retrieval yourself.

Calculatorneeds conversation volume

Human Handoff Estimator

How many conversations reach a person, and whether one person can cover the busiest hour.

Calculatorneeds your page count

Knowledge Base Sizing

How many pages are worth indexing, and which ones make answers worse by being there.

Calculatorneeds cost and leads

Assistant Payback Calculator

Break-even month counting deflection, leads and the setup hours most calculators leave out.

Calculatorneeds tickets, leads and cost

AI Chatbot ROI Calculator

Twelve-month net return with deflection savings and lead value counted separately, and setup included.

Calculatorneeds six answers

Build vs Buy Scorecard

Whether to build retrieval yourself, scored on evaluation and maintenance rather than infrastructure cost.

Analyserneeds your robots.txt

AI Crawler Access Auditor

Which of fourteen AI crawlers you allow, block, or catch by accident with a wildcard.

Analyserneeds your llms.txt

llms.txt Validator

Seven structural checks against the spec, and what to add where it fails.

Analyserneeds a page of text

Answerability Score

Whether your paragraphs still make sense once retrieval pulls them out alone.

Analyserneeds a page of text

Chunkability Checker

Where your page splits at a given chunk size, and which chunks arrive without context.

Analyserneeds an answer + its source

Citation Checker

Paste an answer and the page it cited. Find out whether the page actually says that.

Analyserneeds your JSON-LD

Schema Coverage Auditor

Which structured data types answer engines read, and which required fields you are missing.

Analyserneeds a page of text

Stale Content Scanner

The claims on a page that expire: years, prices, counts and roadmap language.

Analyserneeds questions + your FAQ

FAQ Gap Finder

Which real questions have no answer anywhere in your content.

Analyserneeds any text

Token Counter

Tokens, cost and context-window fit for anything you paste.

Analyserneeds your transcripts

Chat Transcript Analyser

Refusal rate, repeated topics, and where visitors asked for a person.

Analyserneeds ticket subjects

Support Ticket Theme Finder

Tickets grouped into themes by volume, so you write the page that removes the most work.

Test kitneeds your subject matter

Hallucination Probe Kit

Questions your site provably cannot answer, so you can see whether it refuses or invents.

Test kitneeds your sector

Refusal Boundary Test Kit

Both directions: what it wrongly answers, and what it wrongly refuses.

Test kitneeds a widget you own

Prompt Injection Test Kit

Four attack classes including the one most teams miss, hidden in indexed content.

Test kitneeds vendors + questions

Assistant Comparison Sheet

Your questions, applied identically to every vendor you are considering.

Test kitneeds your sitemap

Test Question Generator

A regression set from your own pages, with the edge cases assistants fail.

Generatorneeds a few choices

System Prompt Generator

Grounding, refusal and handoff rules you can paste into any vendor, including a competitor.

Generatorneeds your sector

Refusal Policy Generator

What the assistant must never answer, how it declines, and what it offers instead.

Generatorneeds tone + cover

Chat Widget Copy Generator

All nine strings a widget needs, including the failure ones, in one voice.

Generatorneeds your cover model

Escalation Runbook Generator

What triggers a handoff, what the person receives, and what the visitor was promised.

Generatorneeds a few choices

Assistant Persona Builder

A voice spec rather than a character. Covers how it sounds when it does not know.

Generatorneeds your Q&A pairs

FAQ Schema Generator

Plain questions and answers into valid FAQPage JSON-LD, correctly escaped.

Generatorneeds your sitemap

llms.txt Generator

A structured llms.txt draft, grouped into sections, ready to fill in.

Generatorneeds paths to protect

robots.txt Generator

Explicit rules for every AI crawler, with training and answering as separate decisions.

Generatorneeds your jurisdiction

AI Disclosure Generator

Wording and placement for telling visitors they are talking to software.

Generatorneeds which side you are on

Data Boundary Clause Generator

Training exclusion, retention, subprocessors and deletion, as contract language.

Generatorneeds your risk level

AI Vendor Security Questionnaire

The questions worth asking an AI vendor, and what a bad answer looks like.

What these are not

STATED PLAINLY

Neither tool is an automated scanner. The audit is a request that a person runs against your live site. The readiness checker is a checklist you complete yourself. A tool that implies a scanner and delivers a form wastes your time and ours, so both say which they are before you start.

Launch

Start with the one that matches your situation

If you already run an assistant, the audit is more useful. If you do not, the readiness check tells you whether it is worth starting.