Free tools for better AI decisions
I built these to produce useful work: business cases, workflow maps, vendor comparisons, search diagnostics, briefs, and optimizations. Some use AI where it helps; others run privately in your browser. No login needed. The AI Visibility Checker and Agent Readiness Checker ask for an email to unlock the full report.
Plan an AI investment
Estimate the value, map the work, and compare your options.
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AI Automation ROI Calculator
Turn a recurring task into a grounded estimate of monthly hours saved, net value, first-year ROI, and payback period. Runs entirely in your browser.
Best for Deciding whether an automation deserves a closer look
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AI Workflow Mapping Canvas
Map the trigger, inputs, judgment calls, actions, and human checkpoints before you buy or build an automation. Save locally and export as Markdown.
Best for Making the real work visible before implementation
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AI Vendor Evaluation Scorecard
Compare up to three AI tools or vendors using weighted criteria for fit, quality, integration, privacy, cost, adoption, and reliability.
Best for Choosing on evidence instead of the best demo
Diagnose search visibility
Find evidence gaps and decide what deserves attention.
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AI Competitor Showdown
Ask a buyer question and watch a frontier AI model rank you against your competitors, then see who it recommends first, why, and how to close the gap.
Best for Seeing whether AI picks you or a rival
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AI Visibility Checker
Check technical AI crawler access and see whether your submitted homepage gives a model enough evidence to answer one buyer question.
Best for Finding technical and homepage evidence gaps
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AI Search Readiness Scorecard
Enter a URL. I fetch the page, run technical checks, and grade six GEO citation signals, then hand back a prioritized action plan.
Best for A site-level GEO health check
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Answer Readiness Grader
Paste a passage and see how readily an AI answer engine could quote it, with a structural score and specific rewrite suggestions.
Best for Tightening a single page or section
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Agent Readiness Checker
Test whether major AI crawlers, including OAI-SearchBot, GPTBot, ClaudeBot, and PerplexityBot, can access, parse, and cite your site: per-bot access matrix, JavaScript dependence, llms.txt, and what an agent actually sees.
Best for Finding out if AI agents can read your site
Create and improve content
Turn a finding into a brief, a better prompt, or a useful page.
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GEO Content Brief Generator
Turn a keyword into a full brief: search intent, an H2 and H3 outline, entities to cover, FAQs, internal links, and a meta description.
Best for Planning content built to get cited
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Title and Meta Optimizer
A live SERP preview with character and pixel meters, plus AI-written title tag and meta description variants you can drop straight in.
Best for Lifting click-through from search
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Prompt Optimizer
Rewrite a rough prompt into a structured, model-ready version for a chosen goal and target model, with the reasoning made explicit.
Best for Getting better output from any model
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llms.txt Generator
Build a valid, spec-formatted llms.txt file from your site name, summary, and key page links, entirely in the browser. Copy or download the result.
Best for Publishing an llms.txt file without hand-writing it
More free resources
Beyond the interactive tools, I keep two libraries open to everyone: ready-to-use prompts and full agentic workflow recipes.
Want a person to read the results with you?
The tools spot the gaps. I help you decide what to fix first. Book a free 30-minute call and we will go through your AI search visibility together.