Agent-Readiness Audit
When AI answers, does it mention you?
Your next client will ask an AI assistant before they ask a colleague. The Agent-Readiness Audit tests what ChatGPT, Claude, Gemini and Perplexity actually say about your business, checks whether machines can read your website at all, and delivers a prioritised plan to fix what's missing — written for business leaders, not developers.
Not ready to book? Get your free Agent-Readiness Score first →
The search behind the search.
Buying research is moving from search engines to AI assistants. When a founder asks an AI "who should audit our firm's security?" or "best CA firm for a growing company in Pune," the assistant answers with a shortlist of two or three names. There is no page two. There is no ad slot.
If your business isn't in that answer, you never learn the enquiry existed. And whether you're in it depends on things most businesses have never checked: whether AI crawlers can access your site, whether your pages answer questions directly, and what sources the assistants are actually citing in your category.
Shortlist of 3
AI assistants recommend a handful of names, not ten pages of results. You are either in the answer or invisible.
Zero feedback
Unlike lost search rankings, lost AI recommendations leave no trace. No impression data, no missed-call log.
First-mover gap
Almost no Indian SMB has done this work yet. The firms that fix it first become the default answer in their category.
What the audit covers.
Three modules — from what AI says about you today, to whether an agent could do business with you tomorrow.
AI Visibility Assessment
What AI assistants actually say when your prospects ask about your category — tested, recorded, and compared.
- We run the questions your buyers actually ask across ChatGPT, Claude, Gemini and Perplexity
- Whether your business appears at all — and what the AI says about you when it does
- Which competitors are being recommended in your place, and why
- Citation source mapping — the pages, directories and articles AI pulls from in your category
Machine Legibility Audit
A technical review of whether AI systems can read, parse and quote your website at all.
- llms.txt and AI crawler access — are you blocking the systems that would recommend you?
- Structured data coverage — schema markup on your services, pricing, FAQs and organisation details
- Content answerability — do your pages answer questions directly, or bury the answer in marketing copy?
- Semantic structure — headings, page hierarchy and rendering issues that hide content from machines
Agent Interaction Readiness
AI is moving from answering questions to completing tasks. We test whether an agent could act on your site.
- Task-completion test — can an AI agent find your services, pricing and contact path unaided?
- Form and booking flow review — where automated assistants get stuck or give up
- Knowledge surface review — what an agent concludes after reading your entire site
- Forward roadmap — what API or agent-endpoint readiness looks like for your business, and when it matters
Missing llms.txt is the most common finding. Generate one free → — then the audit tells you whether it is working.
The Agent-Readiness Report
Every engagement delivers a report with evidence you can see for yourself — including transcripts of what AI assistants say about your business today.
- Agent-Readiness Score (0–100) across all three modules
- Evidence transcripts — the actual AI answers, verbatim
- Competitor visibility comparison in your category
- Prioritised fix list with effort estimates
- 90-day visibility roadmap
- StackFlow and StackApps recommendations where fixes require build work
Choose your audit scope.
All tiers include written findings with evidence. If the Snapshot answers your question, we'll tell you to stop there.
One client engagement won through an AI recommendation typically covers the audit several times over. The cost of being invisible is harder to measure — because the enquiries you lose never reach you.
Visibility Snapshot
Know where you stand
Ideal for: Curious where you stand
- AI answer testing across 4 assistants
- Top 5 findings with evidence transcripts
- Written summary with prioritised next steps
- Full upgrade credit if you proceed to the Full Audit
Full Audit
All 3 modules
Ideal for: Most professional services firms
- AI Visibility Assessment
- Machine Legibility Audit
- Agent Interaction Readiness review
- Agent-Readiness Report with 0–100 score
- 1-hour debrief call with leadership
- Prioritised fix list with effort estimates
Audit + Implementation
We fix what we find
Ideal for: Want it done, not just diagnosed
- Everything in Full Audit
- llms.txt, schema and crawler access implemented
- Content restructuring on your highest-value pages
- 30-day re-test with before/after comparison
- Handover guide so your team keeps it current
How the audit works.
Kickoff Call
We map the questions your buyers actually ask and the competitors you care about. Typically 30–45 minutes.
Testing
We run the assistant panel, the technical legibility audit, and the agent task-completion tests.
Report
We produce the Agent-Readiness Report — score, evidence transcripts, and a prioritised fix list.
Debrief
We walk through findings with your leadership team and answer every question in plain language.
A typical Agent-Readiness Audit runs 5–7 business days from kickoff to final report.
Visible and secure are different questions.
The Agent-Readiness Audit checks whether AI can find and recommend your business. StackGuard checks whether AI-era attackers can break into it. Most firms need both answers — and combined engagements share a kickoff, so the second audit costs less.
Find out what AI says about your business.
The audit takes 5–7 business days. You'll see the actual answers your prospects are getting — and exactly what to fix, in what order.
Book an Agent-Readiness Audit →