Your actual prompts, in your actual market
20 region-tuned prompts across four LLMs. Not US-centric defaults. Kenya, UK, and target-market phrasings — built for SMEs whose AI visibility US-centric tools miss.
AI & Agent Readiness Audit
When ChatGPT recommends a business in your category — does it recommend you?
Nova Insight is a small consultancy. Our team probes ChatGPT, Claude, Perplexity, and Gemini with 20 intent-matched prompts for your market, scores your agent-readiness, and ships you a ranked fix list — a named human reviews and signs off every audit before delivery. Fixed price. 72-hour turnaround.
From KSh 34,900
Within 72 hours from purchase · Free re-probe within 30 days
Every audit includes a free 30-day re-probe — see how your fixes moved the answers.
Agent-readiness, not just SEO
We check what agents need that humans don't: llms.txt, MCP server cards, Markdown content negotiation, OAuth discovery, agentic-commerce signals. The next layer most audits skip.
Delivered fast
Profound, Otterly, HubSpot AEO are subscriptions. Ours is a one-shot deep-dive in a defined 20–25 page PDF, delivered within 72 hours. Free re-probe within 30 days.
What you receive
- 20 intent-matched prompts across ChatGPT, Claude, Perplexity, and Gemini
- 5 localised brand-recall prompts for your specific region
- Agent-readiness checklist with paste-ready fixes
- Two AI-visibility competitor benchmarks
- 30 / 60 / 90-day priority-ranked remediation plan
- Free re-probe within 30 days of receiving your report
- Two-track CTA: we fix for you, or monthly Pulse re-probe
Common questions
- Isn't this just SEO with a new name?
- Different layer. SEO optimises for Google's web index. AI search synthesises across LLM training data, real-time grounding, and citation rules that vary per LLM. The optimisation surface — and the agent-readiness layer — barely overlap with classic SEO.
- Why probe four LLMs instead of just ChatGPT?
- Claude, Perplexity, and Gemini together account for around 40% of AI-search traffic and growing. Optimising for ChatGPT only is the AI equivalent of optimising for Google only — it'll burn you when the mix shifts.
- How is this different from Profound or HubSpot AEO Grader?
- Those products do continuous monitoring with monthly subscriptions ($49–$499/month). Ours is a fixed-price one-shot deep-dive with localised prompts, an agent-readiness layer, and consultant review. For continuous monitoring, our Pulse subscription is the recurring equivalent.
- What's an "agent-readiness" check?
- Tests of whether agentic AI tools (Claude browser tools, ChatGPT Operator, browser-side autonomous agents) can use your site. Examples: is there an llms.txt file? Does the site serve Markdown via content negotiation? Is there an OAuth discovery surface for agent authentication?
- What if my brand has no presence in the LLMs yet?
- That's the most common starting point. The audit identifies the shortest path to first appearance — usually schema markup, FAQ content, and review-corpus actions.
How the audit is produced
Multi-LLM probe with structured outputs. We send the same 20 intent-matched prompts to ChatGPT, Claude, Perplexity, and Gemini, then quote their verbatim responses. The agent-readiness checks run deterministically on the public site. A Nova Insight consultant reviews and signs off before delivery. Findings cite specific prompts, the LLM phrasing, and the agent-readiness signal each fix targets.
Found a factual error in your report? Email us with the page number and we'll re-issue the section. No quibble.
Pulse · monthly monitoring
After your audit — Pulse keeps watch.
The audit is a snapshot. Pulse re-runs the multi-LLM brand-recall probes and agent-readiness checks every month and emails you when scores or critical findings move. A named human reviews every alert before it ships. Cancel any time.
See how AI search treats your brand — with the assistants' own words as evidence.
Live brand-recall probes across ChatGPT, Claude, Perplexity and Gemini, plus the full machine-readable-surface audit. 72-hour delivery, free 30-day re-probe.
Order now — from KSh 34,900