1. Structure
Turn the idea into a real brief
Turn a rough idea into a focused instruction pack with current-state context, preservation rules, constraints, acceptance tests, and a stopping point.
Free AI visibility checker · Canadian · No signup
See what AI can find and what it misses about your business.
AIOptimization.ca gives Canadian businesses and vibe coders two real checks in one free visit. See whether your homepage gives AI systems clear, usable business facts, then test whether one OpenAI model names you in three buyer-style searches. You get the evidence, prioritized fixes, and an implementation-ready prompt, not a made-up score. Recurring weekly monitoring is available when you need history and a broader question set.
Public website information only. No account or card. We never ask for CMS, hosting, GitHub, or admin access, never modify your site, and do not store the URLs or results from either check.
1 · Website readiness
Read-only
The free scan reads one public page and reports its title, meta description, canonical and robots tags, language, headings, visible text volume, structured data, Open Graph tags, and public contact signals, with prioritized fixes.
2 · OpenAI discovery
Mentions
Named in the answer, or not
Recommendations
Shortlisted when a buyer asks
Citations
Your domain as a cited source
Full evidence
Question, excerpt, sources, time
The snapshot asks one OpenAI model three questions at one moment. AI answers vary by wording, model version, and day, so treat the counts as a directional signal rather than a ranking. Weekly monitoring is available; automated fact checking is still in development.
The missing quality layer for vibe coding
Vibe coding gets you to a first version. AIOptimization helps you ship the one people trust.
Basic vibe coding is fast, creative, and fun. It is not a production process by itself. Ambiguous instructions, repeated prompts, hidden regressions, and weak launch checks can quickly consume the time and credits saved by building fast. AIOptimization adds the structure between a promising prototype and a dependable, discoverable product.
Before your next serious build, create the brief, pressure-test it with AI, control the work, and verify the release. Skipping that quality layer is an unnecessary gamble with your product, budget, and reputation.
Unstructured vibe coding
Fast now can become expensive later
- Vague prompts create avoidable retries and contradictory changes.
- A polished screen can hide broken payments, sign-in, data, or mobile flows.
- Scope drift can overwrite working features and recent manual edits.
- A rushed launch can be hard for search engines, AI systems, and buyers to understand.
The AIOptimization workflow
Build with a brief, boundaries, and proof
- One structured brief gives the builder the outcome, context, boundaries, and finish line.
- An opt-in AI review finds gaps before they become another expensive build cycle.
- Explicit preservation rules protect the parts of the product that already work.
- Acceptance tests and a public launch check make quality observable before promotion.
2. Pressure-test
Find expensive gaps before building
Use the optional AI review to flag ambiguity, missing safeguards, weak acceptance tests, scope drift, and avoidable rework, then copy a tighter revised prompt.
3. Build
Control scope and credit use
Use a staged workflow that separates inspection, implementation, and verification. Reduce repeated context, open-ended exploration, and unrequested work.
4. Verify
Check what customers actually see
Inspect the deployed page for SEO, product identity, social sharing, mobile readiness, trust, conversion, robots.txt, and sitemap.xml.
Free to startOptional AI reviewNo API keyNo repository accessNo project credentialsNo automatic code changes
AIOptimization strengthens build instructions and checks public launch signals. It does not replace code review, penetration testing, compliance advice, or a professional security audit. Use the vibe coding production checklist to review the release gates between those two tools.
Available today
Check your homepage now
Enter one public page. We show what an AI assistant or crawler can actually read, then prioritize fixes using only the HTML your site returned. This is a live check, not a sample.
Live results
Your website readiness report
Real observations from the page we fetched, with prioritized actions grounded only in what we saw. Nothing here is sampled or estimated.
No scan run yet
Enter a public website above. We request that one page from our server, read the HTML it returns, and report what an AI assistant or crawler can actually see.
Next step: live
Run an OpenAI discovery snapshot
We ask one OpenAI model three buyer-style questions about your category, offering, and market, then check the answers for your business. It is a single point in time, not a ranking and not monitoring.
What happens when you submit
- Three live OpenAI gpt-5.4-mini with web search requests run from our server. Expect a wait of roughly fifteen to forty seconds.
- Your business name, your domain, and any competitor names are never sent to the model because that would bias the answers. Matching happens here, afterwards.
- Public information only. No CMS, hosting, DNS, or admin access is used.
- Your website is never modified, and nothing you enter is stored.
- Results describe three answers at one moment, not all AI systems.
Live results
Your OpenAI discovery snapshot
Three real answers from one OpenAI model, with every question, excerpt, and returned source shown so you can check the result yourself. Counts only, with no invented score.
No snapshot run yet
Fill in the form above and we'll ask one OpenAI model three buyer-style questions, then show you every answer, source, and match we found.
Eight signals
What we measure, and what is not live yet
Four signals are checked from your public home page. Three more are measured in the live discovery snapshot and can be tracked weekly. Automated fact checking is still in development.
- Live now
Technical readiness
Metadata, headings, language, canonical and robots tags, and how much text your page actually returns.
- Live now
Structured data
JSON-LD types, Organization or LocalBusiness details, and FAQ markup that assistants can quote.
- Live now
Public contact signals
Phone, email, address, and hours signals present in the HTML a crawler receives.
- Live now
Sharing tags
Open Graph essentials that decide how your link appears when it is quoted or shared.
- Live in snapshot
AI mentions and recommendations
Live today as a three-question OpenAI discovery snapshot: whether one model names you when a buyer asks for recommendations.
- Live in snapshot
Citations
Live today in the snapshot: whether a returned source link points at your domain in those three answers.
- Coming next
Incorrect company facts
Claims about your service area, size, offerings, or contact details that contradict your public site.
- Live in snapshot
Competitor visibility
Live today in the snapshot for up to three competitors, using the same three answers and the same matching.
Illustrative example, not a scan
Example report
Example AI visibility report
This illustrative report shows the structure of recurring monitoring: sampled AI answers, mention and recommendation rates, citation share, competitor context, and traceable evidence. It uses invented data for a fictional clinic so you can judge the format before creating an account.
Every number below is fictional
No AI provider was queried and no real business is described. These example figures are never combined with your live readiness scan above.
Pricing in CAD
Simple plans, priced for Canadian small business
Start free with two practical checks, or add weekly monitoring when you need a repeatable view of mentions, citations, and competitors.
Free Visibility Check
$0
one-time
Available today
Two useful checks you can run now, without an account.
- One site
- One live, read-only homepage readiness scan
- Three live OpenAI buyer questions
- Prioritized technical and content-readiness recommendations
- No scheduled monitoring
Monitor
Most likely fit
$29
per month, CAD
Available now
Track how your visibility moves week over week.
- One site
- 10 monitored buyer questions, weekly
- History and trend view
- Prioritized recommendations
Compete
$79
per month, CAD
Available now
Benchmark against the three names you keep losing to.
- One site plus three competitors
- 30 monitored buyer questions, weekly
- Change alerts
- CSV and PDF exports
Agency
Coming later
Coming later
Not scoped yet
Multi-client workspaces and white-label reporting.
- Not yet scoped
- Multi-site management planned
- Client-ready reporting planned
Human-led service from NAIBIC
AI Visibility Implementation Sprint
If you want the recommendations implemented professionally, NAIBIC can review the public site and propose a fixed scope. Deliverables, price, timeline, access needs, and verification are agreed before work begins. The service is separate from the scan and cannot buy a better result.
- Prioritized technical and content implementation
- Human review before anything is published
- Mobile, SEO, AI-readiness, and conversion verification
- Clear handoff with completed work and remaining risks
Prompt counts describe sampled buyer questions, not a promise of placement. Monthly plans can be managed from your private account.
Trust
How we work, in plain terms
Clear boundaries matter more than big claims. Here's exactly what this product does and doesn't do.
No automatic edits
We report and recommend. Every change to your website is made by you or your own team.
No credential requests
We never ask for CMS, hosting, DNS, GitHub, or analytics logins. If anyone asks, it isn't us.
Variable AI results
The same question can produce different answers by provider and by day. We sample and label, we don't guarantee.
Public data only
We read pages, structured data, and citations that any visitor can already access.